Senior Principal Consultant-Data Scientists with AI and Generative Model experience

2 days ago

Kolkata, India Genpact Full time

Job Description Inviting applications for the role of Senior Principal Consultant - Data Scientists with Computer vision experience We are seeking a tenured and highly skilled Data Scientist with deep expertise in Computer Vision and a strong foundation in AI/ML modeling. The ideal candidate will not only lead the development of intelligent vision systems but will also serve as a technical mentor, providing guidance to junior data scientists on model selection, optimization, and deployment strategies. Experience in domains such as energy, power generation, industrial equipment, or manufacturing will be considered a strong advantage, as the role involves solving real-world visual AI/ML problems in industrial environments. Key Responsibilities: - Lead CV Projects: Design and deliver Computer Vision models across a range of use cases (e.g., anomaly detection, visual inspections, OCR, predictive maintenance). - Model Development: Develop, evaluate, and optimize state-of-the-art AI/ML models (e.g., CNNs, Vision Transformers, YOLO, Faster R-CNN, etc.). - Mentorship: Guide junior and mid-level data scientists on best practices in feature engineering, model selection, evaluation metrics, and problem-solving strategies. - Domain Translation: Translate complex industrial problems into AI-driven CV solutions that can scale in production environments. - Collaboration: Work closely with software engineers, MLOps, and business teams to ensure model integration and operational success. - Code Quality & Experimentation: Drive code modularity, reproducibility, and experimentation through use of ML pipelines, version control, and testing. - Innovation & Research: Stay current with latest CV and AI/ML advancements and apply them appropriately to business problems. - Stakeholder Communication: Present insights, models, and outcomes in a clear and impactful way to both technical and non-technical stakeholders. - Qualifications we seek in you Minimum Qualifications - Master's or PhD in Computer Science, Machine Learning, AI, Electrical Engineering, or a related field. - industry experience in building and deploying machine learning models, with a strong portfolio in Computer Vision. - Deep expertise in ML frameworks and CV libraries such as PyTorch, TensorFlow, OpenCV, Detectron2, MMDetection, etc. - Solid understanding of core AI/ML algorithms - classification, regression, segmentation, object detection, time-series, clustering, etc. - Experience with MLOps tools (e.g., MLflow, DVC, Kubeflow) and cloud platforms (AWS/GCP/Azure). - Strong communication, leadership, and team collaboration skills. Preferred Qualifications: - Prior experience in domains such as energy, utilities, power generation, or industrial systems is highly preferred. - Experience deploying CV models within real-time environments. - Contributions to open-source CV projects or published research. - Proficient in statistical modelling, machine learning techniques, AI algorithms, and generative model development using large language models such as GPT-3, BERT, or similar frameworks like RAG, Knowledge Graphs etc. - Lead the development of CI/CD pipelines and standardize deployment frameworks. - Strong Python programming skills. - - - - -

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