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Sr AI/ML Solutions Architect - PostgreSQL - HCLTech
Solutions Architect
Senior AI/ML Solutions Architect designing end‑to‑end AI/ML systems on PostgreSQL, leveraging Python, TensorFlow, PyTorch, and scikit‑learn, with expertise in distributed computing and cloud deployment for scalable, secure, high‑performance solutions.
About the role
Key Responsibilities
- Design and architect end‑to‑end AI/ML pipelines using Python, TensorFlow, PyTorch, and scikit‑learn, ensuring scalability, performance, and security across cloud and on‑prem environments.
- Develop and maintain PostgreSQL‑based data platforms, optimizing schema design, indexing, and query performance for large‑scale ML workloads.
- Implement distributed computing solutions (e.g., Spark, Dask) to accelerate model training and inference at scale.
- Lead cross‑functional teams, providing technical mentorship and driving best practices in model development, deployment, and monitoring.
- Collaborate with stakeholders to translate business requirements into robust AI/ML architectures aligned with organizational strategy.
Requirements
- 10+ years of experience in AI/ML engineering and solution architecture.
- Proficiency in Python, TensorFlow, PyTorch, scikit‑learn, and PostgreSQL.
- Strong background in distributed computing frameworks and cloud platforms (AWS, GCP, or Azure).
- Excellent communication skills and proven ability to mentor and lead technical teams.
- Experience with model deployment, monitoring, and lifecycle management in production environments.
Skills
pythontensorflowpytorchpostgresql