Auriga - Lead Engineer - Computer Vision

2 weeks ago


Jaipur, India Auriga IT Consulting Pvt Ltd Full time

About the Role : We are seeking a Lead Engineer with strong expertise in Computer Vision and working knowledge of Generative AI.This role requires a hands-on leader who can take ownership of delivering end-to-end AI solutions while guiding a team of 810 engineers.The right candidate will balance technical depth, solution delivery, and people management.Key Responsibilities : - End-to-End AI Delivery : Drive the entire lifecycle of AI solutions requirement analysis, data preparation, model development, optimization, deployment, and monitoring in production environments.Computer Vision Solutions : - Develop models for object detection, recognition, tracking, OCR, and video analytics.- Optimize models for real-time performance (GPU/edge devices such as NVIDIA Jetson).- Ensure robustness in challenging conditions (e.g., occlusion, lighting, class imbalance).Generative AI Applications : - Integrate LLMs and multimodal AI for use cases like video summarization, natural language queries, automated insights, and incident reporting.- Build practical workflows combining CV and GenAI (e.g., retrieval-augmented search across video data).Technical Leadership : - Provide architectural guidance for AI pipelines (data ingestion ? model inference ? post-processing ? serving).- Establish coding standards, review best practices, and mentor junior engineers.- Drive MLOps practices (CI/CD, model monitoring, drift detection, retraining strategies).Team Management : - Lead and mentor a team of 810 engineers, fostering growth and accountability.- Collaborate with product managers and stakeholders to translate business problems into measurable AI solutions.- Ensure timely delivery with high technical quality.Innovation & Quality : - Stay updated with emerging tools in CV and GenAI, evaluate applicability, and introduce best practices.- Focus on scalability, cost optimization, and practical deployment challenges.Required Qualifications : - Education : B/B.Tech/MCA in Computer Science, IT, or related field.- Experience : 510 years in AI/ML with preferably 2 years in a team lead role.- Technical Expertise : - Computer Vision : Proficiency in frameworks like PyTorch, TensorFlow, and OpenCV.- Experience with object detection (YOLO, Faster R-CNN), segmentation, OCR, or tracking algorithms.- Generative AI : Exposure to LLM-based solutions (LangChain, RAG pipelines, or similar frameworks).- Ability to integrate GenAI into CV workflows.- Deployment & MLOps : Hands-on with APIs (FastAPI/Flask), containerization (Docker), orchestration (Kubernetes), model registries, and monitoring tools.- Performance Optimization : Familiarity with GPU acceleration (CUDA, TensorRT, ONNX Runtime) and scaling inference for production workloads.- Programming : Strong Python expertise; exposure to C++/CUDA is a plus.- Leadership Skills : Proven record of leading 6 to 10 member engineering teams.Ability to balance technical depth with delivery timelines.Strong communication and problem-solving skills.Why Join Us? - Opportunity to lead impactful AI projects combining Computer Vision and Generative AI.- Work with a talented engineering team in a high-growth environment.- Exposure to cutting-edge technology while solving real-world problems at scale. (ref:hirist.tech)


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