Cartographers and Photogrammetrists
Context coveredThis framework covers the full professional arc of cartographers and photogrammetrists working in government, engineering, and geospatial services environments — from entry-level data compilation and instrument operation through enterprise leadership of mapping programs, quality systems, and remote sensing strategy.
- Aerial photographs and survey notes — compile and organize under direct supervision to support map preparation workflows in a production mapping environment.
- Stereoscopic plotting apparatus — operate at a basic level to identify control points and hydrographic features under the guidance of a senior cartographer.
- Map creation software and CAD tools — navigate standard interfaces to assist in drafting trace maps and basic terrain drawings on assigned projects.
- Legal records and boundary documents — review with supervisor direction to identify relevant property boundary references for local mapping tasks.
- Completed map compositions — inspect for obvious omissions or formatting errors using a provided checklist in a quality-control review process.
- Existing maps and charts — apply documented correction procedures to update designated features under close oversight from an experienced photogrammetrist.
- Standard mathematical formulas — apply to calculate geodetic point locations and elevation values under supervision on routine planimetric assignments.
- Digital remote sensing datasets — retrieve and organize aerial photography files using database query tools in support of active field collection projects.
- Geographic and cartographic terminology — demonstrate foundational comprehension when reading technical reports, project briefs, and specification documents.
- Time management and task tracking tools — use to log progress on assigned mapping deliverables and flag scheduling concerns to project leads promptly.
- Aerial photographs, survey notes, and field records — compile and cross-reference independently to assemble complete source datasets for map production cycles.
- Precision stereoplotting apparatus and drafting instruments — use routinely to delineate hydrography, topography, and cultural features from aerial imagery on standard projects.
- Three-dimensional terrain models — prepare using stereoscopic plotting and computer graphics software, adapting parameters to meet project-specific scale and accuracy requirements.
- Legal boundary records and jurisdictional documents — study and interpret with moderate independence to establish local and national property boundaries for mapping deliverables.
- Final map compositions — inspect systematically for completeness and positional accuracy, resolving common discrepancies without supervisory escalation.
- Revised maps and charts — update by applying all necessary geometric and attribute corrections using CAD and map creation software in production environments.
- Geodetic control points and planimetric features — identify, scale, and orient by selecting and applying appropriate mathematical formulas across varied data inputs.
- Aerial photography and remote sensing imagery — collect, evaluate, and pre-process using analytical software to support data capture for regional mapping assignments.
- Complex problem scenarios in data conflation — apply critical thinking to reconcile conflicting source datasets and document resolution rationale for project records.
- Intra-team mapping workflows — coordinate with GIS technicians and field surveyors, communicating project status clearly to maintain schedule alignment on multi-phase deliverables.
- Multi-source spatial datasets including aerial photographs, survey notes, and digital records — compile and integrate autonomously to produce authoritative map products across full project lifecycles.
- Advanced stereoplotting and photogrammetric workstations — apply across diverse terrain types and image scales to extract precise topographic and cultural detail for large-area mapping programs.
- Three-dimensional optical and digital terrain models — design and produce using stereoscopic and computer graphics platforms, adapting methodology for non-routine or complex surface conditions.
- International property boundary legal records — analyze independently, applying jurisdictional knowledge to resolve ambiguous or conflicting boundary definitions in multi-national mapping projects.
- Map and chart quality assurance processes — lead comprehensive accuracy and completeness reviews, diagnosing systematic errors and implementing corrective workflows across production pipelines.
- Existing map series and chart editions — revise at full scope, managing all correction layers and version controls to maintain currency and compliance with national cartographic standards.
- Geodetic point networks and topographic feature sets — identify, orient, and validate using advanced mathematical and analytical software, ensuring geodetic integrity across complex datums.
- Airborne and satellite remote sensing collections — design data acquisition parameters and process imagery through full analytical workflows to produce verified geospatial deliverables.
- Non-routine cartographic and photogrammetric challenges — apply inductive and deductive reasoning to develop innovative solutions and document methodologies for organizational knowledge bases.
