Senior Data Engineer - Gen AI

Core AIML Foundations

• Strong foundational knowledge in GenAI Machine Learning ML modeling Data Science Statistics and AI fundamentals including Natural Language Processing NLP Neural Networks and Large Language Models LLMs

Generative AI LLM Expertise

• Extensive handson experience with leading LLMs such as Google Gemini OpenAI models Anthropic Claude Mistral Llama and various other opensource LLMs
• Critical Deep working knowledge and handson experience with RetrievalAugmented Generation RAG pipelines including advanced RAG techniques and their detailed implementation
• Proven ability to build tune and deploy LLMbased applications using platforms like Vertex AI Hugging Face etc
• Expertise in developing robust prompt engineering strategies prompt tuning and creating reusable prompt templates
• Handson experience with agentic frameworkbased use case implementation
• Working knowledge of Guardrails and methodologies for assessing the performance and safety of GenAI features

Programming Data Engineering

• Strong programming proficiency in Python is a must including extensive experience with libraries such as Pandas NumPy scikitlearn PyTorch TensorFlow Transformers FastAPI Seaborn LangChain and LlamaIndex
• Proficiency in integrating generative AI with enterprise applications using APIs knowledge graphs and orchestration tools
• Handson experience with various vector databases eg PG Vector Pinecone Mongo Atlas Neo4j for efficient data storage and retrieval
• Experience in dealing with large amounts of unstructured data and designing solutions for highthroughput processing

Deployment MLOps

• Critical Handson experience deploying GenAIbased models to production environments
• Strong understanding and practical experience with MLOps principles model evaluation and establishing robust deployment pipelines
• Strong expertise in CICD principles and tools eg Jenkins GitLab CI Azure DevOps ArgoCD for automated builds testing and deployments

Cloud Containerization

• Proven experience with container orchestration platforms like OpenShift or Kubernetes for deploying managing and scaling containerized applications in a cloudnative environment

Soft Skills

• Strong problemsolving abilities excellent collaboration skills for working effectively with crossfunctional teams and the capability to work independently on complex ambiguous problems

Benefits/Perks

• Comprehensive Medical Plan Covering Medical, Dental, Vision
• Health Care Spending Account
• Short Term and Long-Term Disability Coverage
• Life Insurance
• Annual vacation and other Paid Leaves
• Maternity Leave Top Up Pay