NSXNational Skills ExchangeSign in
Back to Framework

Biochemists and Biophysicists

SOC 19-1021.00Job Zone 5 · Extensive Preparationv.26.05

Context coveredThis framework covers biochemistry and biophysics research practice across academic, government, and industry settings, from supervised bench-level experimentation to executive leadership of research programs and scientific institutions.

Sources:O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.SkillsCrosswalkSkillsCrosswalk — O*NET enrichment + adjacency index. Opens in new tab.
Emerging
Entry / Apprentice
  1. Experimental protocols and standard laboratory procedures — execute under direct supervision in an academic or industry research laboratory setting.
  2. Scientific literature and primary research articles — read and summarize to support ongoing biochemistry or biophysics investigations.
  3. Analytical instruments such as spectrophotometers and centrifuges — operate following established protocols under guidance from a senior researcher.
  4. Laboratory data sets from biological assays — organize and perform initial statistical analysis using scientific software under supervisor direction.
  5. Physical principles underlying living cells and organisms — identify and describe using foundational knowledge of mathematics, physics, and chemistry in coursework or entry-level research contexts.
  6. Draft sections of scientific manuscripts or conference abstracts — prepare under mentorship to communicate early-stage research findings.
  7. Grant proposal components such as specific aims and background sections — contribute to under the oversight of a principal investigator.
  8. Three-dimensional structural data from publicly available macromolecular databases — retrieve and interpret with guidance in a structural biology research environment.
  9. Laboratory safety standards and regulatory compliance requirements — follow consistently to maintain integrity of experiments in a supervised research facility.
  10. Undergraduate or graduate laboratory exercises — assist in facilitating under the direction of a faculty supervisor in a university research department.
Developing
Mid-level / Established
  1. Experimental designs for studying biological macromolecule structure — develop and execute with limited oversight using equipment such as mass spectrometers or X-ray crystallography systems in a research laboratory.
  2. Physical and chemical mechanisms of biological processes — analyze and interpret independently, applying integrated knowledge of biology, chemistry, and mathematics to routine research questions.
  3. Scientific journal articles describing original biochemistry or biophysics research — draft and revise for peer-reviewed publication with minimal editorial guidance from senior colleagues.
  4. Analytical or scientific software platforms for data modeling and visualization — apply proficiently to process and present experimental results in an academic or pharmaceutical research setting.
  5. Research presentations at departmental seminars or regional scientific conferences — deliver clearly and respond to audience questions using established domain knowledge.
  6. Grant proposal narratives for federal or foundation funding mechanisms — write with growing independence, incorporating well-defined research objectives and preliminary data.
  7. New laboratory methods for investigating cellular electrical or mechanical energy — adapt from existing protocols and validate within a focused research scope.
  8. Graduate student laboratory activities and coursework projects — advise and provide technical feedback on in a university or research institute environment.
  9. Laboratory instrument performance and experimental data quality — monitor routinely and troubleshoot common issues to maintain research productivity.
  10. Computational or structural tools for determining protein or nucleic acid conformation — use competently to analyze three-dimensional biological macromolecule structures in a bioinformatics-supported lab.
Proficient
Senior / Expert IC
  1. Novel experimental methodologies for characterizing biological processes at the molecular level — design and validate autonomously across the full research lifecycle in an independent laboratory or research center.
  2. Complex, non-routine structural biology problems involving macromolecule conformation — resolve using advanced instrumentation including cryo-electron microscopy, NMR, or synchrotron X-ray diffraction.
  3. Comprehensive research manuscripts, review articles, and book chapters — author for high-impact peer-reviewed journals with full ownership of scientific content and argument.
  4. Competitive multi-aim grant proposals to NIH, NSF, or equivalent agencies — develop, write, and submit independently, incorporating rigorous experimental design and translational significance.
  5. Systems-level analysis of biological phenomena integrating biophysical, biochemical, and computational approaches — perform autonomously to address interdisciplinary research questions.
  6. Presentations of original research findings at major international scientific conferences — deliver authoritatively, representing the laboratory's contributions to the broader scientific community.
  7. Graduate and postdoctoral researchers — mentor and supervise on experimental strategy, critical interpretation of results, and professional development within a research university or institute.
  8. Cross-disciplinary laboratory teams working on complex biochemistry or biophysics projects — lead day-to-day operations, ensuring scientific rigor and efficient resource utilization.
  9. Emerging technologies such as single-molecule imaging, high-throughput screening platforms, or advanced mass spectrometry — evaluate and integrate into existing research programs to expand investigative capacity.
  10. Ethical and regulatory considerations in biochemical research including IRB, IBC, and data integrity standards — uphold and communicate as an independent expert across all aspects of the research enterprise.
Advanced
Lead / Principal / Executive
  1. Long-range scientific vision and research portfolio for a department, institute, or major laboratory — set and communicate to align investigative efforts with field-wide priorities and funding landscapes.
  2. National and international grant programs and consortium initiatives — lead the development and submission of large-scale, multi-investigator proposals to agencies such as NIH, NSF, DOE, or private foundations.
  3. Scientific workforce pipelines — develop by designing mentorship programs, training curricula, and career development frameworks for graduate students, postdoctoral fellows, and junior faculty.
  4. High-stakes strategic decisions on research direction, resource allocation, and technology investment — render using deep expertise in biochemistry and biophysics to maximize organizational impact.
  5. Peer review processes for top-tier journals, funding agencies, and scientific societies — lead as an editor, study section chair, or advisory board member, shaping the standards and direction of the field.
  6. Organizational policies governing laboratory safety, research ethics, and scientific integrity — establish and steward across an institution or division to create a culture of accountability and excellence.
  7. Interdisciplinary collaborations bridging biochemistry, biophysics, engineering, medicine, and data science — orchestrate at an institutional or national level to address complex biomedical challenges.
  8. Public science communication and advocacy efforts including testimony, policy briefs, and media engagement — lead to translate biochemical and biophysical research into societal and regulatory impact.
  9. Breakthrough methodological innovations enabling new classes of biological inquiry — spearhead and disseminate through publications, patents, or technology transfer to the broader scientific and commercial community.
  10. Departmental or divisional academic programs in life and physical sciences — oversee as a director or department chair, aligning curriculum, faculty development, and research mission with institutional and national scientific goals.