- Judgment on geospatial data fitness and publication readiness — exercise independently, applying professional standards to release decisions for high-stakes mapping products used by government or engineering clients.
- Organization-wide map data compilation standards and source integration frameworks — establish and enforce to ensure consistency, traceability, and accuracy across all production teams and programs.
- Photogrammetric technology strategy — define equipment selection criteria and stereoplotting platform standards, guiding adoption of precision instruments across enterprise-scale mapping operations.
- Cartographic production methodologies for terrain modeling and 3D visualization — develop and institutionalize, incorporating emerging digital tools to advance organizational capability and output quality.
- Legal and geodetic boundary policy interpretations — advise senior leadership, agency partners, and legal counsel on complex international and national boundary delineation issues with high geopolitical sensitivity.
- Enterprise quality assurance frameworks for map and chart accuracy — architect and oversee, setting tolerance thresholds and audit protocols that govern all final composition releases.
- National or organizational map revision cycles and update governance — direct, allocating resources and setting revision prioritization criteria to maintain authoritative geospatial data currency at scale.
- Advanced geodetic and mathematical modeling standards — champion adoption across the organization, mentoring senior staff in applying cutting-edge formulas and software to complex spatial measurement problems.
- Remote sensing acquisition programs and partnerships — lead, negotiating data-sharing agreements with aerial and satellite providers and aligning collection strategies with long-range organizational mapping objectives.
- Cross-functional geospatial teams and external stakeholders — lead through complex, high-stakes projects, resolving conflicts, communicating decisions with clarity, and driving collaborative outcomes at the program level.
- Emerging cartographic and photogrammetric talent — develop through structured mentorship, curriculum design, and performance coaching, building organizational depth and succession readiness across all skill levels.
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 featureAuthoritative source data identified for 998 occupations
AI-at-Work Competency Framework
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.
- AI-assisted data compilation — uses AI tools to aggregate aerial photographs, survey notes, and public records into a preliminary dataset, then manually verifies source coverage and provenance before passing materials to a senior cartographer Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
- Automated feature extraction review — runs AI-generated delineations of hydrography, topography, and cultural features against stereoplotting outputs, flagging mismatches for human correction rather than accepting results wholesale 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..
- AI-supported legal boundary research — directs an AI assistant to parse and summarize legal land records, then applies professional judgment to reconcile discrepancies and establish authoritative boundary lines Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
- Computational map production pipeline — orchestrates AI-assisted drafting tools to generate trace maps, charts, and three-dimensional terrain models, retaining authorship of projection choices, scale decisions, and symbology standards WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
- Accuracy inspection with AI flagging — uses AI quality-control routines to scan final map compositions for geometric inconsistencies and missing features, then adjudicates each flagged item against source data and field truth Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
- Photogrammetric workflow augmentation — integrates AI-driven point-cloud processing into the stereoplotting pipeline, calibrating model parameters and validating elevation data outputs against ground control points.
- End-to-end AI workflow architecture — designs and governs multi-stage AI pipelines that span data ingestion, automated feature classification, and cartographic rendering, defining validation checkpoints and human-override protocols at each transition 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..
- Critical evaluation of AI boundary delineation — benchmarks AI-produced boundary interpretations against legal records and jurisdictional precedents, authoring formal accuracy assessments that guide organizational policy on AI tool adoption in cadastral projects Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
- Cross-disciplinary AI integration — leads teams in embedding computational thinking practices into photogrammetric and cartographic workflows, ensuring AI tool outputs meet professional, regulatory, and publication standards WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Evidence pack
- SAFI positioning
- Top skill: Reading ComprehensionScore: 45.5 / 100Quadrant: Q2_ai_augmentedprecision: exact
- WEF cluster
- Computational Thinkingcomputational_thinking
Pathsmith Durable Skills Framework
Pathsmith Durable Skills Framework
Ten durable-skill domains mapped to four proficiency/role levels for each occupation. Each statement is aligned to the Pathsmith taxonomy, derived from trusted grounding data and mapped to occupation-specific O*NET tasks and skills.
