Data Science Architect (expert in python coding)
TalentQuell
Location
🇮🇳 Ahmedabad, India
Type
full_time
Salary
Undisclosed
Posted
3d ago
Job Description
- 15+ years of software engineering/technology experience, including substantial hands-on experience architecting and engineering enterprise AI/ML/GenAI systems.
- Strong foundation in machine learning, including supervised and unsupervised learning, feature engineering, model selection, evaluation, experimentation and optimization.
- Strong deep learning expertise with practical experience in neural network architectures such as transformers, CNNs, sequence models and representation/embedding learning.
- Strong expertise in Generative AI, LLMs, RAG, AI Agents and Agentic AI, including tool use, orchestration, memory/context strategies and evaluation.
- Hands-on proficiency in Python and modern AI/ML frameworks such as PyTorch, TensorFlow/Keras, scikit-learn and related model development libraries.
- Proven experience deploying AI/ML/GenAI solutions to production, including real-time and batch inference, API/model serving, scalability, resilience and performance optimization.
- Strong experience with MLOps/LLMOps, including experiment tracking, model/prompt versioning, CI/CD, model registries, automated testing/evaluation, monitoring, drift detection and lifecycle management.
- Experience with AWS, Azure and/or GCP, including AI/ML platforms and services such as Azure Machine Learning/Azure OpenAI, AWS SageMaker/Bedrock or Google Vertex AI.
- Strong understanding of embeddings, vector databases, retrieval techniques, prompt/context engineering, LLM evaluation and grounding/citation approaches.