{"id":2116109,"url":"https://alion.io/job/aptiv-senior-data-engineer-python-can-sql","title":"Senior Data Engineer - Python, CAN, SQL","company":{"id":5724,"name":"Aptiv","domain":"aptiv.com","url":"https://alion.io/company/aptiv","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Workday","truth_index":null},"role":"Data Science","role_family":"Data Science","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":["Bengaluru, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":22000,"max_usd":45000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":54},"experience_years_min":6,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"AWS","optional":false},{"name":"Azure","optional":false},{"name":"Linux","optional":false},{"name":"Machine Learning","optional":false},{"name":"MATLAB","optional":false},{"name":"Python","optional":false},{"name":"SQL","optional":false},{"name":"Agile","optional":true},{"name":"C++","optional":true},{"name":"Scrum","optional":true}],"status":"live","first_seen_at":"2026-10-06T00:00:00Z","employer_posted_date":"2026-10-06","last_verified_at":"2026-10-10T01:02:50Z","board_verified":true,"closed_at":null,"days_open":4,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":4},"description":"Your Role\nSr. Data Analytics Engineer\nROLES AND RESPONSIBILITIES\nVehicle Data Mining & Analytics\nLead DM&A Team for AWS/Azure/Other HPCs\nPerform vehicle data mining and exploratory analysis using Python and data-science tools.\nSupport event extraction and triage for customer-reported and internal issues.\nAnalyze vehicle signals and logs (CAN, Ethernet) to identify anomalies and performance concerns.\nApply structured problem-solving techniques to support root-cause analysis.\nAI / Machine Learning Support\nSupport AI/ML validation workflows for ADAS features, including; Dataset exploration and quality assessment, feature analysis and labeling support and review of basic ML performance metrics\nAssist in identifying data issues impacting ML model behavior (e.g., noise, missing signals, data drift).\nBuild foundational understanding of how ML models interact with embedded ADAS systems.\nEmbedded-Level Debugging & System Understanding\nSupport embedded-level triage activities, like ECU log analysis, vehicle communication trace interpretation and Signal-to-algorithm correlation\nAssist in debugging issues that span vehicle sensors, embedded software, and analytics outputs.\nLearn ADAS system architecture and data flow from sensor → ECU → analytics → validation.\nVehicle Testing & Data Collection\nParticipate in hands-on vehicle testing and data collection under guidance of senior engineers.\nSupport vehicle instrumentation, logging setup, and data validation.\nHelp ensure collected data meets analysis and validation requirements.\nCollaboration & Process Adherence\nWork closely with Algorithm development team, Systems and validation engineers and Project and engineering managers\nFollow established ADAS V-cycle development, validation, and documentation processes.\nContribute to continuous improvement of data analysis tools and workflows.\nYour Background\nBachelor’s or Master’s degree in a relevant field, such as: Data Science, Computer Engineering, Electrical / Embedded Systems Engineering and Automotive or Systems Engineering\n6 to 8 years Experience and proficient in Python, Vehicle Communication protocol - CAN, Ethernet, Data Science Tools with analytics\nFamiliar with MATLAB, Machine Learning Algorithms, DBQL/SQL, Linux\nHands-on experience with vehicle instrumentation\nProficient in structured problem solving Internal\nClear understating on Embedded systems fundamentals (ECUs, signals, logs)\nNice to Haves\nAcademic or project experience in AI / Machine Learning, ADAS or autonomous driving systems and Vehicle data analytics\nExposure to Vehicle communication protocols (CAN, Ethernet), Embedded debugging (logs, traces, signal analysis) and MATLAB, basic C/C++, or signal processing\nFamiliarity with Automotive tools such as CANalyzer or CANoe, SIL (Software in the Loop) or simulation environments, Agile / Scrum development practices\nTraits We Seek\nCurious and analytical mindset with strong problem-solving skills\nHands-on learner who enjoys working with real systems and data\nStructured and detail-oriented approach to analysis\nCollaborative team player open to feedback and mentorship\nResilient and growth-focused, viewing challenges as learning opportunities\nWhy Join Aptiv\nYou grow at Aptiv.\nAptiv's winning culture is global by design. We bring together diverse perspectives, cultures, and business contexts to solve our customers' toughest challenges. In this environment, every individual can grow, lead, and make an impact, regardless of background, because inclusion fuels how we innovate and win.\nYou make an impact at Aptiv.\nOne of the strengths of humanity is our drive to progress, to improve, to achieve more tomorrow than we did yesterday. People need solutions they can trust when it matters most. At Aptiv, you are building those solutions every day.\nYou have support at Aptiv.\nWe ensure you have the resources and support you need to take care of your family, your physical health, and your mental health with a competitive benefits package.\nYour Benefits\nHigher Education Opportunities (UDACITY, UDEMY, COURSERA are available for your continuous growth and development);\nLife and accident insurance;\nSodexo cards for food and beverages\nWell Being Program that includes regular workshops and networking events;\nEAP Employee Assistance;\nAccess to fitness clubs (T&C apply);\nCreche facility for working parents\nMeet the Next-Generation Aptiv\nAt Aptiv, we deliver innovative solutions that people trust when it matters most.\nProgress is never static. It is about reaching further, exploring new possibilities, and enabling mobility. Aptiv empowers customers to create solutions people rely on-advancing safety and autonomy in Automotive and Commercial Vehicles, enabling mission-critical performance in Aerospace & Defense, and powering intelligent systems across Energy, Enterprise, and Telecommunications. We also drive precision and efficiency in Industrials & Robotics and support life-critical innovation in Medical technologies.\nGuided by our winning culture and values to Think & Act Like Owners, as One Team, and Play to Win, we turn commitment into results and achieve more together.\nJoin Us to Deliver Innovative Solutions That People Trust!\nPrivacy Notice - Active Candidates: https://www.aptiv.com/privacy-notice-active-candidates\nAptiv is an equal employment opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, gender identity, sexual orientation, disability status, protected veteran status or any other characteristic protected by law.","description_format":"text","description_chars":5590,"description_truncated":false,"requirements":{"experience_years_min":6,"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":["Hardware","Science & Engineering","Passive Components & Connectors","Electrical Equipment & Cables"],"lifecycle":[{"event":"open","at":"2026-10-08T23:22:33Z"}],"visa":[],"liveness":{"score":86,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.86,"p_room":1,"age_days":3,"expected_fill_days":29,"reasons":["conf:4","win:early","comp:brand"],"computed_at":"2026-10-09T06:01:00Z"},"pay":null,"html_url":"https://alion.io/job/aptiv-senior-data-engineer-python-can-sql","json_url":"https://alion.io/job/aptiv-senior-data-engineer-python-can-sql.json","meta":{"generated_at":"2026-10-10T01:58:13Z","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","counted_by":"address","units_charged":1,"used_today":3482,"day_limit":5000,"remaining_today":1518,"minute_limit":60,"resets_at":"2026-10-11T00:00:00Z"}},"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":5724},"rest":"https://alion.io/mcp/rest/get_company?id=5724"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Faptiv-senior-data-engineer-python-can-sql"},{"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%2Faptiv-senior-data-engineer-python-can-sql"},{"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%2Faptiv-senior-data-engineer-python-can-sql"},{"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/aptiv-senior-data-engineer-python-can-sql\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Faptiv-senior-data-engineer-python-can-sql"}]}