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Wind Energy Engineers

SOC 17-2199.10Job Zone 4 · Considerable Preparationv.26.05

Context coveredThis framework covers wind energy engineering practice from entry-level design support through executive technical leadership, anchored to wind farm layout, turbine performance optimization, and infrastructure modeling across utility-scale development and operations environments.

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. Wind farm layout drawings — produce basic schematics using CAD software under direct supervision in an entry-level engineering environment.
  2. Technical documentation — review and interpret wind farm design drawings and specifications with guidance from senior engineers.
  3. Mathematical calculations — apply foundational engineering mathematics to support wind resource assessments on assigned projects.
  4. Geographic information systems — enter and organize spatial data for wind farm sites under direction using GIS tools.
  5. Wind turbine schematics — identify and label major turbine components on visual documentation prepared by the project team.
  6. Engineering standards and regulations — recognize applicable codes and compliance requirements for wind energy projects with supervisor oversight.
  7. Data entry and query tasks — retrieve and input wind performance data into database interfaces following established protocols.
  8. Site access road layouts — assist in drafting preliminary crane path and access road configurations using CAD software on greenfield projects.
  9. Technical reports — draft routine sections of engineering reports using clear written expression under the direction of a project engineer.
  10. Team meetings and briefings — listen actively and record key decisions during project coordination meetings on wind energy development sites.
Developing
Mid-level / Established
  1. Wind farm layout documentation — develop and maintain updated schematics, one-line diagrams, and site plans for active wind projects with moderate oversight.
  2. Turbine performance data — analyze operational datasets using analytical software to identify recurring underperformance patterns across a wind fleet.
  3. Collection system models — build and refine electrical collection system layouts in CAD and GIS environments for mid-scale wind farm projects.
  4. Infrastructure improvement recommendations — formulate written proposals for operational cost reductions or regulatory compliance adjustments based on performance reviews.
  5. Access road and crane pad optimization — apply routing models to minimize civil construction footprints on wind farm sites in varying terrain.
  6. Systems analysis — evaluate interdependencies among turbine arrays, substations, and switchyard configurations to identify design inefficiencies on assigned projects.
  7. File versioning and revision control — manage drawing revision histories using version-control software to ensure documentation integrity across project phases.
  8. Engineering mathematics — perform mathematical reasoning tasks including load calculations and energy yield estimates with limited supervisory review.
  9. Stakeholder communication — present design options and performance findings clearly in written and verbal formats to internal project teams.
  10. Regulatory research — read and comprehend government regulations and utility interconnection requirements relevant to wind energy project permitting.
Proficient
Senior / Expert IC
  1. Wind farm layout optimization — independently design and validate complete wind farm layouts, integrating turbine placement, roads, and electrical infrastructure to maximize energy yield.
  2. Performance improvement recommendations — autonomously evaluate turbine and balance-of-plant data to recommend process or infrastructure changes that reduce operational costs and satisfy regulatory requirements.
  3. Substation and switchyard models — develop detailed analytical models for substations, switchyards, and transmission line routing using industry-standard engineering software.
  4. Complex problem resolution — apply inductive and deductive reasoning to resolve non-routine technical failures in wind turbine systems across an operating fleet.
  5. Multi-discipline documentation — create and own comprehensive wind farm documentation packages including layouts, schematics, and as-built records throughout the project lifecycle.
  6. System optimization modeling — build and run advanced optimization models for crane paths, collection systems, and road networks on utility-scale wind projects.
  7. Cross-functional coordination — lead technical coordination across civil, electrical, and environmental disciplines to align wind farm design with project constraints and client expectations.
  8. ERP and enterprise systems — configure and utilize enterprise resource planning tools to track engineering deliverables, budgets, and schedules on large wind energy projects.
  9. Regulatory and standards compliance — interpret and apply evolving government regulations, grid codes, and safety standards to wind farm engineering decisions without supervisory input.
  10. Technical writing and reporting — author high-quality engineering reports, design basis documents, and technical specifications that serve as authoritative project references.
