{"id":579276,"url":"https://alion.io/job/zoox-data-scientist-perception-verification-and-validation-3","title":"Data Scientist - Perception Verification and Validation","company":{"id":3626,"name":"Zoox","domain":"zoox.com","url":"https://alion.io/company/zoox","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Lever","truth_index":{"grade":"B","score":72,"open_postings":40,"ghost_share":0,"stale_share":0.925,"repost_share":0,"time_to_fill_p50_days":83,"computed_at":"2026-11-06T05:58:05Z"}},"role":"Data Science","role_family":"Data Science","seniority":null,"employment_type":"full_time","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Boston, United States"],"countries":["US"],"hiring_countries":[],"hiring_countries_total":0,"salary":{"min":167000,"max":228000,"currency":"USD","period":"year","gross":null,"usd_annual":228000},"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"A/B Testing","optional":false},{"name":"Computer Vision","optional":false},{"name":"Python","optional":false},{"name":"Scala","optional":false},{"name":"Spark","optional":false},{"name":"SQL","optional":false},{"name":"Verification & Validation","optional":false}],"status":"live","first_seen_at":"2026-09-09T19:10:04Z","employer_posted_date":"2026-09-09","last_verified_at":"2026-11-06T15:15:55Z","board_verified":true,"closed_at":null,"days_open":57,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":57},"description":"We are seeking a highly skilled and experienced Data Scientist to join our Perception Verification and Validation team. The team is responsible for verifying and validating the perception stack of our autonomous driving system. The candidate will work closely with other data scientists, perception engineers, and systems engineers to develop datasets and metrics to quantify the performance of our perception system. The candidate will also help define key performance metrics that will enable perception engineers to directly measure the impact of new features on both the overall Perception stack as well as end-to-end system behavior.\nIn this role, You will...\nDefine key performance metrics that will help perception engineers to measure the impact of new features on the perception stack and the end-to-end system behavior\nCreate and maintain datasets used to evaluate the perception stack and end-to-end driving performance.\nAnalyze large scale metric results to identify patterns and insights about perception failure modes. Present results and insights to leadership.\nDesign and implement statistical methods to quantify uncertainty in our performance and validation metrics.\nQualifications\nMaster's or PhD degree in Statistics, Mathematics, Computer Science, or a related field\nProficient using data query languages (SQL and/or Spark/scala) to quickly build complex yet efficient data queries at scale and using Python to build production-quality code\nBasic experience with autonomous driving, safety-critical systems, or computer vision systems.\nProficient in exploratory data analysis (EDA) and data visualization to understand and present trends and their implications for the business.\nBackground in statistical modeling and analysis; including experience making data-driven decisions that connect point and uncertainty estimates to business impact.\nBonus Qualifications\nSkilled at using AI tools to improve development efficiency and quality.\nExperience with experiment design and statistical comparisons 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