{"id":2172858,"url":"https://alion.io/job/credium-senior-ml-engineer-computer-vision-fmd","title":"(Senior) ML Engineer - Computer Vision (f/m/d)","company":{"id":3871092,"name":"credium","domain":"credium.de","url":"https://alion.io/company/credium","size_band":null,"is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Personio","truth_index":null},"role":"AI/ML","role_family":"AI/ML","seniority":"senior","employment_type":"full_time","work_mode":"hybrid","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"inferred","locations":[],"countries":[],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":null,"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":true,"technologies":[{"name":"AI Agents","optional":false},{"name":"Azure","optional":false},{"name":"CI/CD","optional":false},{"name":"Computer Vision","optional":false},{"name":"Machine Learning","optional":false},{"name":"Open3D","optional":false},{"name":"PDAL","optional":false},{"name":"PostGIS","optional":false},{"name":"Python","optional":false},{"name":"QGIS","optional":false},{"name":"Roboflow","optional":false},{"name":"PostgreSQL","optional":true}],"status":"live","first_seen_at":"2026-08-07T08:47:14Z","employer_posted_date":"2026-08-07","last_verified_at":"2026-10-22T09:28:44Z","board_verified":true,"closed_at":null,"days_open":76,"trust":{"level":"ok","repost_count":null,"flags":[],"days_open":76},"description":"Your new job\nYou aren't just looking for a job; you're looking for a stage for your entrepreneurial mindset and your drive to get things moving-and you want to be part of an ambitious team aiming to achieve great things together? Then we should talk.At credium, we turn aerial imagery, LiDAR and 3D geodata into building intelligence - data that helps make property verification digital, reliable and accessible. Computer vision is one of the technologies that makes this possible, and we are looking for a Machine Learning Engineer who wants to take this topic forward together with us.\nYou will own our vision data products end-to-end and have a real say in where our AI journey goes next: which models we build ourselves, where modern platforms and foundation models get us further, and how we bring all of it into dependable production. The technical direction is shaped by the people doing the work - and that will include you from day one.\nWhy this role matters\nVision is an important part of our core data products, and it is one part of a genuinely varied role. Your time will be spent on vision topics, ML and data engineering, MLOps and data quality across our products. If you enjoy seeing the whole path from raw data to a product customers rely on, and you would rather build something lean and durable than reinvent it every quarter, you will feel at home here.What you'll do\nOwn the lifecycle of our productive vision models end-to-end: training playbooks, evaluation with gold sets and per-class metrics, versioning, release gates and drift monitoring\nHarden and operate our batch inference and geospatial postprocessing pipelines on Azure ML, treating every inference run as a controlled, cost-aware data product release\nWork with 3D vision data - point clouds (LiDAR), meshes and 3D building geometries - and help us combine 2D imagery with 3D data into richer building intelligence\nSteer our labeling operations together with our experienced external labeling team: you define specifications, QA sampling and acceptance criteria and empower the team to deliver great data quality\nShape our broader AI direction, including the use of agentic AI and automation to keep our processes lean and our team focused\nCollaborate closely with our data engineers, data scientists and product manager, sharing knowledge openly so vision expertise grows across the whole team\nThis role is perfect for someone who thrives on responsibility, loves building clear processes and playbooks, and takes pride in making AI reliable, sustainable and valuable in production.\nWhat we’re looking for\nDon’t worry if you don’t fulfill all criteria. Everyone’s got a focus.You hold a degree or equal experience in Computer Science, Data Science/Engineering, Geoinformatics, Remote Sensing or a related field, or comparable working experience\nYou have several years of professional experience bringing ML systems into production (MLOps, CI/CD, monitoring), ideally on Azure\nYou have hands-on experience with computer vision in production - you can evaluate, fine-tune and operate models confidently\nYou have working knowledge of 3D vision data: processing point clouds (e.g. LiDAR, LAS/LAZ), meshes, Gaussian Splats, Voxels, and 3D geometries with tools such as PDAL, Open3D, trimesh or PyVista - and ideally first experience with 3D data formats like CityGML or 3D Tiles\nYou have experience with geospatial data and aerial imagery (PostGIS, QGIS, raster/vector processing) or with photogrammetry and 3D reconstruction and know what georeferencing is\nYou possess strong Python and solid data engineering skills (pipelines, batch processing, online inference, data quality checks, CI/CD)\nYou have practical experience with modern AI tooling: foundation models, auto-labeling, vision platforms (e.g. Roboflow) - experience with agentic AI workflows is a strong plus\nYou think pragmatically and economically: you enjoy weighing build-vs-buy options and are happy to choose open models, platforms or existing data when that is the smarter path for the product\nYou have experience with labeling operations and data quality assurance, or the structured mindset to set them up\nYou communicate clearly, document well and enjoy sharing your knowledge and enabling others (working students, labeling team, colleagues)\nYou are highly motivated, hands-on and comfortable with the pace, ambiguity and ownership of a startup environment\n(Bonus) Knowledge of IT security principles in the context of data handling\nHow we work\nWe’re not building a lifestyle business. We’re building a company that matters.We're an AI-first team, using machine learning and intelligent systems across our workflows - from building data extraction to product recommendations.\nWe believe in high trust, high standards, and high impact.\nWe support flexibility, but we don’t optimize for 9-to-5. Instead, we look for individuals who take ownership, thrive on challenge, and want to grow with us.\nWhat we offer\nCompetitive salary + Virtual Stock Options (VSOPs)\nAutonomy & responsibility from day one\nRemote-friendly & flexible work environment\nYour own gear + access to modern tools\nExtras like Wellpass\nReal-world impact - accelerate how Europe finances and transforms its residential building stock\nHiring process\nBrief async intro / short call\nTeam interview (skills & mindset)\nCase or challenge\nFounder chat & offer\nReady to help transform buildings into better places to live, own, and finance? Let’s talk.Applications will be processed starting on October 12, 2026.","description_format":"text","description_chars":5523,"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":[]},"benefits":["Flexible schedule","Stock options"],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["Robotic Software & Control Systems","Artificial Intelligence"],"lifecycle":[{"event":"open","at":"2026-10-09T12:58:20Z"}],"visa":[],"liveness":{"score":14,"band":"cold","label":"Long shot","p_open":1,"p_active":0.484,"p_room":0.28,"age_days":75,"expected_fill_days":27,"reasons":["conf:34","win:tail","crowd:"],"computed_at":"2026-10-22T06:10:10Z"},"pay":null,"html_url":"https://alion.io/job/credium-senior-ml-engineer-computer-vision-fmd","json_url":"https://alion.io/job/credium-senior-ml-engineer-computer-vision-fmd.json","meta":{"generated_at":"2026-10-22T10:24:07Z","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":7641,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-23T00:00:00Z"}},"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":3871092},"rest":"https://alion.io/mcp/rest/get_company?id=3871092"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fcredium-senior-ml-engineer-computer-vision-fmd"},{"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%2Fcredium-senior-ml-engineer-computer-vision-fmd"},{"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%2Fcredium-senior-ml-engineer-computer-vision-fmd"},{"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/credium-senior-ml-engineer-computer-vision-fmd\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fcredium-senior-ml-engineer-computer-vision-fmd"}]}