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Hoy
Senior Machine Learning Engineer | Computer Vision / Image Processing
$60,000 - $75,000 Mensual
Sobre el empleo
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We are an international company seeking a highly skilled and innovative Senior Image Processing / Machine Learning Engineer to join our team.
In this role, you will be responsible for designing, developing, and deploying advanced image processing and machine learning solutions that power our AI-native platforms. You will work on complex visual analysis tasks, including CAD feature detection, OCR integration, and semantic search, while collaborating with cross-functional teams to ensure scalable, high-performance solutions.
Your expertise in computer vision, NLP, and software engineering will be essential in delivering cutting-edge automation tools that improve accuracy, efficiency, and user experience across our products.
Key Responsibilities:
· Own and evolve the image processing pipeline, including CAD feature detection, anomaly identification, and OCR integration.
· Develop and deploy ML models, including NLP-based semantic search and recommendation engines.
· Collaborate with frontend engineers to create interactive visualizations reflecting ML outputs.
· Transition backend services from Flask to FastAPI where needed for scalability.
· Optimize algorithms for specialized hardware such as GPUs, DSPs, or custom ASICs.
· Perform image and video quality evaluations using objective and subjective metrics.
· Manage the full ML lifecycle—from data collection to deployment and monitoring.
· Stay current with the latest advancements in ML, CV, and NLP, and integrate relevant innovations.
Skills & Qualifications:
· Outstanding verbal and written English skills (C1 level or higher).
· 5+ years of experience in Python-based image processing and ML workflows.
· Proven expertise in OpenCV, Tesseract OCR, and ML frameworks such as PyTorch or TensorFlow.
· Experience deploying and scaling computer vision and ML pipelines in production.
· Strong backend development skills (Flask, FastAPI) and containerization experience (Docker/Kubernetes).
· Familiarity with NLP techniques, semantic search, and recommendation systems.
· Experience with hardware-software co-design for optimized performance.
· Excellent communication, analytical, and problem-solving skills.
Qualifications:
· Bachelor's degree in computer science, Electrical/Computer Engineering, Imaging Science, Machine Learning, or related field (Master's or PhD preferred).
· Proven track record in developing and optimizing image processing or computer vision algorithms.
· Experience with databases (Postgres, MySQL) and cloud deployment (AWS, GCP) is a plus.
· Knowledge of ISP pipelines, CMOS sensor technology, or CAD file workflows is an advantage.
ID: 20681430