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Include application/site performance work; exclude pure product electronics testing or middleware bring-up from this guide’s core. Field service may support deployments but centers on uptime after handover.", "id": "systems-integration-engineer", "familyId": "integration-operations", "postingCount": 68, "employerCount": 27, "reviewedCount": 5, "sample": "broad-sample", "skills": [ { "id": "python", "label": "Python", "count": 44, "required": 30, "preferred": 8, "contextual": 6 }, { "id": "cpp", "label": "C++", "count": 38, "required": 28, "preferred": 5, "contextual": 5 }, { "id": "linux", "label": "Linux", "count": 28, "required": 17, "preferred": 10, "contextual": 1 }, { "id": "ros-unspecified", "label": "ROS (version unspecified)", "count": 15, "required": 7, "preferred": 8, "contextual": 0 }, { "id": "commissioning", "label": "Commissioning", "count": 13, "required": 2, "preferred": 3, "contextual": 8 }, { "id": "root-cause", "label": "Root cause analysis", "count": 13, "required": 5, "preferred": 0, "contextual": 8 } ], "topEmployers": [ { "name": "Shield AI", "count": 14 }, { "name": "Applied Intuition", "count": 8 }, { "name": "FieldAI", "count": 7 }, { "name": "Anduril Industries", "count": 5 } ], "salaryExamples": [ { "employer": "Applied Intuition", "title": "Application Engineer - Technical Customer Lead", "location": "Sunnyvale", "minimum": 105000, "maximum": 185000, "currency": "USD", "period": "year", "basis": "advertised-salary", "url": "https://jobs.ashbyhq.com/applied/6e6b218a-ef17-45fe-86ba-0bf33199016f", "verifiedAt": "2026-11-02T17:47:01+00:00", "sourceTextSha256": "49199cd1a9899a9b58471e221c3d84e37f2c25c7a7d2553dea04e05967bc9d54" }, { "employer": "Dexterity", "title": "Forward Deployed Engineer", "location": "Redwood City, CA", "minimum": 130000, "maximum": 170000, "currency": "USD", "period": "year", "basis": "advertised-salary", "url": "https://jobs.lever.co/dexterity/5005c9a7-4014-4ccb-8d13-c109951f9097", "verifiedAt": "2026-11-02T17:46:57+00:00", "sourceTextSha256": "9fccff959af2df4c05dea5a14986463066bfdac5e0c41cdb6cdb432e8f89afd4" }, { "employer": "FieldAI", "title": "Field Application Engineer", "location": "Remote - US", "minimum": 60000, "maximum": 150000, "currency": "USD", "period": "year", "basis": "advertised-salary", "url": "https://jobs.lever.co/field-ai/3a115140-cbee-4d96-b61d-7403596b77ca", "verifiedAt": "2026-11-02T17:46:56+00:00", "sourceTextSha256": "027249a0a13c95786c8106d34d3a5291875a9cbf648107b0b918ecfd2ed2bfd0" } ], "postingExamples": [ { "employer": "ANYbotics", "title": "Field Deployment Technician, Industrial Robotics", "url": "https://jobs.lever.co/anybotics/21610dea-72a2-4771-8fb9-0d9c00b7b3dd", "locations": [ "United States" ] }, { "employer": "Applied Intuition", "title": "Forward Deployed Engineer - New Grad (2027)", "url": "https://jobs.ashbyhq.com/applied/289cead6-d731-4ca4-95e2-e83cee83c20c", "locations": [ "Tokyo" ] }, { "employer": "Nimble Robotics", "title": "Senior Systems Integration Engineer", "url": "https://job-boards.greenhouse.io/nimblerobotics/jobs/4398427009", "locations": [ "San Francisco, California, United States" ] } ] }, { "title": "Industrial Automation Engineer", "category": "Integration & Operations", "ownedOutput": "Control logic connecting intelligent robots to industrial equipment.", "guideScope": "PLC programming, HMI, industrial networks, machine interfaces, interlocks, sequencing and cell commissioning.", "searchVariants": [ "Controls Engineer, PLC Programming", "Automation Controls Engineer", "PLC Engineer" ], "boundary": "Programmable logic controllers and cell/equipment coordination, differentiated from feedback robot dynamics. FieldAI’s Automation Engineer is instead an ML deployment role