{"id":3271822,"url":"https://alion.io/job/scania-master-thesis-worker-from-data-exploration-to-scalable-engineering-practices","title":"Master Thesis Worker - From Data Exploration to Scalable Engineering Practices","company":{"id":445730,"name":"Scania","domain":"scania.com","url":"https://alion.io/company/scania-4","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Career sitemap","truth_index":{"grade":"A","score":100,"open_postings":17,"ghost_share":0,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":17,"computed_at":"2026-10-28T05:59:10Z"}},"role":"Early Careers","role_family":"Early Careers","seniority":null,"employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Södertälje, Sweden"],"countries":["SE"],"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":"Python","optional":false},{"name":"SQL","optional":false},{"name":"Time Series","optional":false}],"status":"live","first_seen_at":"2026-10-26T12:06:54Z","employer_posted_date":"2026-10-26","last_verified_at":"2026-10-28T11:50:58Z","board_verified":true,"closed_at":null,"days_open":2,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":2},"description":"Building Tools for Learning Across the Product Lifecycle\n\nThesis work is an excellent way to get closer to Scania and build relationships for the future. Many of today's employees began their Scania career with their degree project.\n\nBackground\n\nTRATON GROUP is one of the world’s leading commercial vehicle manufacturers, with brands including Scania, MAN, International and Volkswagen Truck & Bus. Its portfolio covers light commercial vehicles, trucks and buses, complemented by financing, charging and digital logistics services. Through its global operations, production sites and extensive sales and service networks, TRATON has access to diverse vehicle platforms, real-world operational data and fleet deployment environments. This provides a strong foundation for developing and validating innovative solutions for sustainable and efficient transportation.\nWe are a cross-functional enablement team within TRATON R&D, responsible for data platforms, AI strategies, and human-centered technology development. Our mission is to empower R&D engineers to use trustworthy data and smart tools to make faster, better decisions. You’ll work closely with experts in AI, product development, and data engineering- in a context where your research can directly shape the way we build the future of transportation.\nTarget Scope\n\nModern vehicle development relies on large and complex datasets from vehicles, tests, and simulations. Among the challenges are high-resolution time series, where visualisation is both a technical and a human-centred problem. How can we help experts quickly understand what is happening, detect deviations, and retain the context needed to draw sound conclusions?\nJob Description\nConduct a pre-study and formulate one or more research questions within visual analytics, interactive visualisation, or visualisation of vehicle, test or simulation data for an engineering context in line with the points below.\nInvestigate methods for indexing, filtering, aggregating, and reducing large high-resolution time-series datasets at the level of detail required by the user's current question or view.\nExplore and prototype web-based interactive visualisations that preserve important patterns, deviations, and events, while supporting navigation from overview to detailed analysis and, when needed, raw data.\nEvaluate the proposed approach with R&D experts and assess trade-offs between responsiveness, scalability, analytical depth, and usability. Optionally investigate how GPU acceleration can support interactive interfaces for complex time series.\nWho You Are\n\nYou are curious about how large and complex datasets can be made understandable and useful. \nYou want to combine technical problem-solving with a human-centred perspective and are motivated by creating tools that help engineers understand data, discover deviations, and make well-founded decisions.\nYou are enrolled in a Master's program in computer science, data science, human-computer interaction, software engineering, or a related field.\nYou have an interest in, and some experience with, interactive visualisation, visual analytics, data engineering, or high-resolution time-series data.\nYou have programming experience and are willing to work across the data pipeline, for example using Python, SQL, and/or web technologies.\nYou are analytical, structured, and able to communicate with both technical specialists and engineering domain experts.\nYou are interested in balancing technical performance with the user's need for context, clarity, and an intuitive analytical experience.\nApplication:\n\nYour application must include a CV, personal letter and transcript of grades\nContact persons and supervisors\nIf you have questions or would like further information, please contact:\nSarah Hantosi Albertsson\nHead of Global Analytics Enablement\n\nAnnette Hultåker, Technical Manager\n\nWe look forward to your application!\nA background check might be conducted for this position. We are conducting\ninterviews continuously and may close the recruitment earlier than the date specified.\nPublication date from - to:\n2026-10-26 - 2026-11-26.","description_format":"text","description_chars":4183,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"master","optional":false},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":[],"lifecycle":[{"event":"open","at":"2026-10-26T12:06:54Z"}],"visa":[],"liveness":{"score":90,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.903,"p_room":1,"age_days":1,"expected_fill_days":17,"reasons":["conf:3","velocity","win:early","comp:brand"],"computed_at":"2026-10-28T05:59:10Z"},"pay":null,"html_url":"https://alion.io/job/scania-master-thesis-worker-from-data-exploration-to-scalable-engineering-practices","json_url":"https://alion.io/job/scania-master-thesis-worker-from-data-exploration-to-scalable-engineering-practices.json","meta":{"generated_at":"2026-10-28T13:33:05Z","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":18277,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-29T00:00:00Z"}},"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":445730},"rest":"https://alion.io/mcp/rest/get_company?id=445730"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fscania-master-thesis-worker-from-data-exploration-to-scalable-engineering-practices"},{"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%2Fscania-master-thesis-worker-from-data-exploration-to-scalable-engineering-practices"},{"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%2Fscania-master-thesis-worker-from-data-exploration-to-scalable-engineering-practices"},{"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/scania-master-thesis-worker-from-data-exploration-to-scalable-engineering-practices\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fscania-master-thesis-worker-from-data-exploration-to-scalable-engineering-practices"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3271822}},{"tool":"search_jobs","arguments":{"company":"scania.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3271822},"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. 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