IN-Senior Associate_ AI/ML Engineer __ Data & Analytics _ Advisory _Bangalore
Core
Design and deploy advanced AI/ML solutions, specifically Large Language Models (LLMs) and GenAI applications, to help clients drive business growth and innovation.
Role type
Senior IC GenAI/LLM Engineer
Builds
Production LLM applications, RAG systems, chatbots, and recommendation systems
Domain
Data & Analytics / Artificial Intelligence / Generative AI
Deliverable
production ML models
Required skills
Python, LLM frameworks (Hugging Face, LangChain), Prompt Engineering, Spark, Git, MLflow, Microservices, Terraform, Kubernetes, vLLM, FastAPI, MLOps, AWS/GCP/Azure, SQL, Feature Engineering, RAG, Vector Databases
Preferred skills
Go or Rust, Model Quantization, Knowledge Distillation, Agentic AI, A/B Testing, Statistical Hypothesis Testing
Technologies
Hugging Face Transformers, LangChain, Spark, Git, MLflow, Terraform, CloudFormation, GitHub Actions, Jenkins, Kubernetes, Helm, vLLM, FastAPI, TorchServe, TensorFlow, PyTorch, AWS, GCP, Azure, Apache Airflow, Apache Hadoop, Databricks
Responsibilities
Develop and implement data pipelines and integration solutions for large-scale data analytics; Build and optimize LLM-based applications including chatbots and recommendation systems; Manage LLM infrastructure including serving platforms, model quantization, and vector database management; Execute MLOps practices for automated model retraining, monitoring, and deployment; Design low-level architecture for microservices-based AI systems.
Seniority
Senior, hands-on IC