{"id":40200,"url":"https://alion.io/job/pony-ai-senior-software-engineer-deep-learning","title":"(Senior) Software Engineer, Deep Learning","company":{"id":119,"name":"Pony.ai","domain":"pony.ai","url":"https://alion.io/company/pony-ai","size_band":"201-500","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workable","truth_index":{"grade":"A","score":100,"open_postings":9,"ghost_share":0,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":null,"computed_at":"2026-10-17T05:46:00Z"}},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Fremont, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":140000,"max":null,"currency":"USD","period":"year","gross":null,"usd_annual":140000},"salary_estimate":null,"experience_years_min":2,"visa_sponsorship":false,"relocation_package":false,"has_equity":true,"technologies":[{"name":"C++","optional":false},{"name":"Imitation Learning","optional":false},{"name":"Machine Learning","optional":false},{"name":"Python","optional":false},{"name":"Reinforcement Learning","optional":false},{"name":"Reinforcement Learning","optional":false},{"name":"CUDA","optional":true},{"name":"CUDA Toolkit","optional":true},{"name":"Motion Planning","optional":true},{"name":"TensorRT","optional":true}],"status":"live","first_seen_at":"2026-09-18T00:00:00Z","employer_posted_date":"2026-09-18","last_verified_at":"2026-10-17T18:00:48Z","board_verified":true,"closed_at":null,"days_open":29,"trust":{"level":"ok","repost_count":0,"flags":[],"days_open":29},"description":"Founded in 2016 in Silicon Valley, Pony.ai has quickly become a global leader in autonomous mobility and is a pioneer in extending autonomous mobility technologies and services at a rapidly expanding footprint of sites around the world. Operating Robotaxi, Robotruck and Personally Owned Vehicles (POV) business units, Pony.ai is an industry leader in the commercialization of autonomous driving and is committed to developing the safest autonomous driving capabilities on a global scale. Pony.ai’s leading position has been recognized, with CNBC ranking Pony.ai #10 on its CNBC Disruptor list of the 50 most innovative and disruptive tech companies of 2022. In June 2023, Pony.ai was recognized on the XPRIZE and Bessemer Venture Partners inaugural “XB100” 2023 list of the world’s top 100 private deep tech companies, ranking #12 globally. As of August 2023, Pony.ai has accumulated nearly 21 million miles of autonomous driving globally. Pony.ai went public at NASDAQ in November 2024.\nResponsibility\nWork with experts in the field of self-driving vehicles on software architecture and design, system and module design, evaluation metrics, specification and implementation of test and regression frameworks.\nDesign and develop large-scale foundation models trained on vast of real world data\nFrame the open-ended real-world problems into well-defined ML problems; develop and apply cutting-edge ML approaches (deep learning, reinforcement learning, imitation learning, etc) to these problems; scale them to data pipelines; and streamline them to run in real-time on the cars.\nDevelop and deploy deep learning models, including vision language models (VLMs) and Large Language Models (LLMs)\nOptimize deep learning models to run robustly under tight run-time constraints.\nRequirements\nMaster in Computer Science, or at least 2 years of equivalent industry experience in similar technical fields.\nSolid understanding of data structures, algorithms, parallel computing, code optimization and large scale data processing.\nExperience in applied machine learning including data collection and analysis, evaluation and feature engineering.\nExpertise in C++/Python.\nStrong communication skills and team spirit.\nPreferred Experience\nPhD in Deep Learning, Machine Learning, Robotics, Natural Language Processing, or similar technical field of study.\nPublications on top-tier conferences like CVPR/ICCV/ECCV/ICLR/ICML/NeurIPS/ICLR/AAAI/IJCV/PAMI\nExperience in applying ML/DL for behavior prediction, imitation learning, motion planning.\nExperience in deploying deep learning algorithms for real time applications, with limited computing resources.\nExperience in convex optimization, computational geometry or linear algebra.\nExperience in GPU/CUDA/TensorRT\nCompensation and Benefits\nBase Salary Range: $140,000 - $280,000 Annually\nCompensation may vary outside of this range depending on many factors, including the candidate’s qualifications, skills, competencies, experience, and location. Base pay is one part of the Total Compensation and this role may be eligible for bonuses/incentives and restricted stock units.\nAlso, we provide the following benefits to the eligible employees:\nHealth Care Plan (Medical, Dental & Vision)\nRetirement Plan (Traditional and Roth 401k)\nLife Insurance (Basic, Voluntary & AD&D)\nPaid Time Off (Vacation & Public Holidays)\nFamily Leave (Maternity, Paternity)\nShort Term & Long Term Disability\nFree Food & Snacks","description_format":"text","description_chars":3438,"description_truncated":false,"requirements":{"experience_years_min":2,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":["401k plan","Life insurance","Parental leave","Restricted stock units","Retirement plans"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Autonomous Driving","Ride Hailing"],"lifecycle":[{"event":"open","at":"2024-05-22T00:00:00Z"}],"visa":[{"country":"US","licensed_sponsor":true,"evidence":"H-1B filings in 12 months: 12 · green card filings: 6","filings_12m":12,"filings_prev_12m":18,"green_card_filings_12m":6,"median_offered_wage_usd":172500,"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)","US Department of Labor: PERM disclosure data (green cards)"],"filings_for_role_12m":8}],"liveness":{"score":61,"band":"ok","label":"Likely open","p_open":1,"p_active":0.814,"p_room":0.75,"age_days":29,"expected_fill_days":36,"reasons":["conf:3","velocity","win:late"],"computed_at":"2026-10-17T05:46:00Z"},"pay":{"stated_usd_annual":140000,"is_top_pay":false},"html_url":"https://alion.io/job/pony-ai-senior-software-engineer-deep-learning","json_url":"https://alion.io/job/pony-ai-senior-software-engineer-deep-learning.json","meta":{"generated_at":"2026-10-17T20:14:51Z","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":3901,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-18T00:00:00Z"}},"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":119},"rest":"https://alion.io/mcp/rest/get_company?id=119"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fpony-ai-senior-software-engineer-deep-learning"},{"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%2Fpony-ai-senior-software-engineer-deep-learning"},{"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%2Fpony-ai-senior-software-engineer-deep-learning"},{"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/pony-ai-senior-software-engineer-deep-learning\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fpony-ai-senior-software-engineer-deep-learning"}]}