Sr. Data Engineer

Solventum-; Bengaluru; Hybrid; INR 1,800,000 - 3,000,000; Full time

Job summary

Solventum seeks a Senior Data Engineer to design and maintain robust ETL/ELT pipelines across large datasets. You will develop vector-based data workflows for AI use cases and build scalable batch and streaming pipelines on cloud platforms like Snowflake and Databricks.

You will work with product, analytics, and AI/ML teams to ensure data quality, lineage, and reusable data models, supporting enterprise-scale initiatives and regulatory requirements.

Qualifications

• 6–8 years of related experience in data engineering.
• Strong SQL and NoSQL database experience.
• Experience building large-scale data pipelines in cloud environments (Azure or AWS).
• Hands-on with Databricks or Snowflake and Spark-based processing.
• Familiarity with feature stores, vector data systems, and data quality tooling.
• Proficiency in Python, Pandas/Polars, and ETL orchestration tools.

Responsibilities

• Design, build, and maintain ETL/ELT pipelines over large datasets.
• Develop vector-based pipelines for AI/GenAI use cases.
• Create scalable batch and streaming data workflows on cloud platforms.
• Model and transform data into analytics-ready datasets.
• Implement data quality checks, lineage, and monitoring.
• Collaborate with product, analytics, AI/ML teams and stakeholders.

Skills

SQL experience

NoSQL Databases

Cloud platforms

Databricks

Snowflake

Spark

Python

Pandas

Polars

Data quality & lineage

ETL/ELT pipelines

Vector stores / model-adjacent data

Data privacy & compliance

English communication

Education

Bachelor’s degree or higher in CS/Math/Engineering

High School Diploma/GED (alternative path)

Tools

Databricks

Snowflake

Spark

Azure Data Factory

AWS Glue

Databricks Workflows

Python libraries (Pandas, Polars)

Parquet/CSV/JSON/XML

Vector databases

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:Senior Data Engineer (Solventum)3M Health Care is now SolventumAt 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 RoleAs a Senior Data 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, build, and maintain robust ETL/ELT pipelines supporting large, complex datasets with evolving schemasSupport embedding generation and vector-based data pipelines for AI and GenAI use cases Develop scalable batch and streaming data pipelines using cloud-based data platforms (e.g., Snowflake or Databricks)Create and evolve semantic data models that transform raw data into analytics-ready, trustworthy datasetsBuild data preprocessing, validation, and quality-assurance tooling to ensure reliability and correctnessDesign pipelines that support both offline model training and low-latency inference workloadsDrive the design of modern data architectures that balance scalability, performance, and maintainabilityImplement data quality checks, lineage, and monitoring for enterprise-scale datasetsWork closely with product, analytics, AI/ML, IT, and business teams to understand data needs and enable data-driven initiativesInterface with stakeholders across manufacturing, quality, post-market surveillance, commercial, and clinical domainsProvide technical leadership and mentorship to other data engineers, promoting best practices and continuous improvementYour Skills and ExpertiseTo 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, Mathematics, engineering or a related technical field AND 6-8 years of job related experience OR High School Diploma/GED from AND 10 years of the same job-related experienceIn addition to the above requirements, the following are also required:Strong experience with SQL, relational and NoSQL databasesHands-on experience building and maintaining large-scale data pipelines in cloud environments (Azure or AWS)Experience with Databricks or Snowflake and distributed data processing frameworks (e.g., Spark)Familiarity with feature stores, vector databases, or model-adjacent data systemsExperience managing data quality, validation, and lineage for large, complex datasetsProficiency in Python and experience with data-frame libraries (e.g., Pandas, Polars)Experience with ETL/workflow orchestration tools (e.g., Databricks Workflows, Azure Data Factory, AWS Glue)Familiarity with common data formats (CSV, JSON, XML, Parquet, etc.)Strong communication skills with the ability to explain technical concepts to non-technical stakeholdersProfessional proficiency in English, with regular collaboration across global teamAdditional qualifications that could help you succeed even further in this role include:Experience in healthcare, medical device, life sciences, or manufacturing environmentsFamiliarity with Business Intelligence tools and analytics platformsExperience supporting AI/ML use cases through high-quality, well-modeled dataKnowledge of data privacy, security, and compliance best practicesAdditional RequirementsIn 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:· HybridDomestic Travel: May include up to [20%]Supporting Your Well-beingSolventum 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.Diversity & Inclusion(*) We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, gender, sexual orientation, age, civil status, disability, family status, or membership of the travelling community.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 StatementCarefully 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 theterms.