1Communication9 statements
- Map annotation clarity — labels cartographic features using standard conventions and accepted terminology in preliminary drafts 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.
- Technical report drafting — writes basic descriptions of data sources, survey notes, and compilation methods 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.
- Client requirement interpretation — listens actively to project stakeholders to clarify geographic scope, scale, and feature priorities before beginning map compilation 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.
- Data source documentation — writes clear metadata descriptions for aerial photographs, survey records, and digital datasets used in map preparation 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.
- Technical findings presentation — communicates photogrammetric analysis results, including elevation accuracy and feature delineation outcomes, to engineering and planning 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.
- Cross-discipline coordination — exchanges spatial data requirements and boundary definitions with surveyors, GIS analysts, and legal teams through precise written and verbal communication 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.
- Map revision justification — documents corrections and adjustments to existing maps with written rationale referencing source discrepancies and updated records O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Geospatial knowledge translation — presents complex geodetic and photogrammetric concepts to non-technical audiences, including planners, attorneys, and policymakers, with precision and accessibility 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.
- Standards authorship — authors technical guidelines and style specifications for map production workflows, ensuring organization-wide consistency and regulatory compliance 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.
2Leadership8 statements
- Task ownership initiation — takes responsibility for assigned map compilation subtasks, completing data gathering and feature delineation within established project parameters Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Peer support orientation — assists junior technicians in locating reference materials, including survey notes and aerial photograph archives, during onboarding Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Project milestone ownership — tracks personal deliverables across multi-phase mapping projects, proactively flagging schedule risks to project leads 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.
- Quality checkpoint leadership — leads self-directed inspections of draft maps and photogrammetric outputs before submission for formal 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.
- Production team coordination — directs small teams of cartographic technicians through aerial photo interpretation and stereoplotting workflows, assigning tasks by skill level 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.
- Boundary dispute resolution leadership — guides interdisciplinary teams through review of legal records and geodetic data to establish defensible property boundaries 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.
- Organizational cartographic vision — establishes department-wide standards for remote sensing data acquisition, photogrammetric processing, and map quality assurance 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.
- Mentorship program development — designs structured mentorship pathways for emerging cartographers, incorporating geodetic principles, digital tools, and professional ethics Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
3Metacognition8 statements
- Skill gap recognition — identifies personal limitations in stereoplotting or geodetic calculation and seeks targeted learning resources to address gaps Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Error pattern awareness — reflects on recurring mistakes in feature delineation or coordinate identification to adjust personal workflows 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.
- Learning strategy selection — chooses between self-study of mathematical formulas, peer consultation, or software tutorials based on the specific technical challenge encountered 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.
- Workflow self-assessment — evaluates personal map compilation efficiency after each project phase, identifying steps that introduced inaccuracy or delay 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.
- Cognitive load management — structures complex photogrammetric processing tasks into sequenced subtasks to maintain accuracy across long-duration projects Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Feedback integration — systematically incorporates reviewer corrections on map completeness and geodetic accuracy into revised personal production 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.
- Epistemic humility modeling — openly acknowledges the limits of photogrammetric interpretation in ambiguous terrain conditions and demonstrates structured approaches to uncertainty resolution for junior staff Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Continuous methodology evaluation — periodically audits personal and team mapping methodologies against emerging remote sensing technologies and geodetic standards to drive iterative improvement 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.
4Critical Thinking9 statements
- Source credibility assessment — evaluates the reliability of survey notes, historical maps, and aerial photographs before incorporating them into map compilation 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.
- Discrepancy identification — recognizes inconsistencies between existing map records and newly collected remote sensing data during initial 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.
- Boundary evidence analysis — examines legal records, geodetic points, and physical features to reason through conflicting boundary delineation claims 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.
- Scale and projection reasoning — evaluates the appropriateness of selected map projections and scales relative to intended use cases and geographic extent 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.
- Multi-source data reconciliation — synthesizes aerial photography, LiDAR, survey notes, and legacy maps to resolve feature conflicts and produce accurate final compositions 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.
- Accuracy standard evaluation — applies mathematical error analysis to photogrammetric outputs, identifying whether positional tolerances meet project and regulatory specifications 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.
