{"id":175977,"url":"https://alion.io/job/avride-data-scientist-av-metrics-evaluation-analytics","title":"Data Scientist – AV Metrics & Evaluation Analytics","company":{"id":63122,"name":"Avride","domain":"avride.ai","url":"https://alion.io/company/avride","size_band":"501-1000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Greenhouse","truth_index":{"grade":"B","score":75,"open_postings":21,"ghost_share":0,"stale_share":1,"repost_share":0,"time_to_fill_p50_days":30,"computed_at":"2026-10-19T05:45:15Z"}},"role":"Data Science","role_family":"Data Science","seniority":"junior","employment_type":null,"work_mode":"remote","remote_scope":"stated_countries","remote_scope_basis":"posting_text","remote_working_hours":null,"hiring_geo_confidence":"explicit","locations":["Austin, United States"],"countries":["US"],"hiring_countries":["US"],"hiring_countries_total":1,"salary":null,"salary_estimate":{"min_usd":74000,"max_usd":163000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":54},"experience_years_min":2,"visa_sponsorship":true,"relocation_package":false,"has_equity":false,"technologies":[{"name":"A/B Testing","optional":false},{"name":"Python","optional":false},{"name":"SQL","optional":false},{"name":"Hadoop","optional":true},{"name":"Machine Learning","optional":true},{"name":"Spark","optional":true}],"status":"live","first_seen_at":"2025-08-20T16:22:50Z","employer_posted_date":"2026-10-05","last_verified_at":"2026-10-19T18:10:30Z","board_verified":true,"closed_at":null,"days_open":425,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":424},"description":"About the team\nOur team is dedicated to advancing the future of autonomous driving technology by developing the metrics and evaluation frameworks that ensure the safety, performance, and readiness of self-driving systems. We work closely with engineering teams to analyze real-world and simulated driving data, enabling data-driven decisions that accelerate the commercialization of autonomous vehicles. Our work directly impacts critical questions such as: ‘How well does the vehicle handle complex intersections? Does it provide a passenger-safe experience during maneuvers? How do we statistically validate readiness for urban deployment?’\nAbout the role\nWe are seeking a skilled Data Scientist to join our team and play a pivotal role in defining and evaluating the performance of autonomous vehicle systems. You will design and implement quantitative metrics to assess driving behavior, safety compliance, and passenger comfort. Your work will involve analyzing large datasets, applying statistical methods, and collaborating with cross-functional teams to ensure our self-driving systems meet the highest standards of safety and reliability. This role offers the opportunity to make a significant impact on the future of autonomous driving technology.\nWhat you'll do\nAnalyze data from real-world and simulated autonomous vehicle experiments to evaluate system performance.\nDevelop and refine quantitative metrics (both rule-based and ML-driven) to assess driving behavior, safety, and passenger comfort.\nApply statistical inference and hypothesis testing to validate the sensitivity and reliability of metrics.\nCollaborate with autonomy software, simulation, and safety teams to prioritize improvements based on data-driven insights.\nBuild scalable data pipelines to automate metric computation and reporting.\nReview driving logs and participate in test rides to ground analyses in real-world performance.\nWhat you'll need\n2+ years of experience in data science, applied statistics, or metrics development.\nProficiency in Python and SQL for data analysis.\nStrong background in statistical methods (e.g., A/B testing, confidence intervals, regression).\nExperience designing metrics to evaluate complex systems (e.g., robotics, autonomous systems, or large-scale software).\nAbility to communicate technical findings to cross-functional stakeholders.\nNice to have\nExperience with machine learning (e.g., model evaluation, feature engineering).\nFamiliarity with big data tools (Spark, Hadoop, MapReduce).\nKnowledge of traffic regulations or automotive safety standards (e.g., NHTSA).\nCandidates are required to be authorized to work in the U.S. The employer is not offering relocation, sponsorship, and remote work options are not available.\nAvride is an equal opportunity employer and committed to providing reasonable accommodations to qualified applicants and employees with disabilities to ensure they have equal access to employment opportunities. Avride complies with the Americans with Disabilities Act (ADA), if you need a reasonable accommodation to assist with the application or hiring process, or to perform the essential functions of a job, please email .","description_format":"text","description_chars":3184,"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":[],"hiring_locations":[{"name":"United States","iso":"US","kind":"country"}],"hiring_excludes":[],"relocation_offered":true,"industries":["Delivery","Autonomous Driving","Ride Hailing"],"lifecycle":[{"event":"open","at":"2026-08-30T14:04:31Z"}],"visa":[{"country":"US","licensed_sponsor":true,"evidence":"H-1B filings in 12 months: 32 · green card filings: 21","filings_12m":32,"filings_prev_12m":2,"green_card_filings_12m":21,"median_offered_wage_usd":136462,"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":4}],"liveness":{"score":2,"band":"cold","label":"Long shot","p_open":1,"p_active":0.088,"p_room":0.28,"age_days":424,"expected_fill_days":30,"reasons":["conf:3","stale_co","win:tail","crowd:junior"],"computed_at":"2026-10-19T05:45:15Z"},"pay":null,"html_url":"https://alion.io/job/avride-data-scientist-av-metrics-evaluation-analytics","json_url":"https://alion.io/job/avride-data-scientist-av-metrics-evaluation-analytics.json","meta":{"generated_at":"2026-10-19T18:43:49Z","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":14599,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-20T00:00:00Z"}},"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":63122},"rest":"https://alion.io/mcp/rest/get_company?id=63122"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Favride-data-scientist-av-metrics-evaluation-analytics"},{"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%2Favride-data-scientist-av-metrics-evaluation-analytics"},{"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%2Favride-data-scientist-av-metrics-evaluation-analytics"},{"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/avride-data-scientist-av-metrics-evaluation-analytics\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Favride-data-scientist-av-metrics-evaluation-analytics"}]}