AI-at-Work Competency Framework

Sources:Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab.Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab.WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab.
Subscriber feature

Authoritative source data identified for 998 occupations

How a worker at each mastery level uses, directs, and evaluates AI tools in this occupation. Each statement cites its evidence inline; click a citation chip to verify the source.

Emerging
  1. Literature synthesis prompting — uses an AI assistant to retrieve and summarize recently published biochemistry or biophysics articles, then cross-checks conclusions against primary sources before incorporating them into research reviews Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..
  2. Routine writing support — delegates first-draft composition of methods sections or conference abstracts to an AI tool, then revises for scientific accuracy and disciplinary voice Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..
Developing
  1. Experimental data preprocessing — directs an AI tool to clean, normalize, and flag outliers in large biological datasets (e.g., spectroscopic or sequencing output), retaining full interpretive authority over the results Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Protocol documentation assistance — hands off step-by-step laboratory procedure write-ups to an AI assistant, then validates the generated text against bench records and institutional safety requirements.
  3. Student feedback drafting — uses an AI tool to generate formative feedback on graduate student reports, then edits to reflect disciplinary standards and mentorship context Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..
Proficient
  1. Mechanistic hypothesis generation — tasks an AI assistant with synthesizing cross-disciplinary literature to surface candidate molecular mechanisms, then evaluates plausibility using domain expertise and experimental constraints Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Bioinformatic pipeline orchestration — directs AI-assisted scripting for sequence alignment, structural prediction, or pathway analysis workflows, verifying each computational step against known biological ground truth Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  3. Scientific manuscript co-authoring — uses an AI tool to draft, restructure, and refine full journal article sections, while retaining sole responsibility for experimental interpretation, claims of novelty, and peer-review responses Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab. Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  4. Grant narrative scaffolding — delegates outline generation and background paragraph drafts to an AI assistant, then applies critical judgment to align specific aims with funding-agency priorities and institutional capabilities.
Advanced
  1. AI-in-the-loop research design — integrates AI-generated literature maps, structural predictions, and statistical power analyses into the full experimental design cycle, exercising senior judgment to adjudicate AI outputs against biological first principles and methodological rigor Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab. Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Lab team AI governance — establishes group-level norms for when AI tools are appropriate across data analysis, writing, and hypothesis generation tasks, and trains junior researchers to critically evaluate AI outputs rather than accept them uncritically Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab. Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Novel method development with AI acceleration — deploys AI agents to explore parameter spaces or literature gaps in developing new experimental or computational methods, while maintaining scientific ownership of the theoretical framework and validation strategy Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Evidence pack
AEI usage
Task observations: 213
Augment share: 21.3%
Time saved: 73.4%
AI autonomy: 3.61
SAFI positioning
Top skill: Science
Score: 53.1 / 100
precision: category_estimate
WEF cluster
Data Science and Analysis
data_science_and_analysis
Sources:Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab.WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab.Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab.

