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Architect / Sr. Software Engineer, Gen AI

Solventum pioneers healthcare innovations at the intersection of health, material and data science to improve patient lives and healthcare professional performance.
Machine Learning
Senior Software Engineer
Hybrid
10+ years of experience
Healthcare · AI

Job Description

Solventum, formerly 3M Healthcare, is seeking a Senior Software Engineer specializing in Generative AI to join their Gen-AI Solutions team. This role presents an exciting opportunity to shape the future of AI in healthcare, working at the intersection of health, material, and data science.

The position involves architecting and deploying cutting-edge Generative AI systems for strategic global customers. You'll be working with state-of-the-art technologies including LLMs, RAG, and various ML frameworks. The role requires expertise in implementing scalable, high-performance AI solutions using tools like LangChain, LlamaIndex, VectorStores, and MLFlow.

As a senior member of the team, you'll be responsible for optimizing model performance, implementing advanced prompt engineering techniques, and configuring complex data retrieval systems. You'll collaborate closely with scientists, product managers, and customer ML teams to drive innovation and delivery.

The ideal candidate brings 10+ years of software/ML engineering experience, deep Python expertise, and hands-on experience with modern AI technologies. You should be comfortable leading teams, mentoring others, and evangelizing AI capabilities through various channels.

This hybrid role is based in Bangalore, India, offering the opportunity to work with a global healthcare innovation leader. Solventum's mission focuses on enabling better, smarter, and safer healthcare to improve lives, making this an impactful position for someone passionate about applying AI to healthcare challenges.

The company offers a collaborative environment where you'll work with some of the brightest minds in healthcare, ensuring that technological innovations are implemented with both cutting-edge expertise and human-centered design principles.

Last updated 4 days ago

Responsibilities For Architect / Sr. Software Engineer, Gen AI

  • Architect and deploy Gen AI systems using LangChain, LlamaIndex, VectorStores, MLFlow
  • Optimize model performance and scalability with advanced prompt engineering and fine-tuning
  • Configure OpenSearch clusters and ingestion pipelines for knowledge retrieval
  • Collaborate with scientists, PMs, and customer ML teams
  • Evangelize Gen AI capabilities through conferences, showcases, and reusable solution patterns

Requirements For Architect / Sr. Software Engineer, Gen AI

Python
  • 10+ years in software/ML engineering with deep Python expertise
  • Hands-on experience with LLMs, RAG, OpenSearch, Vector DBs, and cloud platforms
  • Familiarity with KServe, Triton, DeepSpeed, and multimodal modeling is a plus
  • Proven ability to lead, mentor, and collaborate across teams

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