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Financial and Investment Analysts

SOC 13-2051.00Job Zone 4 · Considerable Preparationv.26.05

Context coveredThis framework covers financial and investment analysis practice across institutional research, portfolio management, client advisory, and compliance contexts, calibrated to professionals with bachelor's-level education and several years of related experience.

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. Financial data sources — locate and compile under direct supervision using information retrieval and database software in a structured analytical environment.
  2. Industry trends and market developments — identify and summarize by reviewing financial news, reports, and professional publications with guidance from senior analysts.
  3. Spreadsheet software — enter, organize, and format financial data accurately under supervision to support routine investment analysis workflows.
  4. Contract terms and fee structures — review and document client payment obligations, commissions, and billing schedules following established departmental protocols.
  5. Financial analysis software — execute predefined screening queries and export results under the direction of experienced team members.
  6. Written financial summaries — draft brief, clearly structured reports using correct English language conventions based on templates provided by supervisors.
  7. Basic quantitative calculations — apply mathematical formulas to compute returns, ratios, and simple valuations within guided spreadsheet models.
  8. Client account records — maintain accurate and up-to-date files in human resources and accounting software following compliance and data-integrity checklists.
  9. Active listening practices — demonstrate attentive note-taking and clarifying questions during client meetings and internal briefings as directed.
  10. Relevant laws and regulations — recognize and flag basic regulatory requirements affecting financial products and client accounts under senior analyst oversight.
Developing
Mid-level / Established
  1. Industry deal activity and sector trends — monitor consistently using business intelligence tools and synthesize findings into weekly briefings for portfolio teams.
  2. Financial models — build and maintain multi-variable spreadsheet and financial analysis software models with limited oversight to support investment recommendations.
  3. Client fee and commission collections — manage end-to-end billing processes according to contract terms, resolving routine discrepancies independently.
  4. Investment research reports — produce well-reasoned, clearly written analyses that integrate quantitative data and qualitative judgment for internal distribution.
  5. Potential client or counterparty assessments — conduct structured interviews and financial due-diligence reviews, evaluating creditworthiness and fit using established criteria.
  6. Complex financial problems — apply critical thinking and inductive reasoning to diagnose issues in portfolio performance and propose practical solutions.
  7. Presentation software and oral communication — develop and deliver clear, data-driven briefings to small groups of colleagues and clients in professional settings.
  8. Accounting and economics principles — apply working knowledge of accrual accounting, valuation theory, and macroeconomic indicators to interpret financial statements.
  9. Regulatory and legal requirements — interpret applicable laws, government guidelines, and compliance rules affecting investment strategies and client reporting.
  10. Data integrity and analytical accuracy — verify model inputs and outputs with a high degree of attention to detail, catching errors before deliverables reach senior reviewers.
Proficient
Senior / Expert IC
  1. Full-scope investment analyses — execute independently across equity, fixed income, and alternative asset classes, integrating complex financial models with macroeconomic context.
  2. Non-routine valuation challenges — resolve through advanced analytical and scientific software techniques, drawing on inductive and deductive reasoning without supervisory guidance.
  3. Client promotional materials and investment proposals — craft persuasive, polished written and visual content that effectively positions strategies to sophisticated institutional audiences.
  4. Fee negotiation and contract management — lead discussions with clients and counterparties to structure commission and payment terms that align organizational and client interests.
  5. Candidate or counterparty evaluation — design and conduct rigorous assessment interviews, synthesizing qualitative and quantitative signals to make high-confidence selection decisions.
  6. Sector and market intelligence — develop and maintain a continuously updated knowledge base of industry trends, M&A activity, and competitive dynamics to inform portfolio strategy.
  7. Cross-functional financial problem solving — integrate information from accounting, legal, technology, and operations domains to address multifaceted investment challenges autonomously.
  8. Risk and judgment frameworks — apply disciplined, evidence-based decision-making processes to assess portfolio risk, validate assumptions, and recommend actionable strategies.
  9. Regulatory compliance and governance — ensure all analytical work, client communications, and reporting adhere fully to applicable legal, government, and administrative standards.
  10. Advanced data and BI platforms — leverage database management, business intelligence, and analytical software to generate proprietary insights that drive competitive advantage.
Advanced
Lead / Principal / Executive
  1. Organizational investment strategy — set overarching analytical direction, define research priorities, and align team capabilities with firm-wide financial and business objectives.
  2. Competency development programs — design and lead mentoring, training, and performance evaluation initiatives that elevate analytical talent across the department.
  3. Enterprise-level client relationships — cultivate and steward relationships with major institutional clients, negotiating complex fee structures and multi-year contractual commitments.