Pathsmith Durable Skills Framework

Sources:Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Subscriber feature

Ten durable-skill domains mapped to four proficiency/role levels for each occupation. Each statement is aligned to the Pathsmith taxonomy, derived from trusted grounding data and mapped to occupation-specific O*NET tasks and skills.

1Communication11 statements
Emerging
  1. Laboratory findings summary — documents experimental results in structured lab notebooks using standard scientific notation and terminology Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Scientific reading comprehension — extracts key findings from peer-reviewed biochemistry and biophysics literature to inform research direction O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Research presentation delivery — presents preliminary experimental data on biological macromolecule structure or function to internal lab groups using clear visual aids Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Grant writing foundation — drafts specific aims and background sections of research proposals using precise scientific language appropriate for funding agency audiences O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Interdisciplinary explanation — translates complex biochemical mechanisms into accessible terms when collaborating with physicists, mathematicians, or engineers on cross-disciplinary projects Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Conference presentation execution — delivers findings on biological processes or macromolecular structures at scientific conferences, fielding expert-level questions with clarity and accuracy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Manuscript preparation — authors peer-reviewed scientific articles reporting novel experimental methods, data, and interpretations in biochemistry or biophysics journals O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Grant proposal communication — writes compelling full grant proposals that articulate research significance, methodology, and expected outcomes to multidisciplinary review panels O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Scientific narrative leadership — crafts high-impact manuscripts and keynote presentations that reframe understanding of cellular mechanisms or biological energy systems for the broader scientific community Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Public science communication — translates biophysics and biochemistry research outcomes into accessible formats for non-specialist audiences including policy makers and science communicators Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Mentorship communication — coaches graduate students and postdoctoral researchers on scientific writing, presentation skills, and peer review processes through structured feedback cycles Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
2Leadership10 statements
Emerging
  1. Research task ownership — takes initiative in executing assigned experimental protocols independently and reports progress to supervising scientists without prompting Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Peer contribution — supports junior lab members by sharing procedural knowledge of equipment operation such as mass spectrometers or centrifuges during onboarding O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Project coordination — organizes personal research timelines, reagent ordering, and equipment scheduling to meet experimental milestones within a laboratory setting Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Student supervision initiation — guides undergraduate research assistants through experimental design steps and data collection protocols under senior scientist oversight O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Laboratory team management — directs daily operations of a research team, assigns experiments aligned with project goals, and monitors quality of data collection and analysis Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Graduate student mentorship — supervises thesis research of graduate students in biochemistry or biophysics, providing scientific direction and professional development guidance O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Research program stewardship — takes ownership of multi-year research programs, making strategic decisions about experimental direction when faced with ambiguous or contradictory data Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Research vision setting — defines long-term scientific agendas for laboratory or research division, recruiting talent and securing funding to pursue novel questions in biochemistry or biophysics Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Field-level influence — chairs scientific committees, serves on grant review panels, and shapes institutional or national research priorities through expert leadership roles Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Crisis leadership — navigates laboratory disruptions such as equipment failures, funding gaps, or data integrity challenges by implementing rapid, evidence-based corrective strategies Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
3Metacognition10 statements
Emerging
  1. Experimental self-assessment — identifies gaps in personal understanding of biochemical assay techniques and seeks targeted training or literature review to address them Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Learning strategy selection — chooses appropriate resources—textbooks, protocols, or expert consultation—when encountering unfamiliar biological or physical principles Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Research assumption monitoring — regularly questions own interpretations of spectroscopic or structural data to detect confirmation bias before drawing conclusions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Skill gap identification — reflects on personal competencies in mathematical modeling or instrumentation and creates targeted development plans to address deficiencies Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Experimental design reflection — evaluates the reasoning behind chosen methodologies—such as crystallography versus cryo-EM—to ensure alignment between research questions and technical approaches Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Knowledge transfer awareness — identifies which elements of domain expertise in biochemistry or biophysics are transferable across research contexts and actively applies them to new project challenges Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Peer review self-calibration — uses feedback from manuscript reviewers and conference discussants to recalibrate scientific reasoning and update research approaches Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Paradigm challenge recognition — monitors own thinking for adherence to established biochemical frameworks and deliberately questions foundational assumptions when experimental evidence warrants it Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Mentorship metacognition — models explicit self-reflective reasoning for graduate students and postdocs, demonstrating how experienced scientists monitor and adjust their own thinking during complex problem solving Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Field-level knowledge mapping — synthesizes personal expertise across biology, chemistry, physics, and mathematics to identify where interdisciplinary thinking creates novel research opportunities Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking11 statements
Emerging
