Talent.com
No se aceptan más aplicaciones
Machine Learning Engineer (Quedan 3 Días)...

Machine Learning Engineer (Quedan 3 Días)...

Ottomatik.ioBogotá, Bogotá, Distrito Capital, CO
Hace 20 días
Descripción del trabajo

We are looking for a Machine Learning Engineer with strong expertise in computer vision and object detection to tackle a specialized challenge : detecting walls and identifying rooms in architectural blueprints or pre-construction plans.

This role is ideal for someone who is hands-on, detail-oriented, and passionate about applying advanced ML techniques to solve real-world problems.

Key Responsibilities

  • Develop and fine-tune ML models for detecting walls in architectural blueprints.
  • Design and implement preprocessing pipelines for handling blueprint files (images / PDFs).
  • Optimize model inference using ONNX Runtime for production-ready deployment.
  • Build and maintain an API server to serve ML inference (preferably using BentoML).
  • Collaborate with stakeholders to define requirements, deliver milestones, and document solutions clearly.

Must-Have Requirements

  • Strong hands-on experience with PyTorch for model development and training.
  • Expertise with Ultralytics (YOLOv8) for object detection tasks.
  • Proficiency in OpenCV, Pillow (PIL), and NumPy for preprocessing and image manipulation.
  • Experience with ONNX / ONNX Runtime for optimized inference.
  • Solid knowledge of BentoML (preferred) or FastAPI for serving ML APIs.
  • Familiarity with Pydantic for schema validation.
  • Proven track record of deploying ML models into production.
  • Strong problem-solving mindset and ability to adapt ML tools to specialized use cases.
  • Clear communication and documentation skills.
  • Nice-to-Have

  • Experience working with PyMuPDF for parsing PDF-based architectural plans.
  • Background in architectural / engineering data or prior work with blueprint analysis.
  • Knowledge of clustering / grouping methods for room identification tasks.
  • Familiarity with MLOps practices (monitoring, scaling, CI / CD for ML).
  • Schedule : Monday to Friday - Full-time

    Compensation : USD salary

    Location : 100% remote

    #J-18808-Ljbffr

    Crear una alerta de empleo para esta búsqueda

    Machine Learning Engineer • Bogotá, Bogotá, Distrito Capital, CO

    Ofertas relacionadas
    • Oferta promocionada
    • Nueva oferta
    Quedan 3 Días : Full-Stack AI Developer...

    Quedan 3 Días : Full-Stack AI Developer...

    Sur GlobalBogotá, Bogotá, Distrito Capital, CO
    Overview Sur Global Bogota, D.Capital District, Colombia Full-Stack AI Developer is responsible for designing and building new product features that integrate artificial intelligence technologies...Mostrar másÚltima actualización: hace 7 horas
    Lead Data Engineer

    Lead Data Engineer

    FusemachinesBogota, CO
    Quick Apply
    About Fusemachines Fusemachines is a leading AI strategy, talent, and education services provider.Adjunct Associate Professor at Columbia University, Fusemachines has a core mission of democratizin...Mostrar másÚltima actualización: hace más de 30 días
    • Oferta promocionada
    ▷ [Buen Sueldo] Direct Channels Operating Model Analyst Sr Latam...

    ▷ [Buen Sueldo] Direct Channels Operating Model Analyst Sr Latam...

    SiigoBogotá, Bogotá, Distrito Capital, CO
    Capital District, Colombia Overview Join to apply for the Direct Channels Operating Model Analyst Sr Latam role at Siigo. En Siigo buscamos mentes estratégicas para optimizar el modelo operativo d...Mostrar másÚltima actualización: hace 9 días
    Data Engineer - (Remote LATAM)

    Data Engineer - (Remote LATAM)

    PlaybypointBogotá, Bogota, .CO
    Quick Apply
    Playbypoint is an all-in-one club management software for racquet sports facilities.Our platform simplifies operations for tennis, padel, and pickleball clubs by centralizing court booking, member ...Mostrar másÚltima actualización: hace 8 días
    Analytics Engineer

    Analytics Engineer

    FlowMoBogotá, Bogota, Colombia
    Quick Apply
    We are an end-to-end data consulting company with a remote team located throughout the United States (and beyond).We are a team of data engineers, web developers, data scientists, and product folks...Mostrar másÚltima actualización: hace más de 30 días
    Senior / Lead Software Engineer (.NET, AWS, IAM)

    Senior / Lead Software Engineer (.NET, AWS, IAM)

    BonapoliaBogotá, Bogota, .CO
    Quick Apply
    For job seekers, BONAPOLIA offers a gateway to exciting career prospects and the chance to thrive in a fulfilling work environment. We believe that the right job can transform lives, and we are comm...Mostrar másÚltima actualización: hace 11 días
    • Oferta promocionada
    ▷ (Quedan 3 Días) Principal Machine Learning Engineer...

