AI/ML Engineer

Description : We are seeking skilled AI/ML Engineers to join our team in developing, deploying, and maintaining scalable machine learning models and APIs. The ideal candidates will have hands-on experience in model development, data preprocessing, and working with modern AI frameworks and tools such as LangChain and RLHF. You will collaborate closely with cross-functional teams to deliver robust AI solutions that align with business goals.

Key Responsibilities :

- Design, develop, and deploy machine learning models and inference APIs.

- Perform data preprocessing, cleaning, and feature engineering.

- Optimize model performance for accuracy, speed, and scalability.

- Collaborate with product, engineering, and data teams to integrate ML solutions into production systems.

- Implement model monitoring, version control, and documentation processes.

- Work on distributed ML systems and orchestration frameworks to handle large-scale training and inference.

- Explore and implement Reinforcement Learning from Human Feedback (RLHF) techniques where applicable.

Required Skills and Qualifications :

- Strong programming skills in Python and experience with SQL/NoSQL databases.

- Solid understanding of machine learning concepts and experience with model training and evaluation.

- Experience with LangChain or similar frameworks for building AI-driven applications.

- Familiarity with orchestration tools and distributed computing for ML workloads.

- Proficient in developing and consuming RESTful APIs.

- Experience with model lifecycle management, including versioning and monitoring.

- Understanding of RLHF and its application in real-world scenarios is a plus.

Preferred Qualifications :

- Experience deploying ML models in production environments.

- Background in cloud services (e.g., AWS, GCP, Azure) and ML infrastructure.

- Exposure to MLOps practices and tools like MLflow, Kubeflow, or Airflow.

- Excellent problem-solving and communication skills