C
Posted a day ago
Senior Software Engineer III
Carelon Global Solutions
Requirements
BA/BS in IT, Computer Science or related field, 5+ years in data or software engineering, Advanced Python (NumPy, Pandas, scikit-learn), Deep learning expertise in PyTorch or TensorFlow, Hands-on with Hugging Face and LangChain, Experience with Agentic AI (AutoGen, CrewAI, LangGraph), Expertise in RAG pipelines and vector databases, Strong Snowflake skills
Skills
GenAIPythonPyTorchLLMRAGSnowflakeAWS
About the role
Responsibilities
- Build and deploy scalable LLM, RAG, and agent-based systems
- Architect LLM inference and deployment pipelines
- Optimize models for efficient 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
Requirements
- BA/BS in Information Technology, Computer Science, or a related field
- 5+ years of experience in data or software engineering roles
- Advanced Python proficiency with NumPy, Pandas, and scikit-learn
- Deep learning expertise using PyTorch or TensorFlow
- Hands-on experience with Hugging Face Transformers and LangChain
- Strong experience with Agentic AI frameworks such as AutoGen, CrewAI, or LangGraph
- Expertise in RAG pipelines, semantic search, and vector databases
- Strong software engineering practices including microservices and TDD
- Hands-on experience with Snowflake (data modeling, performance tuning, and SQL optimization)
Preferred Qualifications
- Experience with model optimization techniques like quantization, pruning, or distillation
- Knowledge of Multimodal AI (text, vision, audio) using CLIP, BLIP, or Whisper
- Experience with LLM serving using FastAPI and vector DBs like FAISS, Pinecone, or Chroma
- Proficiency with CI/CD pipelines, Airflow, Docker, and Kubernetes
- Experience with Cloud AI deployments on AWS, Azure, or GCP (e.g., SageMaker)
- Familiarity with MLOps and tracking tools like MLflow
About the Company
Carelon Global Solutions is a healthcare solutions company dedicated to simplifying complex operational processes to improve the health of the healthcare system. As a subsidiary of Elevance Health, we bring together a global team of innovators to enable scalable, next-generation platforms and specialized digital tools that make healthcare operations more practical, effective, and efficient.
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Carelon Global Solutions · Bengaluru