Advanced
Lead / Principal / Executive
  1. Wind farm design strategy — set organization-wide standards and methodologies for wind farm layout, documentation, and infrastructure optimization across a portfolio of projects.
  2. Engineering process innovation — lead the development and implementation of new analytical models and software workflows that improve design efficiency and turbine performance at enterprise scale.
  3. Cross-portfolio performance governance — establish performance benchmarking frameworks and direct systematic infrastructure change programs to optimize output across an entire wind energy fleet.
  4. Technical leadership and mentoring — guide and develop mid-level and senior wind energy engineers, building internal capability in systems analysis, complex problem solving, and design best practices.
  5. Executive recommendations — advise senior leadership and investment committees on infrastructure upgrade strategies, regulatory risk mitigation, and technology adoption for wind energy assets.
  6. Industry standards influence — represent the organization in industry working groups and regulatory forums to shape engineering standards and policy frameworks for the wind energy sector.
  7. Enterprise technology roadmap — define and oversee adoption of CAD, GIS, analytical software, and ERP platforms across the engineering organization to support wind project delivery.
  8. Major project technical authority — serve as the final technical decision-maker for complex, high-value wind farm projects where design risk, regulatory exposure, or innovation is significant.
  9. Organizational knowledge management — direct the creation and curation of engineering knowledge bases, design libraries, and lessons-learned repositories for wind energy engineering teams.
  10. Strategic stakeholder engagement — lead executive-level communication with utilities, regulators, landowners, and partners to secure project approvals and build long-term organizational relationships.

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 wind farm documentation — uses AI tools to draft initial layout schematics and visual documentation from project parameters, reviewing outputs against engineering standards before submission.
  2. Regulatory reference lookup — queries AI assistants to surface relevant codes and compliance requirements for wind energy projects, then cross-checks retrieved content against primary regulatory sources Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Developing
  1. Layout optimization prompting — directs AI modeling tools to generate candidate wind farm layouts including road alignments, crane pads, and collection system routing, then applies engineering judgment to select and refine the most feasible option Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  2. Performance recommendation drafting — tasks an AI assistant with synthesizing operational data and producing draft recommendations for turbine performance improvements, validating conclusions against site-specific engineering analysis WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  3. Mathematical model verification — uses AI to set up and cross-check numerical calculations for energy yield, load analysis, or electrical sizing, retaining full ownership of the model assumptions and boundary conditions Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Proficient
  1. Multi-system layout choreography — directs AI agents through iterative optimization of substation placement, switchyard configuration, and transmission routing within a defined constraint set, reviewing each iteration against project economics and grid requirements WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Critical thinking delegation boundary — distinguishes tasks suitable for AI automation (parametric sensitivity sweeps, standards lookups) from those requiring human judgment (site-specific risk trade-offs, stakeholder impact decisions), allocating work accordingly Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  3. Schematic generation pipeline — orchestrates AI-assisted drafting workflows that convert engineering inputs into updated wind farm schematics, then applies domain review to catch spatial conflicts or code deviations before client delivery.
  4. Regulatory compliance synthesis — instructs an AI tool to compare proposed infrastructure changes against multiple regulatory frameworks simultaneously, then authors the final compliance recommendation using AI output as a structured first draft.
Advanced
  1. AI-tool evaluation for engineering workflows — assesses fitness of emerging AI modeling and layout-optimization platforms against wind-project-specific accuracy requirements, commissioning pilots and establishing acceptance criteria before team-wide adoption 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. Computational thinking integration — designs AI-in-the-loop engineering processes where automated parametric modeling handles repetitive optimization cycles and engineers focus analytical effort on complex trade-off decisions and novel site conditions WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  3. Autonomous agent oversight — sets task scope, validation checkpoints, and rollback criteria for AI agents executing multi-file wind farm model updates, maintaining engineering authority over design decisions throughout the automated pipeline Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Evidence pack
SAFI positioning
Top skill: Critical Thinking
Score: 57.9 / 100
precision: category_estimate
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.

