{ "schemaVersion": 1, "snapshotId": "physical-ai-2026-11-02-6b48026839dc", "collectedAt": "2026-11-02", "reviewedAt": "2026-11-09", "aggregatePath": "/research/physical-ai-careers-2026-11-02.json", "aggregateSha256": "65a83512b9998d7d17a0cd1be5aaad273dc57eed13fab66180bd7c81877467e7", "rawArchive": { "relativeRoot": "research/physical-ai/2026-11-02", "normalizedRecords": "postings.jsonl", "manifestHash": "6b48026839dcafc9d68144cf3fbedf38889984ad96f667a21e058b4d25f26f14" }, "interpretation": "Separate contextual review layer; original research unchanged.", "roles": { "perception-engineer": { "recordIds": [ "figure:greenhouse:4007375006", "apptronik:greenhouse:6225394004", "agility:greenhouse:6210999004", "path-robotics:greenhouse:8925919002", "pickle-robot:lever:403803e1-68a0-4225-b657-a46e72b64d73", "fieldai:lever:95c1d7a7-f2b4-45ca-9888-2196b14afa77", "rhoda:ashby:5096d04e-0bb8-4fe1-b8bf-e8901a9d013f", "one-x:ashby:8065ae1f-697e-4b73-9ae2-cc55a5373991", "boston-dynamics:workday:R2564" ], "auditPath": "research/career-guides/perception-engineer/evidence-audit.json", "compensation": [ { "employer": "Pickle Robot", "title": "Senior Machine Learning Engineer - Perception", "url": "https://jobs.lever.co/picklerobot/403803e1-68a0-4225-b657-a46e72b64d73", "minimum": 170100, "maximum": 227400, "currency": "USD", "period": "year", "basis": "advertised-salary", "recordId": "pickle-robot:lever:403803e1-68a0-4225-b657-a46e72b64d73", "location": "Charlestown, MA" }, { "employer": "Apptronik", "title": "Senior Perception Learning Engineer", "url": "https://boards.greenhouse.io/apptronik/jobs/6225394004?gh_jid=6225394004", "minimum": 220000, "maximum": 250000, "currency": "USD", "period": "year", "basis": "explicit annual salary; base pay where stated in source", "recordId": "apptronik:greenhouse:6225394004", "location": "Austin, TX / Sunnyvale, CA" }, { "employer": "Figure", "title": "Helix AI Engineer, Perception", "url": "https://job-boards.greenhouse.io/figureai/jobs/4007375006", "minimum": 200000, "maximum": 400000, "currency": "USD", "period": "year", "basis": "explicit annual salary; base pay where stated in source", "recordId": "figure:greenhouse:4007375006", "location": "San Jose, CA" } ], "skillPresentation": "qualitative-source-comparison", "scopeNote": "Broad cohort includes sensor hardware, evaluation, generative research and overlapping localization work. No clean perception-only skill-frequency claim." } }, "records": [ { "id": "figure:greenhouse:4007375006", "employerId": "figure", "employer": "Figure", "title": "Helix AI Engineer, Perception", "locations": [ "San Jose, CA", "San Jose, California, United States" ], "countries": [ "United States" ], "url": "https://job-boards.greenhouse.io/figureai/jobs/4007375006", "verifiedAt": "2026-11-02T17:46:56+00:00", "sourceTextSha256": "66258cc17c8499f20c8643796eb2ff1389ef77a6585b65b8a6e2760ecda03c45", "rawSourceFile": "research/physical-ai/2026-11-02/raw/figure.json", "rawSourceFileSha256": "39395ad0655617fa198367ee666b059bdec8b4d85cb309a8bdb29accf0b10194", "reviewedAt": "2026-11-09", "reviewMethod": "Selected stored full-source contextual review; original cohort classifications and flags retained.", "originalReviewStatus": "role-reviewed", "scope": "Humanoid perception including geometric vision, localization and visuomotor systems.", "qualification": "Strong mathematical foundation in probability, optimization, and linear algebra.", "qualificationSpans": [ { "text": "Strong mathematical foundation in probability, optimization, and linear algebra.", "start": 773, "end": 853 } ] }, { "id": "apptronik:greenhouse:6225394004", "employerId": "apptronik", "employer": "Apptronik", "title": "Senior Perception Learning Engineer", "locations": [ "Austin, TX", "Sunnyvale, CA" ], "countries": [ "United States" ], "url": "https://boards.greenhouse.io/apptronik/jobs/6225394004?gh_jid=6225394004", "verifiedAt": "2026-11-02T17:46:56+00:00", "sourceTextSha256": "183d88909fa962847a5a86e45180ccf2a4a404c961fcbf5d4bfa64593d3624c4", "rawSourceFile": "research/physical-ai/2026-11-02/raw/apptronik.json", "rawSourceFileSha256": "a43b6624a9466a3a5cfa614e697d2e48d3ad0436d985bc8c694cce572962529b", "reviewedAt": "2026-11-09", "reviewMethod": "Selected stored full-source contextual review; original cohort classifications and flags retained.", "originalReviewStatus": "machine-screened", "scope": "Humanoid perception and SLAM, model evaluation and embedded deployment.", "qualification": "MS/PhD in Computer Science, Robotics, Computer Engineering, or related