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Nanotechnology Engineering Technologists and Technicians

SOC 17-3026.01Job Zone 4 · Considerable Preparationv.26.05

Context coveredThis framework covers nanotechnology engineering technologists and technicians working in regulated nanofabrication, research, and advanced manufacturing environments requiring GMP compliance, precision characterization, and cross-disciplinary collaboration.

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. Optical microscopy and particle size analysis instruments — operate under direct supervision to produce baseline images and measurements in a controlled nanofabrication laboratory.
  2. Batch-record documentation templates — complete accurately for nanoproduction runs under technician guidance in a regulated manufacturing environment.
  3. Nanotechnology weighing and testing equipment — perform routine calibration steps following standard operating procedures with supervisor verification at each stage.
  4. Cleanroom protocols and gowning requirements — follow prescribed entry and maintenance standards to uphold processing environment integrity under close direction.
  5. Standard operating procedures and hazardous material restrictions — read and apply when setting up nanotechnology production equipment during supervised shifts.
  6. Nanoscientist or engineer directives — assist in processing and characterizing materials by performing assigned physical and chemical property measurements in the laboratory.
  7. Atomic force microscopy and scanning electron microscopy — recognize instrument components and execute basic imaging tasks under the guidance of experienced technologists.
  8. Equipment malfunction indicators — identify and report faults in nanotechnology processing or testing equipment by submitting accurate work orders to maintenance teams.
  9. Scientific data spreadsheets and laboratory information systems — enter experimental results and equipment readings with precision during daily laboratory operations.
  10. Good manufacturing practices and health and safety requirements — demonstrate foundational understanding by following posted protocols throughout all assigned nanoproduction tasks.
Developing
Mid-level / Established
  1. Atomic force microscopy and zeta potential analysis tools — execute multi-parameter characterization workflows with reduced oversight to support materials development projects.
  2. Nanoproduction batch records and regulatory documentation — maintain complete and audit-ready records independently across multiple production runs in a GMP-regulated facility.
  3. Calibration schedules for weighing, testing, and production equipment — manage and execute on a routine basis, applying corrective adjustments and documenting deviations appropriately.
  4. Cleanroom environmental monitoring data — analyze trends and implement corrective housekeeping or procedural actions to sustain compliance with ISO classification standards.
  5. Nanotechnology processing and testing equipment — diagnose common faults, perform preventive maintenance, and escalate complex repair needs through established work-order systems.
  6. Physical and chemical property characterization data — interpret results from particle size analysis and optical microscopy to support nanoscientists in refining synthesis parameters.
  7. Experiment protocols developed by engineers — execute with reliable consistency, adapting minor procedural variables to accommodate sample-specific conditions in the laboratory.
  8. Nanotechnology compounding and production equipment — operate across multiple unit operations in accordance with SOPs, hazardous material restrictions, and shift safety requirements.
  9. Analytical or scientific software platforms — use to process imaging and measurement data, generate summary reports, and flag anomalous results for engineering review.
  10. Cross-functional communication with scientists and engineers — convey technical observations clearly in written reports and team meetings to advance nanotechnology development goals.
Proficient
Senior / Expert IC
  1. Scanning electron microscopy, atomic force microscopy, and zeta potential analysis — lead full characterization campaigns autonomously, selecting optimal techniques to resolve complex materials questions.
  2. Nanoproduction documentation systems — design and maintain comprehensive batch-record frameworks that satisfy regulatory audit requirements and support continuous process improvement initiatives.
  3. Advanced calibration and qualification protocols — develop and execute for novel or newly installed nanotechnology equipment, establishing acceptance criteria and validation documentation.
  4. Cleanroom contamination investigations — lead root-cause analyses of environmental excursions and implement corrective and preventive action plans to restore and sustain compliance.
  5. Nanotechnology equipment repair and reliability programs — troubleshoot sophisticated instrument failures, coordinate vendor support, and author corrective maintenance procedures to minimize downtime.