1Communication12 statements
Emerging
  1. Wind farm documentation — drafts basic schematics and layout diagrams using standard engineering conventions for internal review 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. Technical vocabulary — uses fundamental wind energy terminology accurately in written reports and team discussions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Stakeholder updates — relays project status information to supervisors using structured written summaries 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. Engineering report writing — composes technical reports on turbine performance analysis with clear data presentation and logical structure 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 briefings — presents wind farm layout models and optimization findings to project teams using visual aids and plain-language explanations 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. Regulatory correspondence — drafts compliance documentation and permit narratives that accurately convey engineering intent to regulatory bodies O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Wind farm schematics communication — produces comprehensive visual documentation packages including layouts, collection system diagrams, and substation schematics that communicate design intent without ambiguity 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. Stakeholder technical translation — translates complex systems analysis findings into accessible recommendations for non-engineering audiences including landowners and utility partners Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Active listening in design reviews — synthesizes feedback from multidisciplinary review sessions and incorporates actionable revisions into wind farm 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.
Exceeding
  1. Executive-level technical communication — authors white papers and project narratives that influence strategic decisions on wind farm infrastructure investments 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 knowledge dissemination — presents original engineering research and optimization methodologies at professional conferences or in peer-reviewed publications Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Mentored communication standards — establishes team documentation protocols and coaches junior engineers on precision technical writing for wind energy 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.
2Leadership11 statements
Emerging
  1. Task ownership — takes responsibility for assigned wind turbine performance data collection tasks and delivers results without requiring repeated follow-up Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Peer collaboration initiation — volunteers to coordinate small group subtasks within wind farm layout design projects Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Project subteam coordination — leads a defined workstream within a wind farm development project, setting milestones and tracking deliverables for two to four engineers Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Regulatory navigation leadership — guides team members through compliance requirements by clarifying regulatory frameworks affecting wind farm design and operations O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Decision accountability — makes and defends engineering judgment calls on turbine siting or road layout optimization when escalation is not practical 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. Wind farm project leadership — directs multidisciplinary engineering teams through full project lifecycle from feasibility modeling to operational handoff, resolving technical and interpersonal conflicts 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. Infrastructure change advocacy — champions process or infrastructure improvement recommendations to senior leadership, building consensus through evidence-based analysis Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Junior engineer development — provides structured mentorship and stretch assignments to developing engineers on wind energy design and systems analysis tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Organizational technical vision — sets engineering standards and innovation roadmaps for wind energy practices across project portfolios and organizational units Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Industry leadership — represents the organization on technical committees, standards bodies, or regulatory working groups shaping wind energy engineering 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.
  3. Cross-organizational alignment — unifies engineering, finance, and operations stakeholders around shared wind farm performance and cost reduction objectives through sustained leadership Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
3Metacognition11 statements
Emerging
  1. Learning gap identification — recognizes personal knowledge limits in wind turbine systems or energy modeling and seeks targeted resources to address them Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Task reflection — reviews completed wind farm layout assignments to identify calculation errors or design oversights before submission Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Engineering strategy monitoring — tracks personal problem-solving approaches on complex turbine optimization tasks and adjusts methods when initial models produce unreliable results Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Feedback integration — systematically incorporates critique from design reviews into revised engineering models, noting patterns in recurring 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.
