Machine Learning Engineer - India - Edstem Technologies

Description

Machine Learning Engineer (AI-Based Product Development)

Roles:

We are looking for ML Engineers for an AI based product development for one of our clients in the banking industry. As a Machine Learning Engineer, you will collaborate with colleagues to bring AI-driven solutions to life, assisting in the productionization of machine learning models and ensuring their effective deployment in a production environment.

Responsibilities:

• Understand the requirements and needs of business stakeholders, building strong relationships, and identifying how AI and machine learning solutions can support our business strategy.
• Support the productionization of machine learning models, including pipeline design, development, testing, and deployment, ensuring the original intent is preserved in the production environment.
• Contribute to frameworks for robust monitoring of machine learning models within a production environment, ensuring they deliver quality and performance.
• We'll rely on your experience in constructing, testing, maintaining, and deploying machine learning models into a production setting. This involves utilizing contemporary CI/CD tools such as Git, AWS, AWS Sagemaker, Docker, Terraform, Cloud Formation, Kubernetes, PyTorch, TensorFlow, Jax, Numpy, Scikit-learn, and other related technologies.

Qualifications:

• Minimum 5+ years of relevant experience as a Machine Learning Engineer.
• Proficiency in machine learning approaches and algorithms, including time-series forecasting, classification, regression, large language models, and generative AI.
• Strong programming and scripting skills, particularly in Python, are essential.
• Basic knowledge of the financial services industry and the ability to identify wider business impact and risk opportunities is preferred.