  1. Data quality evaluation — assesses raw experimental data from biochemical assays for artifacts, outliers, or instrument error before proceeding with analysis Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Literature evidence appraisal — distinguishes well-supported findings from speculative claims when reading biochemistry and biophysics research articles O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Hypothesis evaluation — tests competing mechanistic hypotheses about biological processes against available experimental evidence, eliminating alternatives through logical elimination Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Methodological critique — identifies limitations of chosen experimental approaches—such as resolution constraints in structural biology or sensitivity limits in spectroscopy—and adjusts experimental design accordingly Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Statistical reasoning — applies appropriate statistical frameworks to evaluate significance of differences in biochemical or biophysical measurements across experimental conditions O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Causal inference in biological systems — distinguishes correlation from causation when interpreting data on cellular mechanisms, electrical energy transfer, or molecular interactions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Experimental controls design — constructs rigorous positive and negative controls to isolate variables in studies of macromolecular structure or biological energy systems Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Grant reviewer reasoning — evaluates the scientific merit, feasibility, and significance of research proposals using structured criteria and evidence-based judgment O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Field-level synthesis — integrates findings across biochemistry, biophysics, and adjacent disciplines to identify inconsistencies in prevailing models and propose alternative mechanistic frameworks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Novel method validation — critically designs validation strategies for newly developed experimental methods to determine their biological accuracy, reproducibility, and generalizability Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Epistemic leadership — trains research teams to apply structured critical thinking to experimental interpretation, reducing systemic reasoning errors across laboratory outputs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
5Collaboration10 statements
Emerging
  1. Lab protocol adherence — follows shared laboratory procedures and safety standards consistently to support team-wide data integrity and safety Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Resource sharing — coordinates use of shared instruments such as NMR spectrometers or laser systems with other researchers to minimize scheduling conflicts O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Interdisciplinary project contribution — contributes biochemical or biophysical expertise to collaborative research teams that include mathematicians, physicists, or chemists working toward shared experimental goals Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Co-authorship collaboration — works constructively with co-authors on manuscript preparation, integrating diverse experimental contributions into a coherent scientific narrative Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Multi-institution research partnership — coordinates experimental workflows, data sharing protocols, and publication timelines across multiple research groups or institutions in collaborative grants Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Peer feedback integration — solicits and incorporates critical input from colleagues during experimental design and manuscript review stages to strengthen research quality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Student-faculty research collaboration — structures productive research partnerships with undergraduate and graduate students, distributing tasks to build student competency while advancing project goals O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Consortium leadership — leads large multi-investigator research consortia by aligning diverse scientific agendas, resolving priority conflicts, and maintaining shared progress toward overarching biological questions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Industry-academia bridge — facilitates collaborative research partnerships between academic biochemistry or biophysics laboratories and pharmaceutical or biotechnology industry partners Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Cross-disciplinary synthesis — integrates contributions from biology, physics, chemistry, and engineering teams into unified research programs that produce emergent scientific insights unachievable within a single discipline Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
6Character10 statements
Emerging
  1. Research integrity foundation — records all experimental results—including negative or inconclusive data—accurately and completely in laboratory notebooks without selective omission Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Safety accountability — adheres to laboratory safety protocols for hazardous chemicals, biological agents, and high-energy equipment, reporting near-misses or violations promptly Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Data transparency — reports unexpected or null results with the same rigor as positive findings when presenting research internally or preparing publications Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Authorship ethics — applies appropriate authorship standards to manuscripts, ensuring credit is assigned based on substantive intellectual contribution rather than seniority or convenience Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Research misconduct prevention — identifies and addresses potential issues of fabrication, falsification, or plagiarism within research team outputs before submission or publication Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Grant stewardship — manages research funding responsibly by aligning expenditures with approved budgets and scientific objectives, maintaining accountability to funding agencies Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Conflict of interest disclosure — proactively identifies and discloses financial or professional conflicts of interest in publication, peer review, and grant evaluation contexts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Ethical leadership in science — establishes and enforces laboratory cultures of integrity, establishing clear expectations for reproducibility, transparency, and responsible conduct of research Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Whistleblower courage — takes professional risk to report observed research misconduct through appropriate institutional channels, prioritizing scientific integrity over personal or collegial relationships Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Mentorship ethics — models professional ethical standards for graduate students and postdocs, explicitly addressing research ethics dilemmas encountered during training Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
7Creativity10 statements
Emerging
  1. Experimental adaptation — modifies standard biochemical protocols to accommodate available equipment or reagents, finding workable alternatives that preserve experimental validity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Hypothesis generation — proposes plausible mechanistic hypotheses about biological processes based on integration of literature findings and preliminary observations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Novel application of existing methods — applies established biophysical techniques—such as FRET, SPR, or circular dichroism—to new biological questions beyond their conventional use cases Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Cross-disciplinary ideation — draws on principles from physics or mathematics to generate non-obvious approaches to problems in cellular biochemistry or molecular biology Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. New method development — designs and validates original experimental methods for studying the mechanisms of biological processes, contributing new tools to the research community Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Research question innovation — formulates original research questions that open unexplored territory in structural biology, bioenergetics, or molecular mechanisms Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Technology integration — combines multiple instrumentation platforms—such as lasers, accelerators, and mass spectrometers—in novel experimental configurations to access previously inaccessible biological data O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Paradigm-shifting research design — conceives and executes experimental programs that challenge foundational assumptions in biochemistry or biophysics, producing discoveries that redirect field-wide inquiry Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Instrumentation invention — leads development of novel scientific instruments or computational tools that expand the experimental capabilities available to the broader biochemistry and biophysics community Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Grant innovation leadership — writes and wins highly competitive grants by articulating creative, high-risk high-reward research programs that propose genuinely novel approaches to fundamental biological questions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
