GEN AI and Machine Learning Engineer

Skills (must have)

• Bachelor's or masters degree in Computer Science, Data Science, Engineering, or a related field.
• Experience on Agentic AI/ Frameworks
• Strong programming skills in languages such as Python, SQL/NoSQL etc.
• Build analytical approach based on business requirements, then develop, train, and deploy machine learning models and AI algorithms
• Exposure to GEN AI models such as OpenAI, Google Gemini, Runway ML etc.
• Experience in developing and deploying AI/ML and deep learning solutions with libraries and frameworks, such as TensorFlow, PyTorch, Scikit-learn, OpenCV and/or Keras.
• Knowledge of math, probability, and statistics.
• Familiarity with a variety of Machine Learning, NLP, and deep learning algorithms.
• Exposure in developing API using Flask/Django.
• Good experience in cloud infrastructure such as AWS, Azure or GCP

Exposure to Gen AI, Vector DB/Embeddings, LLM (Large language Model

Skills Good to Have

Experience with MLOps: MLFlow, Kubeflow, CI/CD Pipeline etc.

Good to have experience in Docker, Kubernetes etc

Exposure in HTML, CSS, Javascript/JQuery, Node.js, Angular/React

Experience in Flask/Django is a bonus .

Responsibilities

• Collaborate with software engineers, business stake holders and/or domain experts to translate business requirements into product features, tools, projects, AI/ML, NLP/NLU and deep learning solutions.
• Develop, implement, and deploy AI/ML solutions.
• Preprocess and analyze large datasets to identify patterns, trends, and insights.
• Evaluate, validate, and optimize AI/ML models to ensure their accuracy, efficiency, and generalizability.
• Deploy applications and AI/ML model into cloud environment such as AWS/Azure/GCP etc.
• Monitor and maintain the performance of AI/ML models in production environments, identifying opportunities for improvement and updating models as needed.

Document AI/ML model development processes, results, and lessons learned to facilitate knowledge sharing and continuous improvement.