  6. Nanomaterial processing and characterization experiments — design in collaboration with engineers and scientists, integrating physical, chemical, and engineering principles to optimize nanoscale system performance.
  7. Complex problem-solving across nanotechnology production lines — apply systems analysis and inductive reasoning to identify interdependencies and resolve non-routine processing failures.
  8. Hazardous nanomaterial handling and exposure control procedures — evaluate and refine site-wide practices, ensuring alignment with current regulatory standards and emerging occupational health guidance.
  9. CAD and analytical software tools — leverage to model process configurations, interpret multidimensional characterization data, and present actionable findings to engineering and management stakeholders.
  10. Junior technicians and technologists — mentor in equipment operation, GMP documentation, and scientific reasoning, elevating team competency across nanofabrication workflows.
Advanced
Lead / Principal / Executive
  1. Nanotechnology competency frameworks and training curricula — develop and implement organization-wide to build a high-performing technical workforce aligned with evolving nanoscience capabilities.
  2. Strategic nanotechnology equipment investment plans — define and justify by synthesizing operational performance data, industry benchmarks, and organizational research and production objectives.
  3. Organization-wide cleanroom and environmental control standards — establish, audit, and continuously improve to ensure regulatory compliance and competitive nanofabrication quality across all facilities.
  4. Cross-disciplinary nanotechnology development programs — lead by directing collaboration among engineers, scientists, and technicians to translate experimental findings into scalable production processes.
  5. Enterprise documentation and quality management systems for nanoproduction — architect and govern to ensure data integrity, regulatory readiness, and institutional knowledge retention at scale.
  6. Novel characterization and measurement methodologies — pioneer by evaluating emerging tools such as advanced electron microscopy variants and integrating them into standard laboratory practice.
  7. Organizational risk and safety governance for nanomaterial operations — lead by defining hazard classification policies, directing safety audits, and engaging regulatory bodies on nanoscale exposure standards.
  8. Technology roadmaps for nanotechnology materials, components, and systems — author and champion at the executive level, aligning R&D investments with long-range scientific and commercial strategy.
  9. External scientific and industry partnerships — cultivate and manage to position the organization at the forefront of nanotechnology innovation, including consortium memberships and standards-body participation.
  10. Senior technical staff performance and professional development — oversee through structured evaluation, targeted mentorship, and succession planning to sustain engineering and technologist excellence.

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. AI-assisted literature review — uses an LLM to summarize technical papers and standards on nanomaterial characterization, cross-checking key figures against the original source before applying findings to lab procedures Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  2. Equipment documentation drafting — delegates initial write-up of calibration logs and batch-record templates to an AI writing assistant, then reviews and corrects entries against direct instrument readings Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Developing
  1. Analytical data interpretation — directs an AI tool to identify patterns in particle size distribution or zeta potential datasets, while personally verifying flagged anomalies against raw microscopy outputs 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. Cleanroom procedure synthesis — uses an LLM to consolidate processing standards from multiple source documents into a single reference checklist, validating each step against facility protocols Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Technical writing support — employs AI assistance to draft equipment repair work orders and process deviation reports, editing for accuracy before submission WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Proficient
  1. Complex troubleshooting scaffold — structures multi-variable equipment faults (e.g., SEM calibration drift) as structured prompts for an AI reasoning assistant, then evaluates proposed corrective actions against hands-on diagnostic evidence 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. Cross-method measurement reconciliation — tasks an AI tool with comparing outputs across atomic force microscopy, optical microscopy, and particle analysis runs to surface inconsistencies, retaining final judgment on data acceptance Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Regulatory documentation generation — directs an AI assistant to draft nanoproduction compliance records aligned with relevant standards, reviewing every clause for technical accuracy before sign-off WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Advanced
  1. AI workflow integration design — architects laboratory-wide AI-assisted data pipelines that route characterization outputs through automated pattern recognition while preserving human checkpoints at every decision-critical stage 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. Skill-gap mentorship — trains junior technicians to identify which nanotechnology tasks fall within AI augmentation scope and which require unassisted expert judgment, using the Q2 augmentation profile of the occupation as a teaching framework Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Evidence pack
SAFI positioning
Top skill: Reading Comprehension
Score: 45.5 / 100
Quadrant: Q2_ai_augmented
precision: exact
WEF cluster
Computational Thinking
computational_thinking
Sources: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.

