AI ML Engineer

Responsibilities:

• Design and develop AI/ML models and systems from prototyping to production, while ensuring scalability and efficiency.
• Utilize Docker and Kubernetes for containerization, deployment and orchestration of AI models and services in production environments.
• Implement and manage end-to-end MLOps pipelines to automate model training, testing, deployment and monitoring.
• Build robust, reusable, and scalable Python code for AI model development and deployment.
• Work on the integration and deployment of generative AI models and systems for innovative applications.
• Troubleshoot, optimize and maintain production-level AI models and services.
• Stay up-to-date with the latest trends and advancements in AI, machine learning and MLOps technologies.

Requirements:

• Bachelor's or Master’s degree in Computer Science, Engineering or related field.
• Proven experience (3+ years) in AI/ML engineering with a strong focus on Docker, Kubernetes, and MLOps.
• Expertise in Python and frameworks/libraries such as TensorFlow, PyTorch, Scikit-learn or similar.
• Solid understanding of machine learning algorithms and techniques, particularly in deep learning and natural language processing (NLP).
• Hands-on experience deploying and managing AI models in production using Docker and Kubernetes.
• Knowledge of cloud platforms (OCI, AWS, Azure, GCP) and how they relate to containerized AI deployments.
• Experience with CI/CD pipelines and version control (Git).
• Strong understanding of generative AI models such as GANs, VAEs or transformers.
• Familiarity with monitoring, logging, and debugging AI/ML systems in production environments.
• Excellent communication and teamwork skills, with the ability to collaborate with diverse teams.

Preferred Qualifications:

• Experience with large-scale AI model deployments.
• Knowledge of additional languages such as Java, Go or C++.
• Familiarity with data engineering tools and frameworks (Apache Kafka, Spark etc.).
• Exposure to AI ethics and governance.

Career Level - IC3