8Growth Mindset10 statements
Emerging
  1. Failed experiment reframing — treats inconclusive or failed experiments as diagnostic information rather than personal failure, using results to refine subsequent experimental design Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Feedback receptivity — accepts critical feedback from supervisors and senior researchers on experimental technique or data interpretation without defensiveness Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Skill expansion commitment — voluntarily pursues training in unfamiliar instrumentation, computational methods, or mathematical modeling to broaden personal research capabilities Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Peer review learning — uses critical reviewer comments on rejected manuscripts as structured input for improving both the research and the scientific writing Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Iterative research persistence — sustains systematic experimental iteration through extended periods of negative results, adjusting variables methodically until mechanistic insight is achieved Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Field boundary expansion — deliberately engages with adjacent scientific disciplines—such as computational biology or materials science—to import new perspectives into biochemistry or biophysics research Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Teaching as learning — treats the supervision of students and the preparation of lectures as opportunities to deepen and restructure personal understanding of biochemical and biophysical principles Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Long-horizon research commitment — sustains decade-scale research programs in the face of repeated experimental setbacks, funding rejections, and paradigm resistance, maintaining scientific conviction grounded in evidence Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Growth culture cultivation — builds laboratory environments where postdocs and students are encouraged to take intellectual risks, learn from failures, and develop independent scientific judgment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Continuous field learning — actively monitors emerging literature across biology, chemistry, physics, and computation, continuously updating personal mental models of biological systems to incorporate new evidence Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
9Mindfulness10 statements
Emerging
  1. Experimental attention discipline — maintains focused, step-by-step attention during complex multi-stage biochemical protocols to prevent procedural errors that compromise data integrity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Stress recognition — identifies signs of cognitive overload during intensive data analysis phases and implements brief recovery strategies before continuing Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Deliberate observation practice — approaches unexpected experimental results with curiosity and suspension of judgment rather than immediate interpretation, allowing careful data examination before concluding Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Laboratory presence — maintains consistent attentiveness to instrument readings, reaction conditions, and sample behavior during extended experimental runs, catching anomalies early Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. High-stakes decision intentionality — pauses to examine assumptions and emotional reactions before making consequential research decisions such as abandoning a scientific direction or submitting contested findings Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Team climate awareness — monitors interpersonal dynamics and stress levels within the research team during high-pressure periods such as grant deadlines or manuscript revisions, intervening supportively Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Precision instrument mindfulness — operates sensitive equipment—such as mass spectrometers, lasers, or cryo-electron microscopes—with calibrated attentiveness that reduces operator error and equipment damage Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Research culture intentionality — deliberately shapes laboratory norms around thoughtful, unhurried interpretation of data, countering institutional pressures toward premature publication or overclaimed results Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Mentorship presence — gives full, undivided attention during student advising meetings, listening deeply to both scientific and professional concerns to provide grounded, individualized guidance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Peer review equanimity — approaches the review of others' work and criticism of own work with consistent emotional regulation, maintaining scientific objectivity regardless of competitive or political pressures Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude10 statements
Emerging
  1. Experimental persistence — continues systematic troubleshooting of failed assays or protein expression problems without abandoning the approach prematurely Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Criticism tolerance — receives critical feedback on research presentations or draft manuscripts without withdrawing from the scientific process Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Grant rejection resilience — revises and resubmits unfunded grant proposals using reviewer critiques constructively, maintaining commitment to the research program despite initial rejection Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Long-experiment endurance — sustains rigorous attention and procedural discipline through multi-week or multi-month experiments such as protein crystallization trials or longitudinal biological studies Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Research program persistence — maintains scientific commitment to a mechanistic hypothesis through years of experimental iteration, instrument failures, and ambiguous results before achieving resolution Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Publication rejection navigation — responds to manuscript rejections from high-impact journals by strengthening experimental evidence and resubmitting to appropriate venues without abandoning scientific contribution Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Funding uncertainty management — sustains research team productivity and morale during gaps between grant cycles by managing resources strategically and maintaining scientific momentum Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Paradigm resistance endurance — advances scientifically heterodox findings through sustained critique from the scientific community, maintaining evidence-based conviction while remaining open to legitimate counter-evidence Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Career adversity navigation — rebuilds research programs following major disruptions such as laboratory relocation, loss of key personnel, or retraction-level data integrity crises, demonstrating sustained professional resilience Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Mentorship of struggling researchers — guides graduate students and postdocs through career-threatening setbacks—including failed dissertations or retracted papers—with unwavering support and constructive reorientation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Sources:Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Show O*NET source anchors63 anchors · skillscrosswalk.com