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.

1Communication9 statements
Emerging
  1. Batch record documentation — transcribes nanoproduction run data into standardized templates using prescribed terminology and formats 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. Verbal status updates — reports equipment status and basic process observations to supervising engineers during routine cleanroom operations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Technical report drafting — compiles characterization results from SEM, AFM, or zeta potential analyses into structured written summaries for review by nanoscientists 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-functional clarification — asks targeted questions during experimental design meetings to confirm understanding of nanomaterial processing parameters and safety requirements 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. Standard operating procedure communication — writes and revises SOPs for nanotechnology compounding and testing equipment operation with precise, unambiguous procedural language 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. Incident and deviation reporting — documents equipment malfunctions, process deviations, and hazardous material incidents in formal work orders and corrective action logs with complete technical detail 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. Experimental findings presentation — presents particle size, imaging, or materials characterization data to multidisciplinary teams, translating nanoscale measurements into actionable engineering conclusions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Knowledge transfer communication — authors training materials and delivers technical instruction on nanofabrication and characterization techniques to incoming technicians and junior staff 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-discipline technical translation — bridges communication between nanoscientists, process engineers, and quality assurance personnel by synthesizing complex nanomaterial data into audience-appropriate formats Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership8 statements
Emerging
  1. Cleanroom conduct modeling — follows and visibly demonstrates cleanroom protocols and gowning standards, establishing compliant behavior for peers in regulated environments 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. Task ownership initiation — takes responsibility for assigned equipment calibration and routine maintenance tasks without requiring repeated direction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Peer process guidance — walks colleagues through correct operation sequences for nanotechnology processing or testing equipment during hands-on onboarding activities 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 culture reinforcement — proactively identifies and verbally addresses hazardous material handling lapses by coworkers in nanofabrication environments Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Experimental coordination leadership — leads day-to-day coordination of nano-experiment runs, assigning instrument time, sequencing sample preparation tasks, and communicating progress to engineers 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. Equipment repair escalation — exercises independent judgment in deciding when to attempt in-house repair versus submitting work orders, communicating rationale and timelines to the engineering team 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. Process improvement initiative — champions adoption of improved characterization methods or calibration protocols by building consensus among technicians and presenting evidence-based proposals to engineering leadership Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Technician team mentorship — provides structured mentorship to developing technicians, setting performance expectations and coaching on precision measurement, GMP compliance, and troubleshooting discipline Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
3Metacognition8 statements
Emerging
  1. Skill gap recognition — identifies personal knowledge deficits in nanoscale measurement techniques or chemistry principles and seeks targeted resources or supervisor guidance to address them Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Procedural self-checking — reviews own batch records and calibration logs before submission to catch transcription errors and omissions 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. Learning strategy adaptation — adjusts personal study approach when mastering new characterization instruments by alternating between written manuals, supervised practice, and self-testing on instrument parameters 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. Error pattern reflection — reviews recurring equipment anomalies or measurement inconsistencies in own work to identify habitual procedural missteps Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Experimental planning self-assessment — evaluates own readiness before initiating complex nano-experiments by verifying understanding of protocol steps, material hazards, and equipment calibration status 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. Performance benchmarking — compares own characterization outputs against established reference standards and peer results to monitor measurement accuracy and identify skill plateaus Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Knowledge boundary articulation — clearly communicates the limits of own technical expertise when advising on novel nanomaterial applications, directing inquiries to appropriate scientific resources Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Continuous process cognition — systematically reflects on completed experimental campaigns to extract lessons about personal technical decision-making and integrates findings into revised personal operating standards Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking9 statements
Emerging
