{"id":3958596,"url":"https://alion.io/job/ssab-examensarbete-algorithmic-parameter-optimization-of-physics-based-models","title":"Examensarbete - Algorithmic parameter optimization of physics-based models","company":{"id":1038940,"name":"SSAB","domain":"ssab.com","url":"https://alion.io/company/ssab","size_band":"5000+","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Oracle","truth_index":{"grade":"B","score":78,"open_postings":17,"ghost_share":0,"stale_share":0.882,"repost_share":0,"time_to_fill_p50_days":29,"computed_at":"2026-11-14T05:58:10Z"}},"role":"Early Careers","role_family":"Early Careers","seniority":"intern","employment_type":"internship","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Oxelösund, 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":"C++","optional":false},{"name":"Python","optional":false}],"status":"live","first_seen_at":"2026-11-06T13:55:28Z","employer_posted_date":"2026-11-06","last_verified_at":"2026-11-14T17:25:28Z","board_verified":true,"closed_at":null,"days_open":8,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":8},"description":"Hur kan fysikbaserade modeller bli mer träffsäkra genom smartare parameteroptimering? I det här examensarbetet får du undersöka och utveckla metoder för att automatisera optimeringen av modellparametrar utifrån verkliga mät-data. Du får kombinera matematik, programmering och fysik för att utveckla och utvärdera lösningar på tekniska utmaningar inom stålindustrin. Placeringsort: Oxelösund.\nOm tjänsten\nInom industrin är det inte alltid möjligt att mäta alla parametrar direkt. Därför används fysikbaserade modeller, exempelvis för att beräkna en plåts temperatur genom en värmebehandlingsugn. Modellerna bygger på fysikaliska samband men innehåller parametrar som behöver optimeras mot stora mängder mätdata.\nDitt uppdrag blir att undersöka lämpliga metoder för automatisk eller halvautomatisk parameteroptimering, implementera en lösning och utvärdera resultatet. Arbetet genomförs under 20 veckor på masternivå under vårterminen 2027. Arbetet utförs i Oxelösund.\nFöljande steg föreslås\nGenomföra en litteraturstudie och undersöka befintliga optimeringsmetoder.\n\nIdentifiera och välja lämpliga metoder för parameteroptimering.\n\nImplementera metoderna i relevanta programmeringsmiljöer.\n\nUtvärdera och jämföra metodernas resultat.\n\nSammanställa arbetet och presentera resultaten i en examensrapport.\n\nOm dig\nDu studerar på masternivå inom ingenjörsvetenskap, matematik, systemteknik eller statistik.\n\nDu har goda kunskaper inom matematik, statistik och optimering.\n\nDu har erfarenhet av programmering i C++ och Python.\n\nDu har ett intresse för fysikbaserad modellering och teknisk problemlösning.\n\nDu är analytisk, strukturerad och trivs med att arbeta självständigt med komplexa frågeställningar.\n\nRekryteringsprocessen\n1.Ansök\n2.Digital intervju\n3.Kom och träffa oss\n4.Kontroller\n5.Signering\nHar du några frågor om tjänsten?\nKontakta gärna Jimmy Pettersson, Rekryterande chef, ","description_format":"text","description_chars":1906,"description_truncated":false,"requirements":{"experience_years_min":null,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[{"language":"Swedish","level":"Advanced (C1)","optional":false}]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Metals & Metallurgy"],"lifecycle":[{"event":"open","at":"2026-11-09T10:17:22Z"}],"visa":[],"liveness":{"score":60,"band":"ok","label":"Likely open","p_open":1,"p_active":0.602,"p_room":1,"age_days":7,"expected_fill_days":29,"reasons":["conf:12","stale_co","win:early","comp:junior"],"computed_at":"2026-11-14T05:58:10Z"},"pay":null,"html_url":"https://alion.io/job/ssab-examensarbete-algorithmic-parameter-optimization-of-physics-based-models","json_url":"https://alion.io/job/ssab-examensarbete-algorithmic-parameter-optimization-of-physics-based-models.json","meta":{"generated_at":"2026-11-14T22:09:38Z","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":28863,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-15T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.1,"usd":0.01,"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":1038940},"rest":"https://alion.io/mcp/rest/get_company?id=1038940"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fssab-examensarbete-algorithmic-parameter-optimization-of-physics-based-models"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"free","price":{"credits":0,"usd":0},"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%2Fssab-examensarbete-algorithmic-parameter-optimization-of-physics-based-models"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.1,"usd":0.01},"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%2Fssab-examensarbete-algorithmic-parameter-optimization-of-physics-based-models"},{"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/ssab-examensarbete-algorithmic-parameter-optimization-of-physics-based-models\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fssab-examensarbete-algorithmic-parameter-optimization-of-physics-based-models"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":3958596}},{"tool":"search_jobs","arguments":{"company":"ssab.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":3958596},"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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