Data Science Expert
6 days ago
Location: Bangalore / Pune / Chennai / Nagpur
Travel: As per client requirements
Type of Employment: Full time
Key Result Areas and Activities:
- Design & Development: Build production-grade AI applications using Python, APIs, and LLM workflows.
- LLM Solutions: Develop and optimize solutions like RAG pipelines, vector search, and prompt engineering.
- Model Deployment: Convert prototype ML/LLM models into scalable, high-performance inference systems.
- Collaboration: Work with data scientists and DevOps teams for deployment and integration with cloud platforms.
- Quality: Implement automated testing and CI/CD practices for AI systems.
- Troubleshooting: Resolve technical issues and ensure system reliability.
- Agile Participation: Contribute to sprint planning and daily stand-ups.
- Conduct code reviews as a lead and mentor junior engineers.
Work and Technical Experience:
Essential Skills:
- Expert-level proficiency in Python and experience developing scalable production applications.
- Hands-on experience with ML and data libraries (NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch).
- Strong understanding of LLM architectures (GPT, BERT, T5, LLaMA), embeddings, and fine-tuning.
- Practical experience with Retrieval-Augmented Generation (RAG), FAISS/Elasticsearch, and vector databases.
- Proficiency with Git, CI/CD pipelines, Docker, Kubernetes, and model deployment tools.
- Experience with cloud platforms and ML services (AWS, Azure, or GCP).
- Understanding of SQL and data pipelines for feature engineering and inference.
- Proven track record of delivering real-world, production-grade AI solutions.
Desirable Skills:
- Familiarity with agentic workflows and model orchestration frameworks.
- Strong knowledge of software architecture, API design, microservices, and distributed systems
- Experience implementing automated testing and monitoring for ML/LLM services
Qualification:
- Bachelor's degree in computer science, Software Engineering, or related field; master's degree preferred
- Minimum 7 years of experience in software development, with at least 5 years focused on AI/ML applications
Qualities:
- Excellent problem-solving skills and ability to debug complex issues in production environments
- Strong communication skills with the ability to collaborate effectively with cross-functional teams
- Experience mentoring junior engineers and establishing coding standards and best practices
- Ability to work effectively in a fast-paced, collaborative environment with changing priorities
Location
India
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