  4. Industry thought leadership — represent the firm at conferences, in publications, and with media to communicate authoritative perspectives on market trends and investment outlook.
  5. Cross-departmental financial governance — chair investment committees and cross-functional reviews, integrating legal, compliance, technology, and operations input into final decisions.
  6. Proprietary analytical frameworks — architect firm-specific financial models, valuation methodologies, and risk management systems that become institutional standards.
  7. Strategic talent acquisition processes — define criteria and lead high-stakes evaluation of senior analyst candidates, aligning hiring decisions with long-term organizational strategy.
  8. Regulatory engagement and policy influence — interact with government and regulatory bodies, contributing expert input to shape evolving financial law and compliance requirements.
  9. Technology and tool ecosystem — lead the evaluation, procurement, and implementation of next-generation financial analysis, BI, and data infrastructure at organizational scale.
  10. Organizational integrity and accountability culture — model and institutionalize the highest standards of dependability, ethical conduct, and attention to detail across all analytical and client-facing functions.

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-generated market summaries — consumes AI-produced digests of industry news and earnings reports to stay current on sector trends, verifying key figures against primary sources before use 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. Basic data query delegation — inputs structured financial datasets into AI tools to surface descriptive statistics and initial pattern flags, then reviews outputs for plausibility Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Developing
  1. Quantitative model assistance — directs AI assistants to draft preliminary valuation models and scenario tables, then audits assumptions and adjusts inputs to reflect client-specific risk parameters 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..
  2. Research synthesis acceleration — hands off collections of earnings transcripts, analyst reports, and regulatory filings to an AI tool for cross-document summarization, then critically evaluates the synthesis for omissions or misinterpretations 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. Client communication drafting — uses AI to generate first drafts of investment commentary and portfolio update letters, editing for accuracy, tone, and compliance with disclosure requirements Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..
Proficient
  1. Active-listening augmentation — integrates AI-generated meeting transcripts and sentiment analysis of client calls into ongoing account notes, while exercising independent judgment on client intent and risk tolerance that AI flags cannot resolve 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. Multi-source due diligence orchestration — sequences AI agents through tasks including competitor benchmarking, ratio analysis, and covenant review across deal documents, retaining authorship of the final investment thesis 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. Forecast validation workflow — runs AI-generated revenue and margin projections in parallel with proprietary models, systematically reconciling divergences and documenting the rationale for departures from AI outputs 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..
  4. Regulatory and compliance screening — deploys AI tools to flag potential disclosure conflicts and covenant breaches in prospectus language, then applies expert judgment to determine materiality and required action Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Advanced
  1. AI autonomy governance — sets the boundary conditions and confidence thresholds under which AI tools operate autonomously on routine screening tasks versus escalating to analyst review, calibrated against the measured autonomy profile of the occupation 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..
  2. Workflow redesign leadership — redesigns team analytical workflows around AI-augmented pipelines that capture the occupation's 92.7% time-saving potential, while preserving human judgment for client-facing recommendations and portfolio construction decisions 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. Critical evaluation of AI-generated investment theses — stress-tests AI-produced equity research narratives using adversarial questioning and alternative scenario construction, ensuring conclusions survive scrutiny that automated systems cannot self-apply 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..
  4. Cross-functional AI integration — coordinates with technology, compliance, and risk teams to embed AI tooling into investment committee preparation processes, establishing audit trails and override protocols that satisfy fiduciary standards Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab..
Evidence pack
AEI usage
Task observations: 1296
Augment share: 95%
Time saved: 92.7%
AI autonomy: 3.01
SAFI positioning
Top skill: Active Listening
Score: 42.2 / 100
Quadrant: Q2_ai_augmented
precision: exact
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.

1Communication12 statements
Emerging
  1. Client intake documentation — records investor objectives and risk tolerance through structured intake questions during initial consultations 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 summary drafts — compiles basic findings from market data into written summaries for internal team review using standard templates 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. Verbal updates — delivers brief verbal status reports on monitored securities to supervisors during routine team meetings Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Investment thesis presentation — articulates buy or sell recommendations in structured oral briefings to portfolio managers citing supporting data trends 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. Client correspondence — drafts clear written responses to client inquiries about portfolio performance using accessible financial 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.
