AI/ML Engineer (ML Ops)

Company Description 1Cell.Ai Inc. is a fast-growing precision oncology company dedicated to advancing cancer diagnostics through cutting-edge genomics and molecular profiling technologies. By combining biotechnology, data science, and AI-driven innovation, we develop solutions that enable personalized cancer care and improve patient outcomes. Join us to build technology that has a meaningful impact on healthcare and the lives of cancer patients. The Opportunity We are looking for an AI/ML Engineer with expertise in Machine Learning, Computer Vision, and MLOps to develop and deploy AI solutions for Digital Pathology and Precision Oncology. The role involves end-to-end AI model development, deployment, and maintenance using modern cloud and MLOps technologies. Key Responsibilities Develop and optimize AI/Deep Learning models for Digital Pathology. Build scalable ML pipelines for training, validation, and deployment. Implement MLOps workflows using Docker, DVC, Git, CI/CD, and AWS SageMaker. Deploy and monitor AI models on cloud and on-prem GPU infrastructure. Collaborate with pathologists, software engineers, and product teams to deliver production-ready AI solutions. Contribute to research, validation studies, and product commercialization. Key Skills & Qualifications Strong Python programming skills. Experience with PyTorch/TensorFlow and Computer Vision. Hands-on experience with Docker, Git, DVC, and CI/CD. Experience with AWS (SageMaker, EC2, S3) or similar cloud platforms. Knowledge of Linux and GPU-based model training. Good understanding of machine learning model deployment and MLOps practices. Preferred Skills & Qualifications (Nice to Have Experience in Digital Pathology, Medical Imaging, or Healthcare AI. Familiarity with Whole Slide Images (WSI), Foundation Models, FastAPI, MLflow, Airflow/Prefect. B.E./ B.Tech./ M.Tech./ M.S. in Computer Science, AI, Data Science, or related fields. 25 years of relevant industry experience in AI/ML Engineering or MLOps. .