  1. Data validity questioning — identifies when imaging or particle size analysis outputs appear anomalous relative to expected values and flags discrepancies to supervising engineers 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. Assumption identification — recognizes when calibration assumptions for nanotechnology equipment may not hold under current lab conditions and reports concerns before proceeding 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. Troubleshooting root cause analysis — systematically isolates potential causes of equipment malfunction or inconsistent nanomaterial characterization results by testing variables sequentially 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. Procedure critique — evaluates existing SOPs for logical gaps or outdated parameters when assigned to process review tasks, proposing evidence-based revisions 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. Experimental evidence evaluation — assesses quality and reliability of characterization data from multiple techniques (AFM, SEM, zeta potential) before drawing conclusions about nanomaterial properties 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. Process optimization reasoning — analyzes production run data to identify correlations between processing parameters and nanomaterial output quality, distinguishing causation from coincidence 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. Risk-benefit analysis — weighs technical trade-offs when selecting measurement techniques or processing approaches for novel nanomaterials, considering resolution, throughput, and hazard exposure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Complex problem decomposition — breaks down multi-variable nanofabrication failures into component sub-problems, designs targeted diagnostic experiments, and synthesizes findings into root cause determinations 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-method data synthesis — integrates results from disparate characterization tools to construct coherent assessments of nanomaterial structure-property relationships, identifying conflicts and resolving discrepancies 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.
5Collaboration9 statements
Emerging
  1. Scientist support participation — assists nanoscientists and engineers in sample preparation and materials processing tasks by following assigned roles within experimental teams 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. Shared resource coordination — communicates instrument scheduling needs and cleanroom access timing with peers to prevent workflow conflicts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Interdisciplinary experiment contribution — participates actively in collaborative experiment design sessions, contributing technical input on equipment capabilities and processing constraints 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. Feedback integration — incorporates engineer and scientist feedback on characterization methods and data reporting into revised personal practice without resistance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Cross-functional team execution — works in sustained collaboration with chemists, materials engineers, and quality teams to execute nanomaterial development projects from sample preparation through final characterization 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. Conflict navigation in lab settings — resolves disagreements over equipment use priorities or procedural approaches with colleagues by referencing data, SOPs, and shared project goals Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Knowledge sharing within teams — proactively shares instrument-specific expertise and troubleshooting insights with team members to improve collective lab efficiency Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Collaborative experiment co-design — partners with nanoscientists as a co-investigator in designing multi-stage experiments, contributing technologist-level expertise in instrument selection, sample handling, and data collection strategy 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. Multi-site collaboration facilitation — coordinates technical activities across laboratory teams or facilities, aligning protocols, data formats, and safety standards to enable consistent collaborative outcomes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character9 statements
Emerging
  1. GMP compliance adherence — follows good manufacturing practices and hazardous material handling protocols consistently, including when unsupervised in nanofabrication environments 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. Documentation honesty — records actual instrument readings and process conditions in batch records without alteration, even when results deviate from expected values 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. Safety accountability — reports own procedural errors or near-miss incidents in cleanroom environments promptly and accurately, initiating corrective documentation without prompting 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. Professional reliability — completes assigned calibration and equipment maintenance schedules on time and to specification, demonstrating dependability to the engineering team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Ethical data stewardship — maintains integrity of nanomaterial characterization data throughout the full experimental record chain, resisting pressure to selectively report favorable results Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Regulatory compliance modeling — upholds health, safety, and environmental standards in nanotechnology operations as a consistent behavioral norm rather than a compliance-only obligation 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. Accountability under pressure — acknowledges equipment calibration failures or processing errors transparently to supervisors and proposes corrective actions rather than concealing problems Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Ethical standard setting — establishes and champions a culture of data integrity, GMP adherence, and safety transparency within the lab team through visible personal conduct and direct coaching of peers Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Professional boundary integrity — advises scientists and engineers on technical limitations and risks in nanotechnology processes with intellectual honesty, even when findings challenge preferred experimental directions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity8 statements
