1 day ago
Bengaluru, IndiaSenior / Staff+
Responsibilities
- Design, develop, and implement AI/ML solutions from proof of concept and pilot through production deployment.
- Build and apply traditional machine learning, large language model, generative AI, retrieval-augmented generation, and agentic AI systems.
- Design, train, tune, and evaluate deep neural networks and end-to-end ML pipelines.
- Assess model performance, generalization, bias, robustness, fairness, explainability, and resilience to adversarial inputs.
- Partner with platform and engineering teams on deployment, monitoring, and AI lifecycle management.
- Collaborate with engineers, product managers, data scientists, and business stakeholders on scope, technical approaches, success metrics, and deployment requirements.
- Contribute to documentation, governance, compliance, and responsible AI practices in regulated environments.
Requirements
- Bachelor’s degree or higher in Computer Science, Data Science, Engineering, Mathematics, or a related technical field.
- 5–10 years of job-related experience.
- Proficiency in AI programming languages such as Python.
- Hands-on experience with PyTorch, TensorFlow, scikit-learn, AWS Bedrock, and Azure AI Foundry.
- Solid software engineering skills, including testing, code quality, modular design, and performance awareness.
- Experience building end-to-end ML pipelines covering data preparation, training, evaluation, and deployment integration.
- Experience designing, training, and tuning deep neural networks, with understanding of model architecture, training dynamics, and evaluation techniques.
- Exposure to autonomous or multi-agent systems, agent orchestration, and tool usage.
- Understanding of reliability, safety, and evaluation considerations for agent-based systems.
- Familiarity with deploying or supporting AI solutions on cloud platforms.
- Professional proficiency in English.
- A master’s degree or higher in Computer Science, Machine Learning, AI, or a related field is preferred.
- Exposure to regulated industries such as healthcare and familiarity with compliance and governance requirements are preferred.
Benefits
- Hybrid work arrangement.
- May include up to 20% domestic travel.
- Solventum offers programs supporting physical and financial well-being.
- Some healthcare or third-party facilities may require licenses, vaccinations, medical screenings, or other entry credentials.
Categories
About Solventum
At Solventum, we enable better, smarter, safer healthcare to improve lives. We never stop solving for you.