  3. Skill self-assessment — evaluates own proficiency across wind energy sub-disciplines such as aerodynamics, grid interconnection, and site assessment to prioritize development efforts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Cognitive load management — structures complex wind farm modeling projects into staged analysis phases, monitoring own reasoning quality under time and data constraints Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Assumption auditing — routinely interrogates own design assumptions in turbine layout optimization models before presenting findings to stakeholders 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. Adaptive learning planning — designs personal learning pathways in response to emerging technologies such as offshore wind systems or advanced SCADA analytics Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Epistemic leadership — cultivates team-wide metacognitive habits by facilitating post-project retrospectives that surface systemic reasoning failures in wind farm engineering decisions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Research self-direction — independently identifies frontier knowledge gaps in wind energy engineering and designs self-directed inquiry to address them with rigor Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Mentored reflection practice — coaches junior engineers to monitor and articulate their own engineering reasoning processes on turbine performance analysis tasks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
4Critical Thinking11 statements
Emerging
  1. Data interpretation — reads and interprets wind resource assessment data to draw preliminary conclusions about site viability 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 — identifies stated and unstated assumptions in wind turbine performance specifications provided by manufacturers 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. Systems failure analysis — applies structured reasoning to diagnose root causes of turbine underperformance using operational data and maintenance records 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. Comparative design evaluation — evaluates multiple wind farm layout configurations against technical, economic, and regulatory criteria to recommend an optimal approach 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. Evidence quality assessment — distinguishes between high-confidence and uncertain inputs in wind resource models, weighting conclusions accordingly Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Complex problem decomposition — breaks multi-variable wind farm optimization challenges such as wake losses, road routing, and grid interconnection into tractable analytical components 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 proposed regulatory changes against existing wind farm infrastructure designs to forecast compliance risks and cost implications 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. Judgment under uncertainty — renders sound engineering decisions on turbine siting when wind data is incomplete or environmental modeling produces ambiguous 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.
Exceeding
  1. Systems-level critical analysis — integrates aerodynamic, electrical, structural, and economic variables into unified critical assessments of wind farm viability that withstand expert scrutiny 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. Organizational reasoning standards — establishes critical thinking frameworks and design review criteria used across the engineering team to evaluate wind farm project proposals Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Novel problem resolution — resolves unprecedented technical challenges in wind farm design by constructing original analytical frameworks when established methods are insufficient 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.
5Collaboration11 statements
Emerging
  1. Multidisciplinary team participation — contributes assigned analytical tasks to wind farm development teams that include civil, electrical, and environmental engineers Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Information sharing — shares wind resource data and preliminary layout outputs with team members in a timely and organized manner 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. Cross-functional coordination — coordinates engineering deliverables with environmental permitting, land acquisition, and transmission planning teams throughout wind farm development 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 — addresses technical disagreements about turbine layout or collection system design through structured discussion and shared data review Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Collaborative modeling — contributes to shared wind farm optimization models ensuring version integrity and clear documentation of each team member's analytical inputs O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Integrated project team collaboration — synchronizes engineering outputs across wind farm disciplines including geotechnical, structural, and electrical to produce coherent design packages 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. Contractor and vendor collaboration — works jointly with turbine manufacturers and balance-of-plant contractors to resolve interface design conflicts on wind farm infrastructure O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  3. Diverse perspective integration — incorporates input from community stakeholders, utilities, and regulators into wind farm design decisions, managing competing interests constructively Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Collaborative framework design — architects team collaboration processes for large wind farm projects, defining roles, handoff protocols, and conflict resolution pathways Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Cross-organization partnership — leads joint engineering working groups with utility companies, government agencies, and research institutions to advance wind farm interconnection or permitting solutions 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. Collaboration mentorship — coaches junior engineers in productive multidisciplinary collaboration skills specific to wind energy project environments Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character11 statements
Emerging
  1. Engineering ethics awareness — demonstrates understanding of professional engineering ethics codes in the context of wind farm design safety and environmental impact Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Accountability in deliverables — acknowledges and corrects personal errors in wind farm layout calculations or schematics without deflection 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. Regulatory integrity — ensures that wind farm compliance documentation accurately represents engineering conditions without misrepresentation to obtain permits 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 — consistently meets project deadlines for turbine performance analysis and layout design deliverables, communicating proactively when timelines are at risk Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Ethical design advocacy — raises concerns about wind farm design decisions that compromise safety standards or environmental commitments, even under schedule pressure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Engineering accountability — takes full professional responsibility for the accuracy and safety of signed wind farm engineering documents and recommendations 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 risk communication — discloses known technical uncertainties and risk factors in wind resource models or infrastructure designs to clients and leadership without minimization Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Equitable professional conduct — maintains consistent standards of respect and rigor in interactions with all project collaborators regardless of organizational hierarchy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Ethical culture leadership — models and enforces professional engineering ethics standards across the project team, creating psychological safety for raising design safety concerns Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Public trust stewardship — upholds wind energy engineering standards that protect public safety and environmental integrity, representing the profession with distinction 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 system design — establishes quality assurance processes for wind farm engineering deliverables that embed organizational accountability into standard workflows Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
7Creativity11 statements
Emerging
  1. Conceptual exploration — generates multiple preliminary wind farm layout configurations for a given site rather than defaulting to a single conventional approach 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 tool experimentation — experiments with alternative software tools or modeling parameters to explore non-standard turbine placement scenarios Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Optimization innovation — develops novel combinations of turbine spacing, road routing, and collector system topology that improve energy yield beyond standard layout 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.