- Assumption scrutiny — challenges inherited map conventions and historical boundary assumptions when new geodetic evidence or legal records contradict established depictions 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.
- Systemic error diagnosis — isolates root causes of systematic positional error across entire photogrammetric production pipelines, distinguishing instrument, methodology, and data-source contributors 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.
- Methodological framework critique — evaluates organizational remote sensing and map compilation methodologies against current geodetic science, recommending evidence-based revisions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
5Collaboration8 statements
- Data sharing participation — contributes compiled aerial photographs and survey records to shared project repositories in agreed formats for team use 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.
- Interdisciplinary listening — receives and integrates input from surveyors and engineers on ground-truth conditions that affect photogrammetric interpretation 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.
- Cross-functional boundary work — collaborates with legal and land-use planning teams to align cartographic boundary delineations with statutory and regulatory 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.
- Review cycle participation — engages constructively in peer review of draft maps, providing specific technical feedback on feature accuracy and completeness 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.
- Remote sensing team integration — coordinates data collection schedules, flight parameters, and processing handoffs with remote sensing pilots, field surveyors, and GIS analysts 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.
- Client collaboration management — negotiates map specification trade-offs with clients regarding resolution, feature inclusion, and delivery timelines based on technical constraints Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Inter-agency geospatial collaboration — leads multi-organization mapping initiatives involving federal, state, and local stakeholders, aligning diverse data standards and jurisdictional 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.
- Collaborative conflict resolution — mediates technical disagreements between cartographic, surveying, and legal teams regarding boundary evidence interpretation, driving consensus-based decisions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
- Data integrity adherence — accurately records source materials and measurement inputs without alteration, maintaining fidelity to raw survey and photographic 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.
- Professional conduct orientation — respects confidentiality of proprietary geographic data and client boundary information encountered during map preparation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Error accountability — acknowledges and documents personal mistakes in map compilation or geodetic calculation, initiating corrections without prompting Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Regulatory compliance commitment — applies relevant geodetic and mapping standards consistently, even when shortcuts would reduce production 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.
- Cartographic ethics practice — refuses to manipulate boundary delineations or omit features to serve client preferences that contradict survey evidence or legal 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.
- Accuracy accountability — takes full professional responsibility for the completeness and correctness of final map compositions submitted for official or legal use 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.
- Ethical standards advocacy — champions organizational policies that protect the integrity of cartographic and photogrammetric outputs against political or commercial pressure to misrepresent geographic reality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Professional trustworthiness modeling — demonstrates consistent alignment between stated methodologies and actual production practices, building institutional credibility with clients, agencies, and legal authorities 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.
7Creativity8 statements
- Visualization experimentation — explores alternative symbology and color schemes to improve the readability of topographic and planimetric features on draft maps 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.
- Data representation curiosity — experiments with different projection types to assess which best conveys spatial relationships for a given geographic region 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.
- Novel data fusion — combines aerial photography with unconventional secondary data sources, such as historical records or satellite imagery, to fill spatial information gaps 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.
- Three-dimensional model innovation — develops creative approaches to terrain representation using stereoscopic plotting and computer graphics tools beyond standard workflow 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.
- Custom cartographic product design — designs specialized maps, charts, and three-dimensional models tailored to unique client needs that existing templates do not address 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.
- Remote sensing technique adaptation — adapts photogrammetric collection and processing workflows to novel terrain types or environmental conditions not covered by standard protocols 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.
- Methodological invention — develops new photogrammetric processing pipelines or cartographic production methods that improve accuracy, efficiency, or representational quality beyond current industry practice 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.
- Geospatial visualization leadership — pioneers advanced cartographic communication formats, including interactive and immersive spatial models, that redefine how geographic information is conveyed to diverse audiences Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
8Growth Mindset8 statements
- Technology adoption willingness — approaches unfamiliar remote sensing software and stereoplotting equipment as learning opportunities rather than obstacles 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.
- Correction receptivity — treats reviewer feedback on map accuracy and feature completeness as instructional input rather than personal criticism 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.
