AI/ML Engineer

Solventum; Bengaluru; Hybrid; INR 900,000 - 1,400,000; Full time

Benefits offered by this job

Hybrid work model

Up to 20% domestic travel

Job summary

Solventum is hiring an AI/ML Engineer to design, develop, and deploy innovative AI/ML solutions at scale. You will work with cross-functional teams to translate business problems into robust models, including LLMs and agentic AI, while emphasizing safety, fairness, and maintainability.

The role requires 5–10 years of experience, strong Python and ML-library skills, and experience with cloud platforms in a hybrid work setting.

Qualifications

• 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 Python and ML libraries
• Hands-on experience with PyTorch, TensorFlow, Scikit-learn, AWS Bedrock, Azure AI Foundry
• Experience building end-to-end ML pipelines and deploying AI solutions

Responsibilities

• Design, develop, and implement AI/ML solutions from concept to production
• Build traditional ML models and modern AI techniques (LLMs, RAG, agentic AI)
• Collaborate with product managers, data scientists, and engineers to refine scope and deployment
• Ensure reliability, safety, fairness, and explainability of AI systems
• Support deployment, monitoring, and lifecycle management of AI products

Skills

Python

ML frameworks

End-to-end ML pipelines

Model evaluation

Agentic AI systems

Education

Bachelor's or higher in CS/DS/Engineering/Math

Tools

PyTorch

TensorFlow

scikit-learn

AWS Bedrock

Azure AI Foundry

Job description

At Solventum, we improve lives by helping healthcare professionals do their best work. Join a team using innovation and insight to make a real impact on the future of healthcare. All roles listed are with Solventum, and we’re committed to protecting your personal information—learn more in our Privacy Policy: https://www.solventum.com/en-us/home/legal/website-privacy-statement/applicant-privacy/**Job Description:****AI/ ML Engineer (Solventum)****3M Health Care is now Solventum****At Solventum, we enable better, smarter, safer healthcare to improve lives. As a new company with a long legacy of creating breakthrough solutions for our customers’ toughest challenges, we pioneer game-changing innovations at the intersection of health, material and data science that change patients' lives for the better while enabling healthcare professionals to perform at their best. Because people, and their wellbeing, are at the heart of every scientific advancement we pursue.****We partner closely with the brightest minds in healthcare to ensure that every solution we create melds the latest technology with compassion and empathy. Because at Solventum, we never stop solving for you.****The Impact You’ll Make in this Role**As an **AI/ML Engineer,** you will have the opportunity to tap into your curiosity and collaborate with some of the most innovative and diverse people around the world. Here, you will make an impact by:* Design, develop, and implement AI/ML solutions to solve business problems, contributing to projects from proof of concept and pilot through production deployment.* Build and apply both traditional machine learning models and modern AI techniques, including large language models (LLMs), generative AI, retrieval-augmented generation (RAG), and agentic AI systems.* Collaborate with senior engineers, product managers, data scientists, and business stakeholders to refine project scope, technical approach, success metrics, and deployment requirements.* Contribute to building scalable and maintainable AI systems with a focus on accuracy, robustness, fairness, and explainability, adhering to responsible AI principles.* Apply model evaluation frameworks to assess performance, generalization, bias, and resilience to edge cases or adversarial inputs.* Support the transition of AI prototypes into production-ready systems by partnering with platform and engineering teams on deployment, monitoring, and lifecycle management.* Contribute to documentation, governance, and compliance processes to meet enterprise and regulatory standards, especially in healthcare and other regulated environments.**Your Skills and Expertise**To set you up for success in this role from day one, Solventum requires (at a minimum) the following qualifications:* Bachelor’s Degree or higher in Computer Science, Data Science, Engineering, Mathematics, or a related technical field AND 5-10 years of job-related experience.In addition to the above requirements, the following are also required:* Proficiency in AI programming languages (e.g., Python)* Hands-on experience with ML libraries and frameworks such as PyTorch, TensorFlow, scikit-learn, AWS Bedrock, and Azure AI Foundry* Solid software engineering skills (testing, code quality, modular design, performance awareness)* Experience building end-to-end ML pipelines (data preparation, training, evaluation, deployment integration)* Experience designing, training, and tuning deep neural networks* Understanding of model architecture, training dynamics, and evaluation techniques* Exposure to autonomous and/or multi-agent systems, including basic 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 requiredAdditional qualifications that could help you succeed even further in this role include:* Master’s degree or higher in Computer Science, Machine Learning, AI, or related field.* Exposure to regulated industries such as healthcare, with understanding compliance and governance requirements.* Enthusiasm for solving complex AI problems and a strong desire for continuous learning and innovation.**Additional Requirements**In this role, you may be required to enter healthcare or other third-party facilities. Those facilities may, in turn, require you to possess certain licenses, vaccinations, and/or other credentials or qualifications (collectively “prerequisites to entry”) for regulatory, safety, or other business reasons. All information will be kept in accordance with applicable law and Solventum policies. In order to respond to the prerequisites to entry, Solventum may share your information with the providers of medical screens, vaccinations, or verifications as well as the healthcare or other third-party facilities requiring the prerequisites to entry.**Work location:**· **Hybrid****Domestic Travel: May include up to** **[20%]****Supporting Your Well-being**Solventum offers many programs to help you live your best life – both physically and financially. To ensure competitive pay and benefits, Solventum regularly benchmarks with other companies that are comparable in size and scope. Solventum is committed to maintaining the highest standards of integrity and professionalism in our recruitment process. Applicants must remain alert to fraudulent job postings and recruitment schemes that falsely claim to represent Solventum and seek to exploit job seekers.Please note that all email communications from Solventum regarding job opportunities with the company will be from an email with a domain of **@solventum.com**. Be wary of unsolicited emails or messages regarding Solventum job opportunities from emails with other email domains.**Please note: your application may not be considered if you do not provide your education and work history, either by: 1) uploading a resume, or 2) entering the information into the application fields directly.****Solventum Global Terms of Use and Privacy Statement**Carefully read these Terms of Use before using this website. Your access to and use of this website and application for a job at Solventum are conditioned on your acceptance and compliance with these terms.Please access the linked document by clicking here. Before submitting your application you will be asked to confirm your agreement with the terms.