field.", "qualificationSpans": [ { "text": "MS/PhD in Computer Science, Robotics, Computer Engineering, or related field.", "start": 3402, "end": 3479 } ] }, { "id": "agility:greenhouse:6210999004", "employerId": "agility", "employer": "Agility Robotics", "title": "Senior AI Software Engineer, Perception", "locations": [ "Fremont, California, United States", "Hybrid- Any Office (Fremont, CA, Salem, OR, or Pittsburgh, PA)", "Pittsburgh, Pennsylvania, United States" ], "countries": [ "United States" ], "url": "https://www.agilityrobotics.com/about/job-post?gh_jid=6210999004", "verifiedAt": "2026-11-02T17:46:56+00:00", "sourceTextSha256": "b2c9f46117b7900bd28a3e768e8a12bbb53cd34926b4874b692aa1446358ae08", "rawSourceFile": "research/physical-ai/2026-11-02/raw/agility.json", "rawSourceFileSha256": "ac356350940b45d164fbf75881d9254f4c3aadaa5e83e8f798a621610cb7c731", "reviewedAt": "2026-11-09", "reviewMethod": "Selected stored full-source contextual review; original cohort classifications and flags retained.", "originalReviewStatus": "role-reviewed", "scope": "Human and hazard detection, embedded inference and validation.", "qualification": "5+ years of experience in machine learning/perception for robotics", "qualificationSpans": [ { "text": "5+ years of experience in machine learning/perception for robotics", "start": 2384, "end": 2450 } ] }, { "id": "path-robotics:greenhouse:8925919002", "employerId": "path-robotics", "employer": "Path Robotics", "title": "Machine Learning Engineer, Perception", "locations": [ "Columbus, Ohio or Remote", "Columbus, Ohio, United States" ], "countries": [ "United States" ], "url": "https://boards.greenhouse.io/pathrobotics/jobs/8925919002?gh_jid=8925919002", "verifiedAt": "2026-11-02T17:46:59+00:00", "sourceTextSha256": "a74fe1ff9fe6391a18284ddfb506e585b3c9424474b71326dfb4aaa17b2fe63f", "rawSourceFile": "research/physical-ai/2026-11-02/raw/path-robotics.json", "rawSourceFileSha256": "dda49bbc68095b57d6027516973c117de7d1e049b6393bd61747a752e35d13e2", "reviewedAt": "2026-11-09", "reviewMethod": "Selected stored full-source contextual review; original cohort classifications and flags retained.", "originalReviewStatus": "machine-screened", "scope": "Weld perception, point clouds, seam detection and production ROS services.", "qualification": "Master's or Ph.D. in CS, Robotics, or related field (Computer Vision, ML, or Perception); Bachelor's with strong production ML experience also considered.", "qualificationSpans": [ { "text": "Master's or Ph.D. in CS, Robotics, or related field (Computer Vision, ML, or Perception); Bachelor's with strong production ML experience also considered.", "start": 3043, "end": 3197 } ] }, { "id": "pickle-robot:lever:403803e1-68a0-4225-b657-a46e72b64d73", "employerId": "pickle-robot", "employer": "Pickle Robot", "title": "Senior Machine Learning Engineer - Perception", "locations": [ "Charlestown, MA" ], "countries": [ "United States" ], "url": "https://jobs.lever.co/picklerobot/403803e1-68a0-4225-b657-a46e72b64d73", "verifiedAt": "2026-11-02T17:47:00+00:00", "sourceTextSha256": "11ca55ffae5ebfca86ed370d1bbb32f201be348d18c322d0c9ec532bd8eeaae2", "rawSourceFile": "research/physical-ai/2026-11-02/raw/pickle-robot.json", "rawSourceFileSha256": "2de11393fde7ac44bf6084223fc9c560c4c6d1d17192d26d08ebf68459709400", "reviewedAt": "2026-11-09", "reviewMethod": "Selected stored full-source contextual review; original cohort classifications and flags retained.", "originalReviewStatus": "machine-screened", "scope": "Warehouse grasp perception: problem formulation, training data and model evaluation; runtime integration owned by partner teams.", "qualification": "5+ Years of Experience in Machine Learning and Computer Vision, including models you personally carried from problem statement to measured outcome.", "qualificationSpans": [ { "text": "5+ Years of Experience in Machine Learning and Computer Vision, including models you personally carried from problem statement to measured outcome.", "start": 2388, "end": 2535 } ] }, { "id": "fieldai:lever:95c1d7a7-f2b4-45ca-9888-2196b14afa77", "employerId": "fieldai", "employer": "FieldAI", "title": "Robotics Autonomy Engineer, Perception", "locations": [ "Irvine, CA", "Peoria, Illinois" ], "countries": [ "United States" ], "url": "https://jobs.lever.co/field-ai/95c1d7a7-f2b4-45ca-9888-2196b14afa77", "verifiedAt": "2026-11-02T17:46:56+00:00", "sourceTextSha256": "63b7e7207dd96bd272622034fb4242daaa434aac247c82d462cd934e2c6a4410", "rawSourceFile": "research/physical-ai/2026-11-02/raw/fieldai.json", "rawSourceFileSha256": "b6a198e5d315dff84cc36874882fde1f2ec20b78090639cacdfe6811a1edf067", "reviewedAt": "2026-11-09", "reviewMethod": "Selected