- Emerging technology pursuit — actively seeks training in new digital photogrammetric tools and GIS platforms to expand technical capability 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.
- Challenge reframing — approaches complex boundary disputes or ambiguous aerial imagery interpretation as opportunities to deepen geodetic and legal reasoning skills 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.
- Iterative refinement commitment — revisits and improves map products through multiple correction cycles, treating each revision as skill-building rather than rework 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.
- Cross-discipline learning — proactively studies adjacent fields including remote sensing physics, land law, and geographic information science to strengthen cartographic 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.
- Learning culture cultivation — creates team environments where experimenting with new photogrammetric methods and learning from production errors are normalized and rewarded Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Field evolution leadership — models continuous professional development by pursuing advanced certifications, publishing methodological research, and integrating emerging geospatial science into daily practice 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.
9Mindfulness8 statements
- Sustained attention practice — maintains focused concentration during repetitive feature delineation tasks to prevent compounding positional errors across large aerial datasets 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.
- Stress recognition — recognizes when deadline pressure is degrading the accuracy of geodetic calculations and pauses to recalibrate before proceeding Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Intentional review practice — approaches final map inspection with deliberate, systematic attention rather than rushing, catching completeness and accuracy issues before submission 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.
- Cognitive fatigue management — structures long photogrammetric processing sessions with deliberate breaks to sustain precision on high-stakes stereoplotting work Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Situational awareness in ambiguous data — maintains calm, methodical attention when aerial imagery is obscured or contradictory, avoiding premature feature classification 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.
- Emotion regulation under scrutiny — manages professional composure when map accuracy is challenged by clients or legal authorities, responding with evidence-based clarification 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.
- Attentional standard setting — establishes team norms for mindful quality review practices that reduce systematic errors in high-volume cartographic production environments Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Intentional technology engagement — models purposeful, selective use of automated photogrammetric tools, ensuring human oversight is maintained at critical accuracy decision points Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
10Fortitude8 statements
- Persistence through complexity — continues working through difficult geodetic calculations or ambiguous aerial photograph interpretation without abandoning the task prematurely 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.
- Deadline resilience — maintains production quality on map compilation tasks despite compressed timelines or incomplete source data Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Setback recovery — returns to interrupted or rejected map projects with renewed methodology after client feedback or quality review identifies significant inaccuracies 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.
- Ambiguity tolerance — sustains productive work output when boundary evidence is legally contested or aerial imagery quality is substandard, pursuing alternative verification pathways 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.
- Long-project endurance — maintains accuracy standards and professional engagement across multi-year cartographic projects involving iterative data collection, revision, and regulatory review cycles Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
- Conflict navigation perseverance — persists through prolonged interdisciplinary disputes over boundary delineation, continuing evidence-based analysis despite prolonged uncertainty 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.
- Organizational resilience modeling — guides teams through project failures, data loss events, or scope overruns with constructive problem-solving and sustained commitment to deliverable quality Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
- Courageous accuracy defense — maintains and publicly defends cartographic findings when challenged by political, legal, or client pressures that contradict survey evidence and geodetic 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.
Show O*NET source anchors51 anchors · skillscrosswalk.com
O*NET enrichment · skillscrosswalk.com
Suggest an O*NET correctionSource anchors that ground each statement
- Compile data required for map preparation, including aerial photographs, survey notes, records, reports, and original maps.
- Delineate aerial photographic detail, such as control points, hydrography, topography, and cultural features, using precision stereoplotting apparatus or drafting instruments.
- Prepare and alter trace maps, charts, tables, detailed drawings, and three-dimensional optical models of terrain using stereoscopic plotting and computer graphics equipment.
- Study legal records to establish boundaries of local, national, and international properties.
- Inspect final compositions to ensure completeness and accuracy.
- Revise existing maps and charts, making all necessary corrections and adjustments.
- Identify, scale, and orient geodetic points, elevations, and other planimetric or topographic features, applying standard mathematical formulas.
- Collect information about specific features of the Earth, using aerial photography and other digital remote sensing techniques.
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.