  2. Cross-domain idea application — applies optimization concepts from adjacent engineering domains such as network flow or fluid dynamics to improve wind farm collection system design Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Constraint-driven creativity — generates viable wind farm layout solutions under unusually restrictive land, environmental, or grid constraints that rule out conventional designs O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. System-level design innovation — invents integrated wind farm design approaches that simultaneously optimize energy production, construction logistics, and long-term operational cost 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 improvement creation — designs new internal workflows or modeling methodologies that reduce wind farm engineering cycle times while maintaining accuracy standards Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Visualization innovation — develops novel schematic and model presentation formats that communicate complex wind farm system interactions more effectively to diverse audiences 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. Field-advancing innovation — originates engineering methodologies or modeling frameworks for wind farm optimization that are adopted beyond the home organization Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Creative problem sponsorship — cultivates a team culture of experimentation by sponsoring structured innovation challenges focused on wind energy performance improvement Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Cross-sector creative synthesis — synthesizes ideas from offshore engineering, data science, and materials research to conceive breakthrough approaches to wind turbine and farm design 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 Mindset11 statements
Emerging
  1. Technical challenge embrace — approaches unfamiliar wind energy analysis tasks such as wake modeling or grid interconnection studies as learning opportunities rather than threats Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Feedback receptivity — receives and acts on critical feedback from senior engineers on wind farm layout submissions without defensiveness Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Setback persistence — continues pursuing technically viable wind farm design solutions after initial optimization models fail to meet project performance targets Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Skill expansion effort — invests deliberate practice time in developing proficiency in new wind energy modeling software or emerging analytical methods Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Failure analysis utilization — extracts specific technical lessons from underperforming wind turbine designs or project delays to improve future engineering approaches Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Continuous improvement orientation — proactively updates wind farm engineering practices in response to new research findings, regulatory changes, and operational performance 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. Stretch goal pursuit — takes on complex wind farm project challenges at the edge of current capability to accelerate professional mastery in specialized engineering areas Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Sustained effort through complexity — maintains high-quality analytical output across extended wind farm development projects spanning multiple years and technical phases Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Growth culture cultivation — embeds continuous learning expectations into team engineering practices by institutionalizing knowledge-sharing rituals and after-action reviews Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Adaptive mastery modeling — publicly shares personal learning journeys in wind energy engineering to normalize growth-oriented behavior across the professional community Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Organizational resilience building — leads engineering teams through disruptive technology shifts in wind energy by framing change as collective capability development Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
9Mindfulness11 statements
Emerging
  1. Attention management — maintains focused concentration during detailed wind farm layout drafting and schematic review tasks, minimizing errors from distraction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Stress awareness — recognizes personal stress indicators during high-deadline wind farm project phases and applies basic self-regulation strategies Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Intentional decision-making — pauses before finalizing consequential wind farm engineering judgments to verify that conclusions are based on evidence rather than assumption or fatigue 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 review — manages frustration productively during technical design critiques, maintaining receptivity to valid engineering challenges Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Present-moment analysis quality — sustains cognitive precision during complex numerical modeling sessions by monitoring and restoring attention when drift occurs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. High-stakes composure — maintains analytical rigor and professional composure when presenting wind farm engineering recommendations under adversarial stakeholder scrutiny Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Intentional communication — chooses precise language and delivery timing deliberately when conveying wind farm risk findings to clients, regulators, or leadership 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. Meeting facilitation mindfulness — facilitates multidisciplinary wind farm design reviews with attentive presence, accurately tracking all technical inputs before synthesizing decisions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Team attentional culture — creates engineering team norms that protect sustained focus during complex wind farm analysis phases, reducing costly cognitive errors Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Mindful leadership under pressure — models and teaches deliberate, present-focused decision-making to engineering teams during high-stakes wind farm project crises Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Systemic intentionality — designs organizational workflows for wind farm engineering that build in structured reflection points before irreversible technical or financial commitments 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.
