08 Aug
|
Carelon Global Solutions
|
India
08 Aug
Carelon Global Solutions
India
Carelon Global Solutions India is seeking a Sr Software engineer to join our team.
QUALIFICATION :
Bachelors or Masters degree in Computer Science / IT / AI / Data Science or related field.
JOB RESPONSIBILITY
Build and deploy scalable LLM, RAG, and agent-based systems
Architect LLM inference and deployment pipelines
Optimize models for productive and cost-effective production
Collaborate with data science, research, and product teams
Ensure clean code, testing, reproducibility, and CI/CD
Mentor junior engineers and drive engineering best practices
Ensure ethical, secure, and responsible AI development
Required Skills
Advanced Python with solid fundamentals in NumPy, Pandas, scikit-learn
Deep learning expertise in PyTorch / TensorFlow
Hands-on with LLM frameworks: Hugging Face Transformers, LangChain (prompting & fine-tuning)
Strong experience with Agentic AI frameworks: AutoGen, CrewAI, LangGraph
Expertise in RAG pipelines, semantic search, vector databases
Solid software engineering practices: microservices, TDD, concurrency
Ability to rapidly prototype and productionize GenAI solutions
Good-to-Have Skills
Model optimization: Quantization (GPTQ, AWQ), pruning, distillation
Multimodal AI (text, vision, audio): CLIP, BLIP, Whisper, LLaVA
LLM serving using FastAPI and vector DBs (FAISS, Pinecone, Chroma)
CI/CD pipelines, Airflow, Docker, Kubernetes / Helm
Cloud AI deployments on AWS / Azure / GCP (e.g., SageMaker)
MLOps & tracking: Git, MLflow
Data pipelines & ELT/ETL using Snowflake.
📌 Sr Software Engineer Ai/ Ml Gurugram (India)
🏢 Carelon Global Solutions
📍 India