
Senior Member of Technical Staff – LLM/AI
- Chennai, Tamil Nadu
- Permanent
- Full-time
- Lead the design and development of machine learning models and AI solutions to solve business problems.
- Select appropriate machine learning or deep learning models based on problem context and data availability.
- Develop, train, test, and validate models using state-of-the-art methodologies and frameworks.
- Collaborate with analytics, developers and domain experts to acquire, clean, and preprocess large datasets.
- Engineer features and performs exploratory data analysis to ensure data quality and model readiness.
- Containerize models (Docker/Kubernetes), implement monitoring (Prometheus/Grafana), and automate pipelines (MLflow/Kubeflow).
- Implement models into production environments, ensuring robustness, scalability, and maintainability.
- Develop and maintain CI/CD pipelines for seamless model integration and deployment.
- Monitor and evaluate model performance post-deployment and iterate based on feedback and performance metrics.
- Document model architecture, development processes, and performance evaluations thoroughly.
- Share insights and technical know-how with team members to foster a culture of continuous learning and improvement.
- Research & Innovation: Stay ahead of AI trends (LLMs, generative AI) and advocate for ethical AI practices.
- Analyze large datasets to extract insights and improve model performance.
- Ensure compliance with data privacy and security regulations in all AI/ML initiatives.
- Bachelor’s or master’s degree in computer science, Data Science, Machine Learning, or a related field.
- Proven experience (3+ years) in AI/ML engineering, with a strong portfolio of successful projects.
- Proficiency in programming languages such as Python, R, or Java, and experience with ML frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).
- Strong understanding of machine learning algorithms, statistical modeling, and data analysis techniques.
- Experience with cloud platforms (e.g., AWS, Azure, Google Cloud)