and must not be used as PLC evidence.", "id": "industrial-automation-engineer", "familyId": "integration-operations", "postingCount": 10, "employerCount": 6, "reviewedCount": 3, "sample": "thin-sample", "skills": [ { "id": "plc", "label": "PLC programming", "count": 10, "required": 10, "preferred": 0, "contextual": 0 }, { "id": "feedback-control", "label": "Feedback control", "count": 8, "required": 3, "preferred": 1, "contextual": 4 }, { "id": "hmi", "label": "HMI", "count": 5, "required": 3, "preferred": 0, "contextual": 2 }, { "id": "pid", "label": "PID control", "count": 4, "required": 2, "preferred": 1, "contextual": 1 }, { "id": "root-cause", "label": "Root cause analysis", "count": 4, "required": 0, "preferred": 1, "contextual": 3 }, { "id": "scada", "label": "SCADA", "count": 4, "required": 3, "preferred": 0, "contextual": 1 } ], "topEmployers": [ { "name": "Anduril Industries", "count": 4 }, { "name": "Saronic", "count": 2 }, { "name": "Agile Robots", "count": 1 }, { "name": "Intrinsic", "count": 1 } ], "salaryExamples": [ { "employer": "OSARO", "title": "Controls Engineer, PLC Programming", "location": "San Francisco", "minimum": 125000, "maximum": 145000, "currency": "USD", "period": "year", "basis": "advertised-salary", "url": "https://jobs.lever.co/osaro/c2137e2f-3e01-4eb4-b635-0c97fddc8c57", "verifiedAt": "2026-11-02T17:46:57+00:00", "sourceTextSha256": "cefa453484f825888321febcf6510aebfb154df4d57fb342ceef71a12e01edf9" } ], "postingExamples": [ { "employer": "Anduril Industries", "title": "Controls Engineer, Manufacturing Automation", "url": "https://boards.greenhouse.io/andurilindustries/jobs/5234512007?gh_jid=5234512007", "locations": [ "Costa Mesa, California, United States" ] }, { "employer": "Intrinsic", "title": "Senior Automation and Controls Engineer", "url": "https://boards.greenhouse.io/intrinsicrobotics/jobs/6223613004?gh_jid=6223613004", "locations": [ "Mountain View, California", "Mountain View, California, United States" ] }, { "employer": "OSARO", "title": "Controls Engineer, PLC Programming", "url": "https://jobs.lever.co/osaro/c2137e2f-3e01-4eb4-b635-0c97fddc8c57", "locations": [ "San Francisco" ] } ] }, { "title": "Systems Safety Engineer", "category": "Integration & Operations", "ownedOutput": "A defensible safety argument and system safety requirements.", "guideScope": "Hazard analysis, risk assessment, safety requirements/mechanisms, functional safety and safety-case evidence.", "searchVariants": [ "System Safety Engineer", "Functional Safety Engineer", "Robotics Safety Engineer" ], "boundary": "Safety engineering is broader than a final deployment check. This navigation category is its home, but safety work spans design through operation. V&V supplies evidence against requirements; safety engineering defines and argues acceptable risk.", "id": "systems-safety-engineer", "familyId": "integration-operations", "postingCount": 29, "employerCount": 16, "reviewedCount": 3, "sample": "limited-sample", "skills": [ { "id": "hara", "label": "Hazard analysis / risk assessment", "count": 19, "required": 10, "preferred": 3, "contextual": 6 }, { "id": "fmea", "label": "FMEA / FMECA / FMEDA", "count": 18, "required": 8, "preferred": 2, "contextual": 8 }, { "id": "verification-validation", "label": "Verification & validation", "count": 17, "required": 11, "preferred": 1, "contextual": 5 }, { "id": "fta", "label": "Fault tree analysis", "count": 16, "required": 7, "preferred": 2, "contextual": 7 }, { "id": "iso26262", "label": "ISO 26262", "count": 16, "required": 12, "preferred": 3, "contextual": 1 }, { "id": "iec61508", "label": "IEC 61508", "count": 13, "required": 8, "preferred": 3, "contextual": 2 } ], "topEmployers": [ { "name": "Gatik", "count": 4 }, { "name": "Waymo", "count": 4 }, { "name": "Apptronik", "count": 3 }, { "name": "NVIDIA", "count": 3 } ], "salaryExamples": [ { "employer": "Applied Intuition", "title": "System Safety Engineer, Autonomy Trucking", "location": "Sunnyvale", "minimum": 118000, "maximum": 250000, "currency": "USD", "period": "year", "basis": "advertised-salary", "url": "https://jobs.ashbyhq.com/applied/59466c8f-a1ff-42b6-9a60-3eeedc95de07", "verifiedAt": "2026-11-02T17:47:01+00:00", "sourceTextSha256": "0ac1cc08d079d28cc8751dea4bc87b1167fcede600ae6a49d5f374167524f475" }, { "employer": "Dexterity", "title": "Lead Functional Safety Engineer", "location": "Redwood City, CA", "minimum": 186000, "maximum": 232000, "currency": "USD", "period": "year", "basis": "advertised-salary", "url": "https://jobs.lever.co/dexterity/ab404c3f-a336-4a6c-b31b-07d048feb3dc", "verifiedAt": "2026-11-02T17:46:57+00:00", "sourceTextSha256": "8fba34a791f9af427946d7ce3a6f140c4e603a313f8ac24d410b7e02c64b85e7" }, { "employer": "Rhoda AI", "title": "Senior System Safety Engineer- Robot Stability", "location": "Mountain View", "minimum": 175000, "maximum": 250000, "currency": "USD", "period": "year", "basis": "advertised-salary", "url": "https://jobs.ashbyhq.com/rhoda-ai/6a0d4141-9114-4a67-924c-a7f4486a1f63", "verifiedAt": "2026-11-02T17:47:01+00:00", "sourceTextSha256": "50ada39a9bded2f1cade673fd2d5fdc39f0020f339b37d190201ebfa7a810957" } ], "postingExamples": [ { "employer": "Apptronik", "title": "Staff Systems Safety Engineer", "url": "https://boards.greenhouse.io/apptronik/jobs/6235161004?gh_jid=6235161004", "locations": [ "Sunnyvale, California", "Sunnyvale, California, United States" ] }, { "employer": "Humanoid", "title": "Senior Functional Safety Engineer", "url": "https://jobs.ashbyhq.com/humanoid/2aa29ad5-ba32-4356-af31-9af6365696c9", "locations": [ "US, Boston, MA" ] }, { "employer": "Zoox", "title": "Sensing and Perception System Safety Engineer", "url": "https://jobs.lever.co/zoox/887c7590-e98d-4997-b85d-e3956381fd57", "locations": [ "Foster City, CA" ] } ] }, { "title": "Field Service Engineer", "category": "Integration & Operations", "ownedOutput": "Reliable operation restored and maintained at deployed sites.", "guideScope": "Diagnostics, repairs, preventive maintenance, upgrades, spares, service documentation and feedback to product engineering.", "searchVariants": [ "Robotics Field Service Engineer", "Field Service Technician", "Robotics Maintenance Technician" ], "boundary": "Use technician and engineer variants as relevant search routes where duties align, without claiming identical credentials or scope everywhere. Initial installation roles may instead belong in integration.", "id": "field-service-engineer", "familyId": "integration-operations", "postingCount": 43, "employerCount": 19, "reviewedCount": 3, "sample": "limited-sample", "skills": [ { "id": "preventive-maintenance", "label": "Preventive maintenance", "count": 18, "required": 0, "preferred": 0, "contextual": 18 }, { "id": "oscilloscope", "label": "Oscilloscopes / instrumentation", "count": 14, "required": 9, "preferred": 1, "contextual": 4 }, { "id": "root-cause", "label": "Root cause analysis", "count": 14, "required": 4, "preferred": 1, "contextual": 9 }, { "id": "incident-logging", "label": "Incident / issue logging", "count": 11, "required": 1, "preferred": 10, "contextual": 0 }, { "id": "linux", "label": "Linux", "count": 9, "required": 4, "preferred": 4, "contextual": 1 }, { "id": "machining", "label": "Machining / fabrication", "count": 9, "required": 3, "preferred": 4, "contextual": 2 } ], "topEmployers": [ { "name": "Anduril Industries", "count": 5 }, { "name": "Boston Dynamics", "count": 5 }, { "name": "Nimble Robotics", "count": 5 }, { "name": "Path Robotics", "count": 4 } ], "salaryExamples": [ { "employer": "Shield