  3. Industry trend reporting — synthesizes sector research into concise written memos that highlight material risks and opportunities for distribution to internal stakeholders O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Earnings analysis communication — presents quarterly earnings analysis findings to institutional clients through formal written reports and live Q and A sessions 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 briefing — translates complex valuation models into executive-level summaries that align financial recommendations with strategic business objectives Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Client relationship communication — adjusts financial narrative framing based on client sophistication level during portfolio review meetings to ensure informed decision-making 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. Thought leadership authorship — produces published research reports and white papers on sector trends that shape firm positioning and attract institutional client interest 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 and stakeholder communication — crafts comprehensive disclosures and fiduciary communications that satisfy legal requirements while maintaining client trust and transparency 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. Senior presentation leadership — leads high-stakes investment committee presentations synthesizing macro and micro analysis into actionable recommendations for C-suite decision-makers Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership10 statements
Emerging
  1. Team research contribution — takes initiative in gathering and organizing data for senior analysts on assigned coverage sectors without being prompted Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Professional accountability — accepts ownership of assigned financial modeling tasks and communicates progress or blockers proactively to supervisors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Junior analyst guidance — explains financial modeling conventions and data sourcing methods to newer team members during structured peer learning sessions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Project coordination — manages timelines for multi-component research projects by setting interim milestones and coordinating data inputs across team members 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. Coverage sector ownership — leads all research and client-facing output for an assigned industry vertical, directing supporting analysts on data priorities and report standards 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. Analytical team mentorship — coaches developing analysts through model review sessions, providing structured feedback that accelerates their technical and professional growth Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Decision influence — drives investment committee outcomes by presenting thoroughly supported recommendations that persuade senior portfolio managers toward evidence-based positions 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 practice leadership — establishes firm-wide analytical frameworks and research standards that elevate the quality and consistency of investment output across analyst teams Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Talent development strategy — designs onboarding and mentorship programs for the analyst function that accelerate skill progression and reduce time-to-productivity for new hires Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Cross-functional leadership — convenes and leads cross-departmental working groups integrating risk, compliance, and portfolio management perspectives into cohesive investment strategy decisions 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.
3Metacognition9 statements
Emerging
  1. Assumption identification — recognizes when personal assumptions about a company or sector may be influencing financial model outputs and flags them for review Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Learning gap acknowledgment — identifies specific technical skills such as DCF modeling or comparable company analysis where further development is needed and seeks targeted resources Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Model bias audit — reviews own valuation outputs for systematic errors or anchoring biases before finalizing recommendations, adjusting inputs based on identified cognitive patterns Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Research process reflection — evaluates which analytical approaches yielded accurate forecasts in prior quarters and adjusts methodology for current cycle 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.
Applying
  1. Forecast calibration self-assessment — tracks own prediction accuracy over rolling periods and revises analytical heuristics based on documented patterns of over or underestimation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Strategy monitoring — monitors own research workflow during high-volume reporting seasons to detect efficiency losses and redistributes cognitive effort toward highest-impact tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Cognitive load management — applies structured pre-work routines before complex valuation assignments to prime analytical focus and reduce decision fatigue during extended modeling sessions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Institutional metacognitive practice — introduces structured debriefs after major investment calls across analyst teams, embedding collective reflection into the research culture Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Epistemic humility modeling — demonstrates transparent reasoning in senior investment discussions by articulating known unknowns and confidence intervals in projections, modeling intellectual honesty for junior analysts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking10 statements
Emerging
  1. Data source evaluation — assesses the reliability and recency of financial data sources before incorporating figures into preliminary company models 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 questioning — identifies key assumptions embedded in existing financial models and notes where alternative inputs would materially change 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.
Developing
  1. Comparable company screening — evaluates peer group selection criteria by testing whether chosen comparables share meaningful operational and structural characteristics with the target company 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. Scenario analysis construction — builds base, bull, and bear case projections by systematically varying key value drivers and assessing the probability-weighted range of outcomes 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. Investment thesis stress testing — challenges own buy or sell recommendations by constructing adversarial arguments and identifying the conditions under which the thesis fails 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 impact analysis — evaluates how proposed legislative or regulatory changes affect sector fundamentals and revises coverage models to reflect updated risk-adjusted 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.
  3. Due diligence synthesis — integrates financial statements, management guidance, independent research, and macroeconomic data to form a judgment that is resilient to conflicting 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.
