{"id":594802,"url":"https://alion.io/job/inetum-senior-computer-vision-edge-ai-engineer","title":"Senior Computer Vision & Edge AI Engineer","company":{"id":3561,"name":"Inetum","domain":"inetum.com","url":"https://alion.io/company/inetum","size_band":"5000+","is_staffing_agency":false,"employer_type":"services","is_intermediary":false,"listed_via":null,"ats_vendor":"SmartRecruiters","truth_index":{"grade":"B","score":81,"open_postings":537,"ghost_share":0,"stale_share":0.758,"repost_share":0,"time_to_fill_p50_days":35,"computed_at":"2026-10-29T05:49:05Z"}},"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":"structured","locations":["Madrid, Spain"],"countries":["ES"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":54000,"max_usd":113000,"period":"year","method":"role_seniority_country_cell","sample_n":11},"experience_years_min":null,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Anomaly Detection","optional":false},{"name":"C++","optional":false},{"name":"CNN","optional":false},{"name":"Computer Vision","optional":false},{"name":"CUDA","optional":false},{"name":"CVAT","optional":false},{"name":"Docker","optional":false},{"name":"Encoder-Decoder","optional":false},{"name":"Git","optional":false},{"name":"Linux","optional":false},{"name":"MLFlow","optional":false},{"name":"ONNX","optional":false},{"name":"Python","optional":false},{"name":"PyTorch","optional":false},{"name":"Quantization","optional":false},{"name":"TensorRT","optional":false},{"name":"Triton Inference Server","optional":false},{"name":"Azure","optional":true}],"status":"live","first_seen_at":"2026-09-10T14:34:26Z","employer_posted_date":"2026-09-10","last_verified_at":"2026-10-29T09:23:42Z","board_verified":true,"closed_at":null,"days_open":48,"trust":{"level":"ok","repost_count":0,"flags":[],"days_open":48},"description":"INETUM\nSomos un Consultora digital, internacional y ágil. En la era de la post-transformación digital, nos esforzamos para que cada uno de nuestros 28.000 profesionales pueda renovarse continuamente.\nCada uno de ellos puede diseñar su itinerario profesional de acuerdo a sus preferencias, emprender junto a sus clientes para construir en la práctica un mundo más positivo, innovar en cada uno de los 27 países y conciliar su carrera profesional con su bienestar personal.\nNuestros 28.000 atletas digitales están orgullosos de haberse certificado Top Employer Europe 2024\n Senior engineer with full, end-to-end technical ownership of the vision core of an industrial visual inspection product built on the NVIDIA platform. Combines deep expertise in unsupervised anomaly detection and defect segmentation with production-grade GPU inference optimization and complete model lifecycle management. Also able to design and lead the evolution of the pipeline orchestration toward a high-performance native C++ core, delivering real-time decisions on the factory floor.\n Deep Learning & Computer Vision\nExpert-level PyTorch: CNN / transformer vision architectures, training, evaluation and rigorous ONNX export (zero train/serve skew).\nOne-class / unsupervised anomaly detection: PatchCore, EfficientAD, PaDiM, student-teacher, normalizing flows, and their real failure modes (reference-set contamination, threshold calibration with few or no defective samples, synthetic defects via cut-paste / DRAEM, over-rejection, drift).\nSupervised defect segmentation and detection (encoder-decoder, DETR-family): training, acceptance criteria and imbalanced datasets.\nMethodological rigor: AUROC / AUPRO alongside plant-level metrics (escape rate, false-reject rate) and regression validation against recorded data.\nC++ & Real-Time Systems\nExpert-level modern C++ (C++17/20) for real-time vision pipelines, in addition to expert Python.\nHigh-performance systems design: native pipeline/orchestrator coordinating capture, pre-processing, inference and post-processing while keeping data in memory and avoiding unnecessary copies and hops.\nHard latency budgets: determinism, watchdogs and graceful degradation.\nLinux, Docker, Git and CI as the natural working environment.\nGPU & Inference Optimization (NVIDIA)\nSolid CUDA: execution model, streams, CUDA Graphs, memory management (pinned, unified, pre-allocation), writing and debugging custom kernels.\nGPU libraries: cuBLAS, NPP, CV-CUDA, Thrust or equivalents for accelerated image pre-processing and scoring.\nTensorRT in production: engine building, mixed FP16 / INT8 precision with custom quantization calibration, precision-degradation diagnosis and dynamic batching.\nTriton Inference Server in production.\nProfiling with Nsight Systems / Nsight Compute; p99 latency characterization per stage and finding the real bottleneck before optimizing.\nData & MLOps\nModel versioning and registry (MLflow or equivalent), reproducibility and dataset curation (CVAT).\nTraceability: able to demonstrate which model, data and version produced a given result.\nModels in production: monitoring, drift detection and a retraining / rollback policy.\nNice to Have\nCustom TensorRT plugins.\nIndustrial cameras - GigE Vision (ideally Basler pylon); optics, lighting and photometric calibration (flat-field).\nAnomalib (advanced use or upstream contributions).\nManufacturing / quality context (automotive or another regulated industry); ISA-95 and IEC 62443.\nPublic cloud and cloud MLOps (ideally Azure: IoT Edge, ML).\nPublications, talks or open source in vision / anomaly detection.\n ¿Qué podemos ofrecerte:\nFormarás parte de un gran equipo de profesionales con inquietud y motivación por el desarrollo y la programación y participaras en nuevos y punteros proyectos para la compañia.\nTrabajarás a jornada completa con un horario flexible bajo un modelo de trabajo 100% remoto.\n22 días de vacaciones + 2 de asuntos propios.\nFormación por parte de la empresa para que puedas seguir desarrollándote y promocionar dentro del plan de carrera que existe para ti.\nPodrás asistir a eventos y conferencias relevantes del sector.\nContrato indefinido.\nEstabilidad y buen clima laboral.\nSalario Competitivo.\nAcceso a ventajas del grupo de empresa\nRetribución flexible y más beneficios","description_format":"text","description_chars":4288,"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":"Spanish","level":"All levels","optional":false}]},"benefits":[],"hiring_locations":[{"name":"Spain","iso":"ES","kind":"country"}],"hiring_excludes":[],"relocation_offered":false,"industries":["Robotic Software & Control Systems","IT Consulting & Digital Transformation","Managed IT Services (MSP)","Systems Integrators"],"lifecycle":[{"event":"open","at":"2026-09-10T15:23:52Z"}],"visa":[],"liveness":{"score":23,"band":"cold","label":"Long shot","p_open":1,"p_active":0.534,"p_room":0.44,"age_days":48,"expected_fill_days":35,"reasons":["conf:0","stale_co","velocity","win:tail","crowd:brand"],"computed_at":"2026-10-29T05:49:05Z"},"pay":null,"html_url":"https://alion.io/job/inetum-senior-computer-vision-edge-ai-engineer","json_url":"https://alion.io/job/inetum-senior-computer-vision-edge-ai-engineer.json","meta":{"generated_at":"2026-10-29T10:04:18Z","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":15174,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-10-30T00:00:00Z"}},"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":3561},"rest":"https://alion.io/mcp/rest/get_company?id=3561"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Finetum-senior-computer-vision-edge-ai-engineer"},{"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%2Finetum-senior-computer-vision-edge-ai-engineer"},{"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%2Finetum-senior-computer-vision-edge-ai-engineer"},{"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/inetum-senior-computer-vision-edge-ai-engineer\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Finetum-senior-computer-vision-edge-ai-engineer"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":594802}},{"tool":"search_jobs","arguments":{"company":"inetum.com","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":594802},"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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