Ready to build the future with AI At Genpact we don t just keep up with technology we set the pace AI and digital innovation are redefining industries and we re leading the charge Genpact s AI Gigafactory our industry-first accelerator is an example of how we re scaling advanced technology solutions to help global enterprises work smarter grow faster and transform at scale From large-scale models to agentic AI our breakthrough solutions tackle companies most complex challenges If you thrive in a fast-moving innovation-driven environment love building and deploying cutting-edge AI solutions and want to push the boundaries of what s possible this is your moment Genpact NYSE G is anadvanced technology services and solutions company that deliverslastingvalue for leading enterprisesglobally Through ourdeep business knowledge operational excellence and cutting-edge solutions - we help companies across industries get ahead and stay ahead Powered by curiosity courage and innovation our teamsimplementdata technology and AItocreate tomorrow today Get to know us atgenpact comand onLinkedIn X YouTube andFacebook Inviting applications for the role of Manager ML CV Ops Engineer We are seeking a highly skilled ML CV Ops Engineer to join our AI Engineering team This role is focused on operationalizing Computer Vision models ensuring they are efficiently trained deployed monitored and retrained across scalable infrastructure or edge environments The ideal candidate has deep technical knowledge of ML infrastructure DevOps practices and hands-on experience with CV pipelines in production You ll work closely with data scientists DevOps and software engineers to ensure computer vision models are robust secure and production-ready always Key Responsibilities End-to-End Pipeline Automation Build and maintain ML pipelines for computer vision tasks data ingestion preprocessing model training evaluation inference Use tools like MLflow Kubeflow DVC and Airflow to automate workflows Model Deployment Serving Package and deploy CV models using Docker and orchestration platforms like Kubernetes Use model-serving frameworks TensorFlow Serving TorchServe Triton Inference Server to enable real-time and batch inference Monitoring Observability Set up model monitoring to detect drift latency spikes and performance degradation Integrate custom metrics and dashboards using Prometheus Grafana and similar tools Model Optimization Convert and optimize models using ONNX TensorRT or OpenVINO for performance and edge deployment Implement quantization pruning and benchmarking pipelines Edge AI Enablement Optional but Valuable Deploy models on edge devices e g NVIDIA Jetson Coral Raspberry Pi and manage updates and logs remotely Collaboration Support Partner with Data Scientists to productionize experiments and guide model selection based on deployment constraints Work with DevOps to integrate ML models into CI CD pipelines and cloud-native architecture Required Qualifications Bachelor s or Master s in Computer Science Engineering or a related field Sound experience in ML engineering with significant work in computer vision and model operations Strong coding skills in Python and familiarity with scripting for automation Hands-on experience with PyTorch TensorFlow OpenCV and model lifecycle tools like MLflow DVC or SageMaker Solid understanding of containerization and orchestration Docker Kubernetes Experience with cloud services AWS GCP Azure for model deployment and storage Preferred Qualifications Experience with real-time video analytics or image-based inference systems Knowledge of MLOps best practices model registries lineage versioning Familiarity with edge AI deployment and acceleration toolkits e g TensorRT DeepStream Exposure to CI CD pipelines and modern DevOps tooling Jenkins GitLab CI ArgoCD Contributions to open-source ML CV tooling or experience with labeling workflows CVAT Label Studio Why join Genpact Lead AI-first transformation - Build and scale AI solutions that redefine industriesMake an impact - Drive change for global enterprises and solve business challenges that matterAccelerate your career Gain hands-on experience world-class training mentorship and AI certifications to advance your skillsGrow with the best - Learn from top engineers data scientists and AI experts in a dynamic fast-moving workplaceCommitted to ethical AI - Work in an environment where governance transparency and security are at the core of everything we buildThrive in a values-driven culture - Our courage curiosity and incisiveness - built on a foundation of integrity and inclusion - allow your ideas to fuel progressCome join the 140 000 coders tech shapers and growth makers at Genpact and take your career in the only direction that matters Up Let s build tomorrow together Genpact is an Equal Opportunity Employer and considers applicants for all positions without regard to race color religion or belief sex age national origin citizenship status marital status military veteran status genetic information sexual orientation gender identity physical or mental disability or any other characteristic protected by applicable laws Genpact is committed to creating a energetic work environment that values respect and integrity customer focus and innovation Furthermore please do note that Genpact does not charge fees to process job applications and applicants are not required to pay to participate in our hiring process in any other way Examples of such scams include purchasing a starter kit paying to apply or purchasing equipment or training JobManager Primary LocationIndia-Bangalore ScheduleFull-time Education LevelMaster s Equivalent Job PostingSep 26 2025 4 06 59 AM Unposting DateOngoing Master Skills ListOperations Job CategoryFull Time