Emerging
  1. Measurement technique exploration — experiments with available instrument settings or sample preparation variations when standard characterization approaches yield inconclusive nanomaterial data 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. Problem reframing — considers alternative explanations for unexpected nanotechnology equipment readings before defaulting to the most familiar diagnostic interpretation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Improvised troubleshooting — develops novel in-situ workarounds for minor equipment malfunctions in cleanroom environments where standard repair is unavailable 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. Sample preparation innovation — proposes modifications to established sample preparation protocols when working with novel nanomaterials that do not conform to standard handling assumptions 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. Experimental design contribution — generates creative hypotheses about nanomaterial processing parameters during collaborative experiment planning, proposing unconventional variable combinations for investigation 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. Multi-technique characterization strategies — designs creative measurement sequences combining atomic force microscopy, SEM, and particle analysis to extract maximum structural and property information from limited samples 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. Novel process development — conceives and validates new nanofabrication or characterization procedures that extend beyond existing SOPs, contributing original technical approaches to the organization's methodology library Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Cross-domain technique adaptation — adapts characterization or processing methods from adjacent scientific disciplines (e.g., biology, photonics) to nanotechnology applications, generating new experimental capabilities Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
8Growth Mindset9 statements
Emerging
  1. Feedback receptivity — accepts technical corrections on instrument operation or cleanroom procedure from engineers and immediately incorporates adjustments into practice Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Challenge engagement — approaches unfamiliar nanomaterial characterization tasks as learning opportunities rather than risks, attempting procedures with appropriate supervisor support Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Skill development persistence — continues practicing precision measurement techniques such as AFM or SEM operation through repeated calibrated attempts despite initial inconsistent results 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. Setback reframing — treats failed nanofabrication runs or equipment calibration failures as diagnostic data, extracting technical lessons to improve subsequent attempts 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. Independent learning initiative — independently seeks out emerging nanoscience literature, instrument application notes, and training courses to expand technical competence beyond assigned tasks 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-training pursuit — actively develops proficiency across multiple characterization platforms (e.g., SEM, optical microscopy, zeta potential analysis) rather than specializing narrowly 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. Constructive critique utilization — requests and integrates peer and supervisor critique of characterization reports and experimental contributions to accelerate technical development Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Mastery-oriented mentoring — models a growth-oriented approach to nanoscience skill development for junior technicians by sharing personal learning histories, including past failures and how they shaped current expertise Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Field evolution engagement — proactively engages with emerging nanotechnology methods, regulatory changes, and new instrumentation platforms to keep organizational capabilities current and competitive Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
9Mindfulness9 statements
Emerging
  1. Attention to detail activation — sustains focused attention during repetitive calibration and documentation tasks in nanotechnology labs, minimizing transcription and measurement errors 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. Hazard awareness maintenance — remains continuously aware of nanomaterial exposure risks and cleanroom contamination vectors during routine processing operations 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. Procedural intentionality — pauses before initiating high-risk nanotechnology operations to review SOP steps, confirm equipment readiness, and mentally rehearse critical decision points 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. Emotional regulation in precision work — manages frustration or performance anxiety during complex characterization tasks to maintain the composure required for accurate, repeatable measurement Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Operations monitoring presence — maintains sustained, undivided attention during automated nanotechnology production runs to detect early indicators of process deviation or equipment anomaly 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. Stress-state awareness — recognizes personal attentional degradation during extended cleanroom shifts and implements intentional recovery strategies before resuming precision work Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Reactive impulse management — resists the urge to make unverified equipment adjustments during anomalous instrument behavior, instead pausing to gather diagnostic information before acting 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. High-stakes composure — maintains measured, methodical decision-making during critical nanotechnology equipment failures or hazardous material incidents, preventing escalation through deliberate, calm response Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Team attentional culture — promotes mindful, distraction-free work practices within the cleanroom team, reinforcing the connection between attentional discipline and nanoscale measurement quality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude9 statements
