{"id":1781671,"url":"https://alion.io/job/oebb-senior-spezialistin-cbm-data-driven-maintenance-iot-machine-learning","title":"Senior Spezialist:in CBM & Data-Driven Maintenance (IoT & Machine Learning)","company":{"id":1754628,"name":"ÖBB","domain":"oebb.at","url":"https://alion.io/company/oebb","size_band":"1001-5000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Cornerstone","truth_index":{"grade":"B","score":80,"open_postings":23,"ghost_share":0,"stale_share":0.957,"repost_share":0.043,"time_to_fill_p50_days":14,"computed_at":"2026-10-21T05:46:15Z"}},"role":"Field & Service","role_family":"Field & Service","seniority":"senior","employment_type":null,"work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Vienna, Austria"],"countries":["AT"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":42000,"max_usd":74000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":22},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[],"status":"live","first_seen_at":"2026-07-14T12:00:00Z","employer_posted_date":"2026-10-03","last_verified_at":"2026-10-21T20:00:10Z","board_verified":true,"closed_at":null,"days_open":99,"trust":{"level":"stale","repost_count":0,"flags":["stale"],"days_open":98},"description":"Dein Einsatzbereich Du gestaltest die datengetriebene Instandhaltung unserer Schienenfahrzeuge mit einem klaren Fokus auf Condition-Based Monitoring (CBM) und Predictive Maintenance (PdM) . Du bist Teil eines interdisziplinären Teams aus Data Scientists (m/w/x) und Fachexpert:innen der Fahrzeugtechnik . Gemeinsam entwickelt ihr datenbasierte Modelle und überführt diese in robuste Anwendungen im operativen Betrieb.\nDabei bewegst du dich an der Schnittstelle zwischen Fahrzeugtechnik, IoT-Systemen und Data Science und stellst sicher, dass datenwissenschaftliche Modelle technisch sinnvoll, praktisch nutzbar und nachhaltig betreibbar sind. Die notwendige Dateninfrastruktur und Plattformen werden durch zentrale IT- und Data-Engineering-Einheiten bereitgestellt, mit denen du eng zusammenarbeitest. Dein Job Du übernimmst eine zentrale technische Rolle in einem datengetriebenen CBM-Team und arbeitest eng mit Data Scientists (m/w/x) an der Entwicklung von Machine-Learning-Modellen zu Zustandsüberwachung und Zustandsprognose zusammen.\nDu stellst sicher, dass datenwissenschaftliche Modelle realitätsnah im Fahrzeugkontext funktionieren und bringst Domänenwissen aktiv in Modellierung, Feature Engineering und Bewertung ein. Du verantwortest die Überführung von Modellen in produktive Anwendungen : von der Datenanbindung über Integration in IoT-Systeme bis hin zu Deployment, Monitoring und kontinuierlicher Weiterentwicklung (MLOps - in Abstimmung mit IT/Data Engineering). Du analysierst Betriebs-, Diagnose- und Sensordaten und arbeitest gezielt daran, regelbasierte Instandhaltungsansätze durch modellbasierte Verfahren zu ersetzen.\nDu übersetzt Anforderungen aus der Fahrzeugtechnik in präzise datenwissenschaftliche Problemstellungen und stellst sicher, dass Modellentscheidungen im Betrieb nachvollziehbar und belastbar sind. Du arbeitest eng mit zentralen IT- und Data-Engineering-Teams zusammen, um skalierbare und stabile Datenpipelines und Plattformlösungen sicherzustellen. Du gestaltest technische Standards für datengetriebene Instandhaltung - insbesondere in Bezug auf Modellintegration, Datenqualität und Systemverhalten im Feld.","description_format":"text","description_chars":2150,"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":"German","level":"Advanced (C1)","optional":false}]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":[],"lifecycle":[{"event":"open","at":"2026-10-03T17:18:37Z"}],"visa":[],"liveness":{"score":5,"band":"cold","label":"Long shot","p_open":1,"p_active":0.164,"p_room":0.28,"age_days":98,"expected_fill_days":14,"reasons":["conf:0","stale_co","velocity","win:tail","crowd:brand"],"computed_at":"2026-10-21T05:46:15Z"},"pay":null,"html_url":"https://alion.io/job/oebb-senior-spezialistin-cbm-data-driven-maintenance-iot-machine-learning","json_url":"https://alion.io/job/oebb-senior-spezialistin-cbm-data-driven-maintenance-iot-machine-learning.json","meta":{"generated_at":"2026-10-21T20:45:20Z","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":29550,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-22T00:00:00Z"}},"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":1754628},"rest":"https://alion.io/mcp/rest/get_company?id=1754628"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Foebb-senior-spezialistin-cbm-data-driven-maintenance-iot-machine-learning"},{"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%2Foebb-senior-spezialistin-cbm-data-driven-maintenance-iot-machine-learning"},{"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%2Foebb-senior-spezialistin-cbm-data-driven-maintenance-iot-machine-learning"},{"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/oebb-senior-spezialistin-cbm-data-driven-maintenance-iot-machine-learning\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Foebb-senior-spezialistin-cbm-data-driven-maintenance-iot-machine-learning"}]}