Exceeding
  1. Framework innovation — develops proprietary analytical frameworks for evaluating emerging asset classes or non-traditional value drivers that standard models do not capture 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. Systemic risk reasoning — identifies second-order and cross-sector contagion risks in investment portfolios by applying systems-level critical analysis beyond single-security fundamentals Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Analytical standards elevation — establishes peer review protocols within the research team that institutionalize rigorous evidence evaluation and reduce publication of unsupported investment conclusions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
5Collaboration9 statements
Emerging
  1. Cross-team data sharing — coordinates with accounting and operations teams to obtain accurate financial inputs needed for assigned valuation models 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. Meeting contribution — participates constructively in team research meetings by asking clarifying questions and building on colleagues' analytical observations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Client service team coordination — collaborates with relationship managers to align research output timing and framing with active client engagement priorities 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. Interdisciplinary project participation — contributes financial analysis expertise to cross-functional teams that include compliance, legal, and risk management professionals on deal evaluation projects 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. Joint research production — co-authors sector research reports with peers by dividing coverage responsibilities, harmonizing analytical approaches, and integrating outputs into a unified publication Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Conflict navigation in investment debate — engages constructively with dissenting viewpoints during investment committee discussions, separating interpersonal dynamics from analytical disagreement Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Client advisory collaboration — partners with wealth management advisors to develop customized investment recommendations that address individual client goals, tax situations, and risk profiles 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. Cross-institutional collaboration — leads collaborative research initiatives with external partners, regulators, or industry working groups that produce broadly adopted analytical standards or market insights 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. Team dynamic optimization — diagnoses and resolves persistent collaboration breakdowns within the analyst team by facilitating structured process improvements that restore shared accountability Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character9 statements
Emerging
  1. Conflict of interest disclosure — identifies and reports potential conflicts of interest in assigned coverage before producing or publishing research under firm compliance guidelines 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 conduct — maintains confidentiality of material non-public information obtained through client relationships in full accordance with securities law and firm policy 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. Fiduciary accountability — acknowledges errors in published research promptly, issues corrections, and communicates the impact of revisions to affected clients without minimizing significance 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. Ethical client guidance — declines to recommend financial products that generate higher compensation when lower-cost alternatives better serve documented client objectives 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. Regulatory integrity — maintains rigorous documentation of research methodology and analytical rationale to support compliance audits and demonstrate adherence to investment research standards 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. Transparent fee disclosure — proactively communicates all applicable fees, commissions, and compensation structures to clients before contract execution in plain and complete language O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Professional boundary maintenance — upholds objective analytical standards under client or internal pressure to reach predetermined investment conclusions, protecting the integrity of published research Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Ethics culture leadership — champions firm-wide ethical standards by modeling transparent decision-making, mentoring analysts on fiduciary obligations, and escalating systemic integrity risks to senior leadership Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Industry accountability — contributes to external professional bodies and regulatory consultations to advance ethical standards in investment research practices across the industry 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.
7Creativity9 statements
Emerging
  1. Alternative data exploration — identifies unconventional data sources such as satellite imagery or web traffic metrics that may provide early signals for covered companies 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. Visualization experimentation — tests new chart formats or dashboard layouts to make complex financial data more intuitive for clients with limited quantitative backgrounds Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Analytical framework adaptation — modifies standard valuation methodologies to better capture the unique economics of non-traditional business models in assigned coverage sectors 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 differentiation — designs research report structures that distinguish firm output from consensus by emphasizing proprietary data points or underexplored analytical angles Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Proprietary screening model development — builds custom quantitative screens that identify investment opportunities overlooked by standard factor-based approaches using novel variable combinations 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. Creative scenario framing — constructs tail-risk and non-consensus scenarios that help clients anticipate market dislocations not captured in mainstream forecast distributions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Client solution design — develops bespoke investment structures that address client-specific constraints such as ESG requirements, liquidity needs, or tax optimization in ways standard products do not accommodate 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. Innovative research product creation — conceives and launches new research product formats such as interactive data tools or real-time monitoring dashboards that generate new client engagement channels Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Cross-industry pattern recognition — synthesizes creative analogies from adjacent industries to generate original investment hypotheses that precede mainstream analyst consensus by meaningful lead time 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 Mindset9 statements
Emerging
  1. Feedback receptivity — incorporates supervisor critique of financial models and report drafts into revised submissions without defensiveness Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Skill stretch acceptance — volunteers for unfamiliar coverage sectors or asset classes to accelerate breadth of analytical experience Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Post-call learning — documents reasons for inaccurate earnings forecasts or mispriced valuations and applies extracted lessons to updated modeling assumptions in the next cycle 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. Continuing education pursuit — completes coursework or certification study relevant to emerging areas such as ESG analysis, quantitative methods, or alternative data to expand professional capability Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Failed thesis analysis — conducts structured written post-mortems on investment theses that did not perform as expected, sharing findings with the team to build collective forecasting 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. Industry disruption adaptation — proactively revises analytical frameworks when technological or regulatory shifts fundamentally alter the economics of covered sectors rather than defaulting to legacy models 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. Mentorship as learning — treats the experience of coaching junior analysts as an opportunity to deepen own understanding by explaining and defending core analytical principles Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Organizational learning culture — institutionalizes structured feedback loops and knowledge-sharing rituals within the research team that normalize continuous improvement as a professional standard Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Adaptive expertise modeling — publicly recalibrates long-held sector positions when new evidence demands it, demonstrating to clients and colleagues that intellectual agility outweighs reputational consistency 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.
