13 Aug
|
PlaceNet Consultants
|
Chennai
13 Aug
PlaceNet Consultants
Chennai
Job Summary:
Join our team as a Senior Data Scientist specializing in Computer Vision, where you will lead the design, development, and deployment of cutting-edge vision-based machine learning models. In this role, you will tackle complex real-world business challenges by building scalable AI solutions. We are looking for an expert with a deep understanding of image and video processing who can seamlessly bridge the gap between technical innovation and business impact.
Role & responsibilities
• Develop and deploy sophisticated computer vision models for tasks including object detection, image classification, segmentation, OCR, and real-time video analytics.
- Manage large-scale datasets by overseeing collection, annotation strategies, cleaning, and data augmentation to ensure high-quality model training.
- Architect and optimize deep learning frameworks such as CNNs, Vision Transformers, GANs, and YOLO for production-ready environments.
- Collaborate with cross-functional engineering, product, and MLOps teams to integrate vision models into end to-end production pipelines.
• Enhance model performance and scalability through quantization, pruning, and conversion for edge deployment using ONNX or TensorRT. • Execute rigorous experiments and statistical analyses, including A/B testing, to validate model accuracy and assess business outcomes.
- Keep abreast of state-of-the-art research in computer vision and deep learning to identify and implement cutting-edge solutions for business problems.
- Mentor junior scientists and establish best practices for robust model development, evaluation, and documentation.
- Partner with data engineering to build high-performance, scalable data pipelines tailored for vision workloads.
Preferred candidate profile
• 7+ years of professional experience in Machine Learning with a specialization in Computer Vision.
• Advanced degree (Master's or Ph.D. preferred) in Computer Science, Electrical Engineering, or a related quantitative fiel
📌 Senior Data Scientist-Computer Vision (Chennai)
🏢 PlaceNet Consultants
📍 Chennai