{"id":663910,"url":"https://alion.io/job/bedrockrobotics-internship-2027-onboard-infrastructure-engineer-ml-inference","title":"2027 Internship Onboard Infrastructure Engineer, ML Inference","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":90,"open_postings":17,"ghost_share":0,"stale_share":0.412,"repost_share":0,"time_to_fill_p50_days":59,"computed_at":"2026-10-29T05:49:05Z"}},"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":"C++","optional":false},{"name":"CUDA","optional":false},{"name":"eBPF","optional":false},{"name":"Edge AI","optional":false},{"name":"ExecuTorch","optional":false},{"name":"JAX","optional":false},{"name":"LLM","optional":false},{"name":"Multimodal AI","optional":false},{"name":"PyTorch","optional":false},{"name":"Rust","optional":false},{"name":"TensorRT","optional":false},{"name":"Tokenization","optional":false},{"name":"Vision-Language-Action","optional":false},{"name":"vLLM","optional":false},{"name":"KV Cache","optional":true},{"name":"ONNX Runtime","optional":true},{"name":"Quantization","optional":true},{"name":"Speculative Decoding","optional":true}],"status":"live","first_seen_at":"2026-09-10T21:22:05Z","employer_posted_date":"2026-09-10","last_verified_at":"2026-10-29T22:21:24Z","board_verified":true,"closed_at":null,"days_open":49,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":49},"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\nThe Onboard Infrastructure team builds the core engine of Bedrock’s autonomous heavy machinery - where safety, real-time control, and millisecond-level responsiveness are non-negotiable. As an Onboard Infrastructure Intern, you will bridge frontier AI and real-time execution by integrating Large Language Models (LLMs) and Vision-Language-Action (VLA) models into our core stack, ensuring multi-billion parameter multi-modal models run within strict, deterministic deadline budgets on edge compute.\nWhat You'll Do\nIntegrate open-source and proprietary LLM/VLA models into our onboard Rust middleware stack alongside existing perception, planning and control pipelines.\n\nProfile and optimize model execution using TensorRT, vLLM, ExecuTorch or custom edge inference runtimes tailored for NVIDIA Jetson Thor.\n\nStreamline sensor tokenization (cameras, LiDAR) to feed real-time streams directly to models without latency spikes in vehicle control loops.\n\nIdentify and eliminate bottlenecks across memory bandwidth, compute, and IPC using tools like Nsight Systems, Nsight Compute and eBPF.\n\nValidate your performance optimizations directly on heavy autonomous machinery at our test sites.\n\nWhat We're Looking For\nRequired\nCurrently pursuing a BS, MS, or PhD in Computer Science, Electrical/Computer engineering, Robotics or a related field.\n\nProficiency in Rust or C++, with supporting experience in Pytorch or JAX.\n\nSolid foundation in GPU architectures, CUDA, or parallel computing.\n\nUnderstanding of modern systems concepts: multithreading, OS and GPU scheduling, memory management, asynchronous programming and IPC.\n\nBonus Points\nPractical experience deploying neural networks on constrained hardware using TensorRT, ONNXRuntime or ExecuTorch.\n\nExperience with LLM/VLA optimization techniques such as KV-cache management, FP8/INT4 quantization, continuous batching or speculative decoding.\n\nExposure to multi-modal/VLA models or robotics frameworks.\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":3476,"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":"2026-10-29T16:27:21+00:00","sources":["US Department of Labor: LCA disclosure data (H-1B, H-1B1, E-3)"],"filings_for_role_12m":3}],"liveness":{"score":48,"band":"ok","label":"Likely open","p_open":1,"p_active":0.794,"p_room":0.6,"age_days":48,"expected_fill_days":59,"reasons":["conf:1","velocity","win:late","crowd:junior"],"computed_at":"2026-10-29T05:49:05Z"},"pay":null,"html_url":"https://alion.io/job/bedrockrobotics-internship-2027-onboard-infrastructure-engineer-ml-inference","json_url":"https://alion.io/job/bedrockrobotics-internship-2027-onboard-infrastructure-engineer-ml-inference.json","meta":{"generated_at":"2026-10-29T23:06:44Z","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":34158,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-30T00:00:00Z"}},"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-onboard-infrastructure-engineer-ml-inference"},{"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-onboard-infrastructure-engineer-ml-inference"},{"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-onboard-infrastructure-engineer-ml-inference"},{"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-onboard-infrastructure-engineer-ml-inference\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fbedrockrobotics-internship-2027-onboard-infrastructure-engineer-ml-inference"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":663910}},{"tool":"search_jobs","arguments":{"company":"bedrockrobotics.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":663910},"note":"people open to offers who fit this vacancy"}],"note":"The same data through MCP tools: https://alion.io/mcp/open needs no sign-in (compact searches, postings, people); https://alion.io/mcp with an Alion account has everything. Docs: https://alion.io/developers"}}