stored full-source contextual review; original cohort classifications and flags retained.", "originalReviewStatus": "machine-screened", "scope": "Field perception, sensor fusion, localization and on-robot deployment.", "qualification": "PhD degree in Robotics, Computer Science, Electrical Engineering, or a related field or MS degree in a related field with 2+ years of industry or applied research experience, or BS degree in a related field with 4+ years of relevant experience.", "qualificationSpans": [ { "text": "PhD degree in Robotics, Computer Science, Electrical Engineering, or a related field or MS degree in a related field with 2+ years of industry or applied research experience, or BS degree in a related field with 4+ years of relevant experience.", "start": 3248, "end": 3492 } ] }, { "id": "rhoda:ashby:5096d04e-0bb8-4fe1-b8bf-e8901a9d013f", "employerId": "rhoda", "employer": "Rhoda AI", "title": "Robot Perception Engineer", "locations": [ "Mountain View" ], "countries": [ "United States" ], "url": "https://jobs.ashbyhq.com/rhoda-ai/5096d04e-0bb8-4fe1-b8bf-e8901a9d013f", "verifiedAt": "2026-11-02T17:47:01+00:00", "sourceTextSha256": "1c0567c4f25a8e93c1b0ae76d4ba4b156b9171724b11ec51c88ffa72a9d724e9", "rawSourceFile": "research/physical-ai/2026-11-02/raw/rhoda.json", "rawSourceFileSha256": "57292cd4a63e78bba309cca3f2dd2b54a447c617ae01fb0a2d48033f76eb01bc", "reviewedAt": "2026-11-09", "reviewMethod": "Selected stored full-source contextual review; original cohort classifications and flags retained.", "originalReviewStatus": "machine-screened", "scope": "Humanoid sensor integration, object understanding and reliable perception pipelines.", "qualification": "4+ years of experience in robotics perception, computer vision, or a closely related field", "qualificationSpans": [ { "text": "4+ years of experience in robotics perception, computer vision, or a closely related field", "start": 2019, "end": 2109 } ] }, { "id": "one-x:ashby:8065ae1f-697e-4b73-9ae2-cc55a5373991", "employerId": "one-x", "employer": "1X", "title": "AI Researcher - Perception", "locations": [ "San Carlos, CA" ], "countries": [ "United States" ], "url": "https://jobs.ashbyhq.com/1x/8065ae1f-697e-4b73-9ae2-cc55a5373991", "verifiedAt": "2026-11-02T17:47:01+00:00", "sourceTextSha256": "cea91d826e38f0d1ce3ec9d57e856a16e3fd9a85ff89b0a98103f74691a5f7d7", "rawSourceFile": "research/physical-ai/2026-11-02/raw/one-x.json", "rawSourceFileSha256": "fb75df3886349114746f91de16a755ebe56439df3af4941100f8e1745b34eb87", "reviewedAt": "2026-11-09", "reviewMethod": "Selected stored full-source contextual review; original cohort classifications and flags retained.", "originalReviewStatus": "machine-screened", "scope": "Geometric vision, depth, object/human pose, calibration and robot-scene interpretation.", "qualification": "5+ years of relevant industry experience, or an advanced degree plus equivalent hands-on experience", "qualificationSpans": [ { "text": "5+ years of relevant industry experience, or an advanced degree plus equivalent hands-on experience", "start": 4366, "end": 4465 } ] }, { "id": "boston-dynamics:workday:R2564", "employerId": "boston-dynamics", "employer": "Boston Dynamics", "title": "Atlas Staff Perception Engineer, Tactile Sensing", "locations": [ "Waltham Office (POST)" ], "countries": [ "United States" ], "url": "https://bostondynamics.wd1.myworkdayjobs.com/Boston_Dynamics/job/Waltham-Office-POST/Staff-Embedded-Perception-Engineer_R2564", "verifiedAt": "2026-11-02T18:07:51+00:00", "sourceTextSha256": "101e1173a234223d7c63687160f522a3e7ea7d96759cb2fe76644408fa667717", "rawSourceFile": "research/physical-ai/2026-11-02/raw/boston-dynamics.json", "rawSourceFileSha256": "e4eba6426005a36e9b8bebad4343dbcbbafd364e313005299858c8238d421677", "reviewedAt": "2026-11-09", "reviewMethod": "Selected stored full-source contextual review; original cohort classifications and flags retained.", "originalReviewStatus": "machine-screened", "scope": "Tactile perception: processing touch signals into representations for manipulation.", "qualification": "MS or PhD in Electrical Engineering, Computer Science, Robotics, or related field. BS with significant relevant experience will also be considered", "qualificationSpans": [ { "text": "MS or PhD in Electrical Engineering, Computer Science, Robotics, or related field. BS with significant relevant experience will also be considered", "start": 2616, "end": 2762 } ] } ] }