{"id":3614926,"url":"https://alion.io/job/scania-thesis-worker-measuring-business-value-from-cadplm-features","title":"Thesis worker - Measuring Business Value from CAD/PLM Features","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":20,"ghost_share":0,"stale_share":0.05,"repost_share":0,"time_to_fill_p50_days":18,"computed_at":"2026-11-06T05:58:05Z"}},"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}],"status":"live","first_seen_at":"2026-11-02T16:04:06Z","employer_posted_date":"2026-11-02","last_verified_at":"2026-11-06T12:10:15Z","board_verified":true,"closed_at":null,"days_open":3,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":3},"description":"Master Thesis - Measuring Business Value from CAD/PLM Features\nIntroduction\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.\nAre you interested in how engineering data can be used to understand whether digital solutions actually deliver the expected value? Join us within the CAD/vPDM organization and work with real engineering processes and data in the TRATON environment.\nAbout us\nThe research and development organizations within TRATON work together to develop products and solutions across our brands. CAD and Product Lifecycle Management (PLM) systems are an important foundation for this development and are used by designers and engineers throughout the product development process.\nWithin CAD/vPDM, we continuously develop and improve digital solutions to simplify engineering work, improve efficiency, and create value for our users.\nBackground\nNew CAD/PLM features are developed based on user and business requirements with an expected value, such as reducing process time, manual work or user interactions, or improving quality and efficiency. However, after implementation, we do not always have the data or measurement methods needed to determine whether the expected value was actually realized.\nObjective\nThe objective of this thesis is to investigate how the expected business value of CAD/PLM features can be translated into measurable KPIs and validated using actual system and user-process data.\nJob description\n\nAs part of the thesis, you will:\nInvestigate selected CAD/PLM features and their expected business value.\n\nDefine measurable KPIs, baselines and relevant measurement points.\n\nExplore available CAD/PLM data and identify what can be used to measure realized value.\n\nApply the approach to selected real use cases and identify missing data needed for measurement.\n\nDevelop a reusable Business Value Measurement Framework for future feature development.\n\nDemonstrate and validate the approach through a proof of concept using suitable data analytics and visualization methods.\n\nThe expected result is a methodology that connects:\nBusiness need → Requirement → Expected value → KPI → Data → Actual result → Realized value\nThe thesis should help us move from “we believe this feature creates value” towards “we can measure whether the expected value was actually realized.”\nEducation/program/focus:\n\nWe are looking for two MSc students within Computer Science, Data Science, AI, Mechanical Engineering or equivalent.\nYou are analytical, curious and structured, with an interest in engineering, data analytics and business/process improvement. Experience with Python, SQL, data visualization, process analytics, AI/ML or CAD/PLM is an advantage.\nContact persons and supervisors:\n\nChristian Pritzel, Manager, \nApplication:\nYour application must include a CV, personal letter and transcript of grades.\nA background check might be conducted for this position. We are conducting interviews continuously and may close the recruitment earlier than the date specified.\nPublication date from - to.\n2026-11-02 - 2026-11-22.","description_format":"text","description_chars":3195,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":{"level":"master","optional":true},"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":[],"lifecycle":[{"event":"open","at":"2026-11-02T16:04:06Z"}],"visa":[],"liveness":{"score":88,"band":"hot","label":"Hiring now","p_open":1,"p_active":0.884,"p_room":1,"age_days":3,"expected_fill_days":18,"reasons":["conf:2","velocity","win:early","comp:brand"],"computed_at":"2026-11-06T05:58:05Z"},"pay":null,"html_url":"https://alion.io/job/scania-thesis-worker-measuring-business-value-from-cadplm-features","json_url":"https://alion.io/job/scania-thesis-worker-measuring-business-value-from-cadplm-features.json","meta":{"generated_at":"2026-11-06T13:00:35Z","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":23791,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-07T00:00:00Z"}},"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-thesis-worker-measuring-business-value-from-cadplm-features"},{"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-thesis-worker-measuring-business-value-from-cadplm-features"},{"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-thesis-worker-measuring-business-value-from-cadplm-features"},{"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-thesis-worker-measuring-business-value-from-cadplm-features\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fscania-thesis-worker-measuring-business-value-from-cadplm-features"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3614926}},{"tool":"search_jobs","arguments":{"company":"scania.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3614926},"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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