{"id":663912,"url":"https://alion.io/job/bedrockrobotics-internship-2027-behavior-machine-learning-engineer-world-models","title":"2027 Internship Behavior Machine Learning Engineer, World Models","company":{"id":668890,"name":"Bedrock Robotics","domain":"bedrockrobotics.com","url":"https://alion.io/company/bedrockrobotics","size_band":"501-1000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Ashby","truth_index":{"grade":"A","score":89,"open_postings":18,"ghost_share":0,"stale_share":0.444,"repost_share":0,"time_to_fill_p50_days":59,"computed_at":"2026-10-26T05:57:25Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"intern","employment_type":"internship","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["San Francisco, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Imitation Learning","optional":false},{"name":"LLM Evaluation","optional":false},{"name":"Machine Learning","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Reinforcement Learning","optional":false},{"name":"Reinforcement Learning","optional":false},{"name":"World Models","optional":false}],"status":"live","first_seen_at":"2026-09-10T21:16:05Z","employer_posted_date":"2026-09-10","last_verified_at":"2026-10-27T03:55:46Z","board_verified":true,"closed_at":null,"days_open":46,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":46},"description":"Join the team bringing advanced autonomy to the built world\nAt Bedrock, we're moving AI out of the lab and into the real world. Our team includes veterans who helped launch Waymo, scaled Segment to a $3.2B acquisition, and grew Uber Freight to $5B in revenue. Today, we're deploying autonomous systems on heavy construction equipment across the country, improving safety on job sites and accelerating schedules on critical infrastructure projects.\nWe're not here debating the future of AI. We're deploying it in the real world. In just two years, we've raised $350M and achieved the first fully autonomous excavator deployments in construction.\nThis is where algorithms meet steel-toed boots. You'll work alongside construction veterans and world-class engineers to solve physical-world problems that simulations can't touch. If you're ready to do meaningful work on hard problems, we'd love to have you join us.\nAbout the Role & Team\nPredicting what happens next on a construction site is one of the hardest and most valuable problems at Bedrock, whether that's soil dynamics, machine interactions, or the people moving around the site. Every scoop of dirt we move rewrites the scene we have to plan against. The Behavior ML team is building world models that let our machines reason about the near future instead of just reacting to the present. As our intern, you'll train models on real fleet data, run architecture explorations, and work closely with the Behavior and Controls teams to ship what you build onto a real excavator.\nWhat You'll Do\nTrain and evaluate world models on real fleet data collected from autonomous machines in the field\n\nRun architecture explorations and ablations, and make a defensible case for what's actually working\n\nBuild evaluation harnesses and metrics that tell us whether a model is genuinely better\n\nPartner with the behavior and controls teams to connect model outputs to planning and control\n\nPresent your findings and provide a solid foundation for the team to build upon\n\nWhat We're Looking For\nRequired\nCurrently pursuing a BS, MS, or PhD in computer science, machine learning, robotics, or a related field - or bringing equivalent research or industry experience\n\nStrong Python and hands-on experience training models in PyTorch (or equivalent)\n\nAbility to read a paper and turn it into a working implementation\n\nComfort with messy, real-world data - this is not a curated benchmark\n\nSound experimental judgment understanding the difference between a real result and noise\n\nPreferred\nExperience with world models, video prediction, or sequence modeling (e.g., DreamerV3, V-JEPA 2, Genie 3, GAIA-2, NVIDIA Cosmos, etc.)\n\nBackground in reinforcement learning or imitation learning\n\nPrior work with robotics or autonomous vehicle data\n\nFamiliarity with large-scale training infrastructure\n\nBedrock Robotics is an Equal Opportunity Employer\nWe’re committed to building a diverse and inclusive workplace. We consider all qualified applicants for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, ancestry, age, disability, veteran status, genetic information, or any other protected characteristic.\nReasonable Accommodations\nWe want our hiring process to be accessible to everyone. If you need an accommodation to participate in the application or interview process, please let your recruiter know so we can support you.","description_format":"text","description_chars":3421,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"bachelor","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Robotics","Construction Robotics"],"lifecycle":[{"event":"open","at":"2026-09-10T21:49:04Z"}],"visa":[{"country":"US","licensed_sponsor":true,"evidence":"H-1B filings in 12 months: 4","filings_12m":4,"filings_prev_12m":2,"green_card_filings_12m":0,"median_offered_wage_usd":257500,"route":null,"cap_exempt":false,"checked_at":"2026-10-15T11:24:14+00:00","sources":["US Department of Labor: LCA disclosure data (H-1B, H-1B1, E-3)"],"filings_for_role_12m":3}],"liveness":{"score":49,"band":"ok","label":"Likely open","p_open":1,"p_active":0.819,"p_room":0.6,"age_days":45,"expected_fill_days":59,"reasons":["conf:1","velocity","win:late","crowd:junior"],"computed_at":"2026-10-26T05:57:25Z"},"pay":null,"html_url":"https://alion.io/job/bedrockrobotics-internship-2027-behavior-machine-learning-engineer-world-models","json_url":"https://alion.io/job/bedrockrobotics-internship-2027-behavior-machine-learning-engineer-world-models.json","meta":{"generated_at":"2026-10-27T04:05:15Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":3491,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-28T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":668890},"rest":"https://alion.io/mcp/rest/get_company?id=668890"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fbedrockrobotics-internship-2027-behavior-machine-learning-engineer-world-models"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Fbedrockrobotics-internship-2027-behavior-machine-learning-engineer-world-models"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Fbedrockrobotics-internship-2027-behavior-machine-learning-engineer-world-models"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/bedrockrobotics-internship-2027-behavior-machine-learning-engineer-world-models\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fbedrockrobotics-internship-2027-behavior-machine-learning-engineer-world-models"}]}