Gen AI Engineer

Generative AI (Minimum Requirements):

• Strong understanding of LLMs, agent architectures, generative pipelines.
• Proven experience in delivering AI solutions in enterprise setting.
• Hands-on with backend engineering: Python/Node.js, &REST APIs.
• Familiar with prompt engineering, model fine-tuning, and retrieval-augmented generation (RAG)
• Excellent communication skills with business and technical stakeholders
• Hands-on experience with LangGraph or similar AI agent frameworks
• Proficiency with LlamaIndex, LangChain, or equivalent data processing libraries
• Experience with vector databases (Pinecone, Weaviate, Chroma, etc.)
• Working knowledge of multiple LLMs and their APIs (OpenAI GPT, Gemini, Claude)
• Experience with LLM observability tools (LangSmith, Weights & Biases, etc.)
• Experience developing RAG (Retrieval-Augmented Generation) chatbots
• Experience with coding agents and code generation systems

• Strong foundation in clustering, regression, classification, and forecasting
• Proficiency with scikit-learn, PyTorch, TensorFlow
• Experience with statistical analysis and experimental design
• Knowledge of feature engineering and data preprocessing techniques
• Understanding of multimodal AI.

• Experience onAWS Bedrock/SageMaker
• Fine-tuning experience with LLMs, rerankers, or embedding models
• Self-hosting and deployment of open-source LLMs
• Experience with BERT, transformer architectures, or computer vision models (YOLO)
• MLOps experience with MLflow, Weights & Biases, or TensorBoard
• AWS Cloud platform certifications
• Fine-tuning tools: LoRA, QLoRA, PEFT
• Experience in building LLM BI solutions (natural language to SQL)

5. Nice to have requirements to the candidate

• Prior experience working on projects with a lot of PII data or working in Financial Services industry is a "Plus".
• Experience with

  multimodal AI systems

  combining text, image, and speech
• Familiarity with

  AI Ethics, Safety

  , and

  Responsible AI Frameworks

• Contributions to open-source AI projects or community involvement