    ▷ (Quedan 3 Días) Principal Machine Learning Engineer...

    Launch PotatoBogotá, Bogotá, Distrito Capital, CO
    Overview As The Discovery and Conversion Company, our mission is to connect consumers with the world’s leading brands through data-driven content and technology. Headquartered in South Florida with...Mostrar másÚltima actualización: hace más de 30 días
    • Oferta promocionada
    Busqueda Urgente! Machine Learning Engineer...

    Busqueda Urgente! Machine Learning Engineer...

    InetumBogotá, Bogotá, Distrito Capital, CO
    Descripción de la empresa Inetum es líder europeo en servicios digitales.Inetum se esfuerza cada día por lograr un impacto digital para las empresas, las entidades del sector público y la sociedad...Mostrar másÚltima actualización: hace 6 días
    Conversational AI / ML Engineer

    Conversational AI / ML Engineer

    WorldengineeringcorpBogotá, Bogota, Colombia
    Quick Apply
    Conversational AI / ML Engineer.Conversational AI / ML Engineer Senior.Tu día a día incluirá la integración de servicios de voz en tiempo real, la orquestación de LLMs y playbooks conversacionales,...Mostrar másÚltima actualización: hace más de 30 días
    Senior Data Engineer (AWS) - 100% Remoto

    Senior Data Engineer (AWS) - 100% Remoto

    MindtechBogotá, Bogota, Colombia
    Quick Apply
    Mindtech es tu puerta de entrada a proyectos tecnológicos emocionantes y con impacto.Nos especializamos en staff augmentation y outsourcing de software de punta a punta, conectando el talento ...Mostrar másÚltima actualización: hace más de 30 días
    Senior AI Research Engineer, Model Inference (100% Remote)

    Senior AI Research Engineer, Model Inference (100% Remote)

    Tether Operations LimitedBogotá DC, DC, CO
    Join Tether and Shape the Future of Digital Finance.At Tether, we’re not just building products, we’re pioneering a global financial revolution. Our cutting-edge solutions empower businesses—from ex...Mostrar másÚltima actualización: hace más de 30 días
    Data Engineer (Lead) ID41785

    Data Engineer (Lead) ID41785

    AgileEngineUsaquen, DC, co
    Quick Apply
    Fortune 500 brands and trailblazing startups across 17+ industries.We rank among the leaders in areas like application development and AI / ML, and our people-first culture has earned us multiple Bes...Mostrar másÚltima actualización: hace más de 30 días
    • Oferta promocionada
    • Nueva oferta
    Machine Learning Engineer [Urgente]...

    Machine Learning Engineer [Urgente]...

    CanalsBogotá, Bogotá, Distrito Capital, CO
    Machine Learning Engineer – Canals Canals Bogota, D.Capital District, Colombia Remote – North or South America | Full-Time | Canals About Canals Canals is a bootstrapped, profitable startup tra...Mostrar másÚltima actualización: hace 3 horas
    Qualified Pipeline - Microstrategy Developer

    Qualified Pipeline - Microstrategy Developer

    Data MeaningBogotá, Bogotá, CO
    Quick Apply
    Microstrategy Developer - Qualified Pipeline Location : USA, Brazil and Latin America - 100% remote Position type : Full-time or Part-Time Position Summary Data Meaning is a front-runner...Mostrar másÚltima actualización: hace más de 30 días
    • Oferta promocionada
    • Nueva oferta
    (Aplica ya) Machine Learning Engineer...

    (Aplica ya) Machine Learning Engineer...

    CanalsBogotá, Bogotá, Distrito Capital, CO
    Machine Learning Engineer – Canals Canals Bogota, D.Capital District, Colombia Remote – North or South America | Full-Time | Canals About Canals Canals is a bootstrapped, profitable startup tra...Mostrar másÚltima actualización: hace 5 horas
    Founding ML Engineer

    Founding ML Engineer

    AliancersBogotá, Bogota, .CO
    Quick Apply
    Formamos parte de una organización dinámica y flexible con gran capacidad de adaptación y compromiso.Valoramos las competencias, habilidades, experiencia y potencial de las personas, así como sus c...Mostrar másÚltima actualización: hace más de 30 días
    Technical Lead – AI / ML

    Technical Lead – AI / ML

    MarvikBogotá, Bogota, .CO
    Quick Apply
    Passionate about leading teams, designing cutting-edge architectures, and working with.AI, ML, Deep Learning, and GenAI.If you're an experienced technical leader with deep AI knowledge, this is you...Mostrar másÚltima actualización: hace 18 días
    Analytics Engineer (MarTech) ID43406

    Analytics Engineer (MarTech) ID43406

    AgileEngineUsaquen, DC, co
    Quick Apply
    Fortune 500 brands and trailblazing startups across 17+ industries.We rank among the leaders in areas like application development and AI / ML, and our people-first culture has earned us multiple Bes...Mostrar másÚltima actualización: hace 15 días