AI", "title": "Customer Sustainment Engineer -open level (R5502)", "location": "San Diego, California / Washington, D.C.", "minimum": 160000, "maximum": 290000, "currency": "USD", "period": "year", "basis": "advertised-salary", "url": "https://jobs.lever.co/shieldai/ee614940-c594-41da-8432-8a677e21520d", "verifiedAt": "2026-11-02T17:46:57+00:00", "sourceTextSha256": "b072e44c79ce7dff73855d8de053642be25fd8087fa23faa4379202d83ccfb7d" } ], "postingExamples": [ { "employer": "Agile Robots", "title": "Robot Service Engineer - Data Collection (m/f/d) Fixed-term 18 months", "url": "https://job-boards.eu.greenhouse.io/agilerobotsse/jobs/5013112101", "locations": [ "Munich, Bavaria, Germany" ] }, { "employer": "Dexterity", "title": "Field Service Engineer", "url": "https://jobs.lever.co/dexterity/0630d2f1-586c-4819-a111-a6188462af3b", "locations": [ "Redwood City, CA" ] }, { "employer": "Serve Robotics", "title": "Service Technician II", "url": "https://jobs.ashbyhq.com/serverobotics/946fe8ed-7c4a-462c-97ca-6d7843a45fa3", "locations": [ "Atlanta, GA", "Miami, FL" ] } ] }, { "title": "Robot Operations Specialist", "category": "Integration & Operations", "ownedOutput": "A successfully executed and documented robot mission or shift.", "guideScope": "Robot operation, deployment support, intervention, checklists, behavior observation, incident logging and operational feedback.", "searchVariants": [ "Robot Operator", "Robotics Operations Specialist", "Fleet Operations Specialist", "Teleoperations Specialist" ], "boundary": "Operating robots differs from repairing them or building fleet software. Data-collection-only teleoperation can be a related separate specialization rather than an automatic alias.", "id": "robot-operations-specialist", "familyId": "integration-operations", "postingCount": 64, "employerCount": 19, "reviewedCount": 3, "sample": "broad-sample", "skills": [ { "id": "incident-logging", "label": "Incident / issue logging", "count": 23, "required": 3, "preferred": 13, "contextual": 7 }, { "id": "linux", "label": "Linux", "count": 15, "required": 1, "preferred": 14, "contextual": 0 }, { "id": "teleoperation", "label": "Teleoperation", "count": 10, "required": 0, "preferred": 1, "contextual": 9 }, { "id": "bash", "label": "Bash / shell", "count": 8, "required": 0, "preferred": 8, "contextual": 0 }, { "id": "data-curation", "label": "Data curation / quality", "count": 5, "required": 1, "preferred": 0, "contextual": 4 }, { "id": "fault-injection", "label": "Fault injection", "count": 4, "required": 0, "preferred": 0, "contextual": 4 } ], "topEmployers": [ { "name": "Serve Robotics", "count": 13 }, { "name": "Dyna Robotics", "count": 8 }, { "name": "Figure", "count": 8 }, { "name": "Anduril Industries", "count": 6 } ], "salaryExamples": [ { "employer": "Shield AI", "title": "Senior V-BAT Air Vehicle Operator, Demonstration (R5505)", "location": "Dallas, Texas", "minimum": 100000, "maximum": 140000, "currency": "USD", "period": "year", "basis": "advertised-salary", "url": "https://jobs.lever.co/shieldai/63014ba5-212a-401a-9ee7-10b7a88d9622", "verifiedAt": "2026-11-02T17:46:57+00:00", "sourceTextSha256": "8177ffe1cd87a70663e4f92a6d66000fcded5ac6c88b44c46d3c87104b982272" } ], "postingExamples": [ { "employer": "Figure", "title": "Humanoid Robot Operator (Morning Shift)", "url": "https://job-boards.greenhouse.io/figureai/jobs/4406268006", "locations": [ "San Jose, CA", "San Jose, California, United States" ] }, { "employer": "Nuro", "title": "Autonomous Vehicle Operator - Overnight", "url": "https://nuro.ai/careersitem?gh_jid=8172396", "locations": [ "California - LA", "Los Angeles, CA" ] }, { "employer": "Serve Robotics", "title": "Operations Associate", "url": "https://jobs.ashbyhq.com/serverobotics/d1e62cb0-c826-469c-9457-4b221ed34cc0", "locations": [ "Dallas, TX" ] } ] } ], "methodology": { "snapshot": "2026-11-02", "generatedAt": "2026-11-02T18:18:39+00:00", "baseline": "75 manually coded robot-learning postings from October 31, 2026; the expanded study spans 20 roles.", "unit": "Distinct listed advertisement / requisition where observable; not individual hires.", "primaryRolePolicy": "Exactly one primary family per included posting. Other candidate matches and ambiguity remain available in SQLite.", "deduplication": "Same employer/provider/internal job ID; then identical normalized title and full description. Locations and source IDs/URLs are merged. No fuzzy deduplication silently applied.", "roleReview": "Analyst-reviewed where source hash or unchanged prior full text supports the decision; otherwise title-and-work deterministic screening. Ambiguous assignments excluded from headline counts.", "skillReview": "Machine-coded section/clause evidence, strongest state once per posting/concept. Exact evidence and match offsets retained. No claim all records were manually coded.", "skillsDenominator": "All included postings in the selected role; additionally employer presence and equal-employer mean mention rates are retained.", "educationExperience": "Preserved conditional clauses; no automatic universal degree or years requirement inferred.", "compensation": "Official structured salary fields normalized where present; textual clauses retained separately. No mixed-currency or total-compensation market estimate.", "coverageBandThresholds": { "broad-sample": ">=50 postings and >=8 employers", "limited-sample": ">=20 postings and >=4 employers", "thin-sample": "Below either limited threshold. These are sample-size labels, not accuracy estimates." }, "collection": "Public employer ATS feeds and public Workday search/detail endpoints. No aggregator counts used. Workday search POST is a read-only query.", "coverage": "See collection.json and employers.csv for source status, keyword scope, incomplete indexes and failures. Missing is unknown, not zero.", "historicalPolicy": "Keep dated snapshots; same-date explicit refresh archives prior raw metadata and response. Do not infer trends from the earlier narrow study.", "configurationSha256": { "employers.json": "b61ce3b682e9b5d2bda5a45553c1649e26cdfff1d38c2f40beadcad786acb80a", "taxonomy.json": "8cfb4e1ad4209ad42f8f3406046f77508aef2013443eb657d488043635d1d72f", "codebook.json": "7329b03b1e6c8ed00ba27a317ac69da8ec0c2fe121421d3d49354b42ba7a4fbe", "market_rules.py": "5959dbd0c72a78137dacdeda621adaad3de4c95b82e97603aa30d2394092c1d7", "build-market.py": "abec2f66508c718928a010cff3b478c08f79b33d5b173039bd0aecfa6b4a8585", "collect-market.py": "5f990353e815da8fe0ae2ac682d0dd5da60c163e3cf37e4f18af1e54789594c1" }, "limitations": [ "Counts describe deduplicated published advertisements in tracked employer boards, not hires, headcount or the entire market.", "Every included record has a role assignment; most role assignments and all new skill coding use transparent automated rules. Review before publishing guide claims.", "The 750 target applies across all 20 roles. It is not 750 robot-learning jobs or 750 per role.", "Employer coverage is purposive and unequal. Missing or failed boards are unknown, not zero.", "Required-or-option includes alternatives and examples in required qualification sections; it does not make each named option compulsory.", "Unobserved skills may still be needed. Counts measure explicit posting wording.", "A single snapshot does not establish hiring growth or new/closed counts. Earlier small studies have different scopes.", "English-language public boards dominate; country labels combine supplied metadata and explicit location rules." ], "apiDocumentation": [ "https://docs.greenhouse.io/job-board.html", "https://github.com/lever/postings-api", "https://developers.ashbyhq.com/docs/public-job-posting-api" ] }, "coverage": [ { "id": "anduril", "name": "Anduril Industries", "boardUrl": "https://job-boards.greenhouse.io/andurilindustries", "coverageStatus": "collected", "collectionScope": "whole-public-board", "screenedPostingCount": 125 }, { "id": "shield-ai", "name": "Shield AI", "boardUrl": "https://jobs.lever.co/shieldai", "coverageStatus": "collected", "collectionScope": "whole-public-board", "screenedPostingCount": 104 }, { "id": "applied-intuition", "name": "Applied Intuition", "boardUrl": "https://jobs.ashbyhq.com/applied", "coverageStatus": "collected", "collectionScope": "whole-public-board", "screenedPostingCount": 55 }, { "id": "saronic", "name": "Saronic", "boardUrl": "https://jobs.ashbyhq.com/saronic", "coverageStatus": "collected", "collectionScope": "whole-public-board", "screenedPostingCount": 54 }, { "id": "nvidia", "name": "NVIDIA", "boardUrl": "https://nvidia.wd5.myworkdayjobs.com/NVIDIAExternalCareerSite", "coverageStatus": "collected-partial", "collectionScope": "keyword-filtered-public-board", "screenedPostingCount": 44 }, { "id": "zoox", "name": "Zoox", "boardUrl": "https://jobs.lever.co/zoox", "coverageStatus": "collected", "collectionScope": "whole-public-board", "screenedPostingCount": 44 }, { "id": "zipline", "name": "Zipline", "boardUrl": "https://job-boards.greenhouse.io/flyzipline", "coverageStatus": "collected", "collectionScope": "whole-public-board", "screenedPostingCount": 42 }, { "id": "fieldai", "name": "FieldAI", "boardUrl": "https://jobs.lever.co/field-ai", "coverageStatus": "collected", "collectionScope": "whole-public-board", "screenedPostingCount": 40 }, { "id": "humanoid", "name": "Humanoid", "boardUrl": "https://jobs.ashbyhq.com/humanoid", "coverageStatus": "collected", "collectionScope": "whole-public-board", "screenedPostingCount": 37 }, { "id": "figure", "name": "Figure", "boardUrl": "https://job-boards.greenhouse.io/figureai", "coverageStatus": "collected", "collectionScope": "whole-public-board", "screenedPostingCount": 33 }, { "id": "waymo", "name": "Waymo", "boardUrl": "https://job-boards.greenhouse.io/waymo", "coverageStatus": "collected", "collectionScope": "whole-public-board", "screenedPostingCount": 33 }, { "id": "apptronik", "name": "Apptronik", "boardUrl": "https://job-boards.greenhouse.io/apptronik", "coverageStatus": "collected", "collectionScope": "whole-public-board", "screenedPostingCount": 32 }, { "id": "boston-dynamics", "name": "Boston Dynamics", "boardUrl": "https://bostondynamics.wd1.myworkdayjobs.com/Boston_Dynamics", "coverageStatus": "collected", "collectionScope": "whole-public-board", "screenedPostingCount": 28 }, { "id": "nuro", "name": "Nuro", "boardUrl": "https://job-boards.greenhouse.io/nuro", "coverageStatus": "collected", "collectionScope": "whole-public-board", "screenedPostingCount": 27 }, { "id": "skydio", "name": "Skydio", "boardUrl": "https://jobs.ashbyhq.com/skydio", "coverageStatus": "collected", "collectionScope": "whole-public-board", "screenedPostingCount": 27 }, { "id": "agile-robots", "name": "Agile Robots", "boardUrl": "https://job-boards.greenhouse.io/agilerobotsse", "coverageStatus": "collected", "collectionScope": "whole-public-board", "screenedPostingCount": 26 }, { "id": "one-x", "name": "1X", "boardUrl": "https://jobs.ashbyhq.com/1x", "coverageStatus": "collected", "collectionScope": "whole-public-board", "screenedPostingCount": 25 }, { "id": "gatik", "name": "Gatik", "boardUrl": "https://job-boards.greenhouse.io/gatikaiinc", "coverageStatus": "collected", "collectionScope": "whole-public-board", "screenedPostingCount": 23 }, { "id": "kodiak", "name": "Kodiak Robotics", "boardUrl": 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