Machine Learning Engineer – Computer Vision

Job Title: Machine Learning Engineer – Computer Vision Location: Pune Experience: 4–6 Years Employment Type: Full-Time Industry: Automotive Manufacturing / AI / Computer Vision About the Role We have recently won a large-scale Machine Learning project with a leading vehicle Manufacturer. We are seeking a highly skilled Machine Learning Engineer to design and deploy advanced defect detection solutions using Computer Vision and Deep Learning techniques in a manufacturing environment. You will work on real-world industrial inspection systems involving image/video data from production lines, ensuring high-accuracy detection of surface, structural, and assembly defects. Key Responsibilities • Design, develop, and deploy ML/DL models for automated defect detection. • Build end-to-end computer vision pipelines (data preprocessing → model training → validation → deployment). • Work with image datasets from production lines (high-resolution industrial cameras). • Develop and optimize CNN-based models (classification, detection, segmentation). • Improve model performance using data augmentation and advanced techniques. • Deploy models on edge devices or cloud infrastructure. • Collaborate with manufacturing, quality, and data engineering teams. • Monitor model performance and retrain as needed. • Document technical designs and maintain best coding practices. Required Skills & Qualifications • Bachelor’s/Master’s in Computer Science, AI, Data Science, or related field. • Strong experience in Python. • Hands-on experience with: • TensorFlow / PyTorch • OpenCV • Scikit-learn • NumPy, Pandas • Experience with: • Object Detection models (YOLO, Faster R-CNN, SSD) • Image Segmentation (U-Net, Mask R-CNN) • CNN architectures • Experience handling imbalanced datasets. • Strong understanding of model evaluation metrics (Precision, Recall, F1, mAP). • Experience deploying models via REST APIs or edge devices. • Knowledge of MLOps concepts (CI/CD for ML models) is a plus. Preferred Qualifications • Experience in automotive or manufacturing defect detection. • Knowledge of edge AI deployment (NVIDIA Jetson, ONNX, TensorRT). • Familiarity with cloud platforms (AWS / Azure / GCP). • Experience working with real-time image processing systems. Job Types: Full-time, Permanent Pay: ₹900,000.00 - ₹1,500,000.00 per year Benefits: • Health insurance Work Location: In person