9Mindfulness9 statements
Emerging
  1. Attention management during data review — applies focused reading practices when analyzing dense financial statements to reduce misinterpretation errors from inattentive scanning Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Emotional awareness in client interactions — recognizes when client anxiety about market volatility is influencing the tone of a meeting and adjusts communication pace and reassurance accordingly Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. High-pressure deadline regulation — maintains analytical accuracy during earnings season reporting crunches by applying structured work-break routines that prevent compounding fatigue errors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Reactive judgment control — pauses before revising a financial model in response to breaking market news to evaluate whether the new information is material and warrants a methodological change 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. Intentional client listening — gives complete attention during client portfolio review conversations, resisting the urge to formulate responses prematurely, to ensure all client concerns are accurately captured 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. Market volatility equanimity — maintains deliberate analytical objectivity during periods of extreme market volatility, separating emotional market sentiment from evidence-based investment judgment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Cognitive switching discipline — applies defined transition routines when shifting between complex modeling work and client-facing communication tasks to sustain quality across both modes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Team stress climate awareness — monitors team emotional climate during high-stakes investment periods and intervenes with process adjustments or support that preserve analytical quality under pressure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Mindful decision architecture — designs team decision-making processes for major investment calls that embed deliberate pause points, reducing impulsive consensus errors in high-pressure environments Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
10Fortitude9 statements
Emerging
  1. Constructive criticism endurance — maintains professional composure and analytical engagement when initial research submissions receive substantial critical feedback from senior reviewers Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Market uncertainty tolerance — continues thorough research work during periods of high market uncertainty without seeking premature closure on ambiguous valuation questions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Coverage complexity persistence — sustains rigorous analytical effort across complex multi-segment company coverage assignments even when data availability is limited or contradictory 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. Unpopular position defense — maintains a well-reasoned investment recommendation under client or peer pressure to conform to consensus when supporting evidence remains intact Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Prolonged bear market resilience — preserves disciplined investment process quality and client communication standards through extended periods of negative portfolio performance without abandoning rigorous methodology Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Difficult client conversation courage — initiates proactive conversations with clients about underperformance, fee implications, or portfolio realignment needs even when the discussion is likely to generate dissatisfaction 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. High-stakes recommendation ownership — stands behind a contrarian investment thesis presented to senior leadership, accepting full accountability for the analytical rationale and its outcomes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Institutional resilience leadership — guides analyst teams through prolonged market crises or organizational restructuring by modeling steady analytical commitment and transparent communication under adversity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Principled dissent — formally challenges flawed investment processes or ethically questionable practices within the firm through appropriate channels, accepting professional risk in defense of analytical and fiduciary standards 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.
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Source anchors that ground each statement

Related titles
Financial Analyst · Accounting Analyst · Acquisition Analyst · Acquisition Specialist · Acquisitions Analyst · Acquisitions Consultant · Alternative Financing Specialist · Analyst · Bank Analyst · Banking Analyst · Bond Analyst · Brand Analyst
RAPIDS apprenticeships
0243 · Financial Analyst
O*NET skills
Active ListeningReading ComprehensionSpeakingCritical ThinkingWritingJudgment and Decision MakingComplex Problem SolvingActive Learning
Knowledge domains
English LanguageCustomer and Personal ServiceMathematicsAdministration and ManagementComputers and ElectronicsLaw and GovernmentAdministrativeEconomics and Accounting
Abilities
Oral ExpressionOral ComprehensionWritten ComprehensionDeductive ReasoningWritten ExpressionInductive Reasoning
Work styles
Attention to DetailDependabilityIntegrityCautiousnessAchievement OrientationPerseverance
Technology
Accounting softwareHuman resources softwareFinancial analysis softwareBusiness intelligence and data analysis softwareAnalytical or scientific softwareData base management system softwareSpreadsheet softwarePresentation softwareInformation retrieval or search softwareElectronic mail software
Tasks · seed anchors for statements
  1. Collect fees, commissions, or other payments, according to contract terms.
  2. Send samples of clients' work and other promotional material to potential employers to obtain auditions, spons
  3. Keep informed of industry trends and deals.
  4. Conduct auditions or interviews to evaluate potential clients.
CIP education codes
27.030530.710452.030452.030552.080152.080652.080752.080852.0810

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.