Job Description
Your role:
- Experience in development, validation, packahing, deployment of AI models. Creating monitoring and feedback pipelines.
- Familiarity with DevOps, MLOps, Agile development practices, Goodl ML practices.
- Awareness of data privacy, Regulation, Management practices. Qualifications
- Proven record in building state of the art AI Engineering solution including productization, deployment and support.
- Building Proof of concept for a clinical domain problems example segmentation, clustering, prediction on imaging and numerical data
- Ability to explore a given technical problem and prepare a high quality research report with recommended technical solutions. Implementing an algorithms from research papers
- Keeping abreast with state of the art in machine learning, deep learning, image analytics
You're the right fit if:
- MS, B. Tech, M. Tech with minimum of 3 - 5 5years experience in CS/ECE
- Theoretical background in Machine Learning, Data Engineering, Statistics, Image processing, NLP, Numerical data analysis
- Hands on experience in building end 2 end AI solutions using data pre-processing, feature engineering, AI algorithm building, Performance tuning and deployment
- Liaison with principal and fellow architects for AI solution, architecture, design and implement
- Hands on experience in MLOps, Cloud architecture, Scalable AI model packaging and deployment
- Distributed and high availability models deployment for production
- Creating devOps, MLOps, Monitoring pipeline with advanced functions such as active learning, shadow learning etc
- Manage and deploy infra and optimize from cost perspective.
- Proficiency in Python, TensorFlow, OpenCV, scikit-learn, Keras, Git, Pytorch, Pandas, NumPy etc
- Familiarity with Cloud technologies such as AWS Sagemaker, Azure AI platform, Google vertex etc is a plus
- Familiarity with End 2 End knowledge for SW Engineering, MLOps, and Agile development is a plus
- Familiarity with foundational AI such as large language models, GenAI techniques, GANs and other state of the art in AI field