Machine Learning Engineer
1 semana atrás
Hi there We are South and our client is looking for a Machine Learning Engineer Note to Applicants Eligibility: This position is open to candidates residing in Latin America. Application Language: Please submit your CV in English. Applications submitted in other languages will not be considered. Professional Presentation: We encourage you to showcase your professional experience by including a Loom video in the application form. While this is optional, candidates who provide a video presentation will be given priority. 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 – GMT‑3 Compensation: USD salary Location: 100% remote If this opportunity sounds good to you, send us your resume #J-18808-Ljbffr
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Machine Learning Engineer
1 semana atrás
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Chief Machine Learning Specialist
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Machine Learning Engineer
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Machine Learning Engineer
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Brasília, Brasil Flatiron Software Tempo inteiroAbout Flatiron is a global remote software development company with engineers located around the world. We unite experts from diverse backgrounds and experiences in a collaborative culture to deliver exceptional products and services for our clients. As a forward-thinking software engineering company, we provide industry-leading solutions to complex problems...
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Machine Learning Engineer
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Machine Learning Engineer
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Machine learning engineer
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Desenvolvedor Machine Learning
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Desenvolvedor Machine Learning
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Brasília, Brasil EMPREGARE.com Tempo inteiroDescrição Desenvolver e implementar modelos de machine learning para diversas aplicações. Analisar e processar grandes volumes de dados para criar soluções preditivas. Avaliar a performance dos modelos e otimizar algoritmos para eficiência. Colaborar com equipes de engenharia e dados para integrar modelos em sistemas de produção. Pesquisar e aplicar...
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