Emerging
  1. Repetitive task persistence — sustains performance quality across extended sequences of repetitive calibration or documentation tasks without motivational decline 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. Uncertainty tolerance — continues executing assigned nanofabrication procedures under conditions of partial information or ambiguous experimental outcomes without abandoning the task Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Technical setback recovery — resumes nanomaterial processing or characterization work promptly after equipment failures or unsuccessful experimental runs, applying lessons learned from the disruption 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. Regulatory pressure endurance — maintains compliance rigor and documentation accuracy during high-volume production periods or audit-intensive timeframes without cutting corners 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. Sustained precision under pressure — delivers accurate, reproducible characterization results during time-constrained experimental campaigns or when facing competing demands on shared nanotechnology equipment 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. Prolonged problem-solving stamina — persists through multi-day troubleshooting of complex nanofabrication or characterization failures, maintaining systematic rigor rather than defaulting to expedient but unverified fixes 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. Ambiguity navigation — continues productive experimental work when nanomaterial behavior departs significantly from theoretical predictions, resisting discouragement and adapting the investigative approach Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Organizational resilience anchoring — stabilizes team confidence and operational continuity during major equipment failures, safety incidents, or project failures through calm, solution-focused leadership Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Long-arc project perseverance — sustains technical rigor and personal motivation across multi-month nanotechnology development projects with incremental progress and frequent setbacks, modeling persistence for the broader team Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. 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.
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Source anchors that ground each statement

Related titles
Cleanroom Operator · Cleanroom Technician (Cleanroom Tech) · Engineering Technician (Engineering Tech) · Lab Technician (Laboratory Technician) · Nanofabrication Specialist · Nanoscience Technician (Nanoscience Tech) · Nanotechnician · Nanotechnologist · Nanotechnology Engineering Technician (Nanotechnology Engineering Tech) · Nanotechnology Technician (Nanotechnology Tech) · Process Engineering Technician (Process Engineering Tech) · R and D Engineer (Research and Development Engineer)
RAPIDS apprenticeships
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O*NET skills
Reading ComprehensionCritical ThinkingWritingComplex Problem SolvingScienceActive ListeningOperations MonitoringTroubleshootingSystems AnalysisSpeakingRepairingJudgment and Decision MakingMathematicsActive LearningMonitoringOperation and ControlEquipment MaintenanceQuality Control AnalysisCoordinationLearning StrategiesSystems Evaluation
Knowledge domains
Engineering and TechnologyEnglish LanguageComputers and ElectronicsChemistryMathematicsEducation and TrainingPhysicsProduction and ProcessingDesignMechanicalCustomer and Personal Service
Abilities
Written ComprehensionOral ComprehensionDeductive ReasoningProblem SensitivityWritten ExpressionInductive ReasoningNear VisionOral ExpressionInformation OrderingCategory Flexibility
Work styles
Attention to DetailDependabilityCautiousnessIntellectual CuriosityIntegrityAdaptability
Technology
Computer aided design CAD softwareAnalytical or scientific softwareData base user interface and query softwareSpreadsheet softwareOffice suite softwarePresentation softwareOperating system softwareWord processing softwareGraphics or photo imaging software
Tasks · seed anchors for statements
  1. Produce images or measurements, using tools or techniques such as atomic force microscopy, scanning electron microscopy, optical microscopy, particle size analysis, or zeta potential analysis.
  2. Maintain accurate record or batch-record documentation of nanoproduction.
  3. Calibrate nanotechnology equipment, such as weighing, testing, or production equipment.
  4. Maintain work area according to cleanroom or other processing standards.
  5. Repair nanotechnology processing or testing equipment or submit work orders for equipment repair.
  6. Assist nanoscientists or engineers in processing or characterizing materials according to physical or chemical properties.
  7. Collaborate with scientists or engineers to design or conduct experiments for the development of nanotechnology materials, components, devices, or systems.
  8. Operate nanotechnology compounding, testing, processing, or production equipment in accordance with appropriate standard operating procedures, good manufacturing practices, hazardous material restrictions, or health and safety requirements.
CIP education codes
15.000115.061215.061315.069915.070315.070515.150115.1503

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.