10Fortitude11 statements
Emerging
  1. Project persistence — continues working toward wind farm layout solutions when initial modeling results are inconclusive or data inputs are incomplete Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Uncertainty tolerance — maintains productive engineering effort when wind resource data carries high variability and project outcomes are ambiguous 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. Technical adversity navigation — sustains methodical problem-solving when wind farm optimization efforts encounter compounding constraints such as conflicting regulatory, environmental, and grid 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.
  2. Constructive criticism endurance — engages repeated cycles of design revision on wind farm projects without diminishing commitment to technical quality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  3. Schedule pressure resilience — delivers accurate wind farm engineering analyses under compressed timelines without sacrificing safety or compliance standards Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Extended project endurance — maintains engineering excellence and team morale across multi-year wind farm development projects that involve repeated redesign cycles and regulatory setbacks Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Courageous technical dissent — voices technically grounded objections to wind farm design decisions that pose safety or performance risks, even when doing so challenges organizational preferences 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. Failure recovery leadership — guides engineering teams through project failures such as turbine underperformance or permit denials, restoring momentum and reorienting toward solutions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Organizational resilience anchoring — sustains team performance and engineering integrity during prolonged industry disruptions such as supply chain crises or major policy reversals affecting wind energy projects Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Courageous advocacy — persistently advances technically and ethically sound wind energy engineering positions in adversarial regulatory or competitive environments over sustained periods 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. Fortitude modeling — demonstrates and explicitly cultivates resilience and perseverance in junior engineers through visible commitment to difficult wind farm engineering challenges 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
Engineer · Project Engineer · SCADA Engineer (Supervisory Control and Data Acquisition) · Turbine Engineer · Turbine Measurements Engineer · Utility Engineer · Wind Energy Consultant · Wind Energy Engineer · Wind Farm Designer · Wind Farm Electrical Systems Designer · Wind Farm Engineer · Wind Farm Siting and Development Consultant
RAPIDS apprenticeships
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O*NET skills
Critical ThinkingReading ComprehensionMathematicsJudgment and Decision MakingComplex Problem SolvingSystems AnalysisActive ListeningWritingSpeakingScienceSystems EvaluationOperations AnalysisMonitoringSocial PerceptivenessActive LearningCoordinationPersuasion
Knowledge domains
Engineering and TechnologyMathematicsDesignPhysicsEnglish LanguageComputers and ElectronicsAdministration and ManagementCustomer and Personal ServiceBuilding and ConstructionMechanicalPublic Safety and SecurityLaw and Government
Abilities
Deductive ReasoningWritten ComprehensionInductive ReasoningMathematical ReasoningNumber FacilityProblem SensitivityOral ComprehensionOral ExpressionWritten ExpressionSpeech Clarity
Work styles
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Technology
Data base user interface and query softwareAnalytical or scientific softwareDevelopment environment softwareFile versioning softwareComputer aided design CAD softwareObject or component oriented development softwareEnterprise resource planning ERP softwareGeographic information systemEnterprise application integration softwareMap creation software
Tasks · seed anchors for statements
  1. Create or maintain wind farm layouts, schematics, or other visual documentation for wind farms.
  2. Recommend process or infrastructure changes to improve wind turbine performance, reduce operational costs, or comply with regulations.
  3. Create models to optimize the layout of wind farm access roads, crane pads, crane paths, collection systems, substations, switchyards, or transmission lines.
CIP education codes
14.010114.010314.040114.070214.080214.080514.100314.100414.110114.120114.130114.240114.270114.330114.340114.360114.380114.390114.400114.410114.420114.430114.440114.450114.470114.480114.480214.489914.999915.150215.160151.2312

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.