O*NET enrichment · skillscrosswalk.com

Suggest an O*NET correction

Source anchors that ground each statement

Related titles
Analytical Research Chemist · Biochemist · Biochemistry Scientist · Biological Chemist · Biophysicist · Biophysics Researcher · Chemist · Chemistry Scientist · Clinical Biochemist · Clinical Laboratory Scientist · Clinical Researcher · Forensic Toxicologist
RAPIDS apprenticeships
—
O*NET skills
ScienceReading ComprehensionCritical ThinkingWritingActive ListeningSpeakingActive LearningComplex Problem SolvingLearning StrategiesJudgment and Decision MakingMonitoringMathematicsInstructingSystems AnalysisOperations AnalysisSystems EvaluationSocial PerceptivenessCoordinationPersuasionQuality Control AnalysisManagement of Personnel Resources
Knowledge domains
BiologyChemistryMathematicsEnglish LanguagePhysicsEducation and TrainingComputers and ElectronicsEngineering and Technology
Abilities
Written ExpressionWritten ComprehensionInductive ReasoningOral ExpressionOral ComprehensionNear VisionMathematical ReasoningCategory FlexibilityInformation OrderingDeductive Reasoning
Work styles
Intellectual CuriosityAttention to DetailInnovationDependabilityIntegrityAchievement Orientation
Technology
Graphics or photo imaging softwareAnalytical or scientific softwareComputer aided design CAD softwareElectronic mail softwareGeographic information systemEnterprise application integration softwareData mining softwareInternet browser softwareInventory management softwareOperating system software
Tasks · seed anchors for statements
  1. Share research findings by writing scientific articles or by making presentations at scientific conferences.
  2. Teach or advise undergraduate or graduate students or supervise their research.
  3. Study physical principles of living cells or organisms and their electrical or mechanical energy, applying methods and knowledge of mathematics, physics, chemistry, or biology.
  4. Manage laboratory teams or monitor the quality of a team's work.
  5. Develop new methods to study the mechanisms of biological processes.
  6. Write grant proposals to obtain funding for research.
  7. Design or perform experiments with equipment, such as lasers, accelerators, or mass spectrometers.
  8. Determine the three-dimensional structure of biological macromolecules.
CIP education codes
26.020226.020326.020526.020626.020726.021026.049926.091351.2003

Sources: O*NET v30.2 (CC BY 4.0), SkillsCrosswalk.com, LER.me, Anthropic Economic Index, SAFI (Jadhav & Danve, 2026), WEF Skills Taxonomy 2021, Pathsmith Durable Skills Framework. © 2026 EBSCOed.