Job Information
Fortive Corporation Lead Data Engineer in Bengaluru East, India
Job Summary:
The Data Engineer designs, builds, and maintains scalable data pipelines and infrastructure to support AI-driven healthcare SaaS applications. This role ensures data integrity, security, and compliance while enabling advanced analytics and machine learning capabilities. The Data Engineer collaborates with cross-functional teams to deliver reliable data solutions that improve clinical and operational outcomes.
Key Responsibilities:
- Data Pipeline Development & ETL/ELT
Expertise in building robust ETL/ELT pipelines using tools like Apache Airflow, Talend, or Informatica
Ability to transform raw healthcare data into structured formats for analytics and AI models
- Cloud Platform & Big Data Technologies
Proficiency in AWS, Azure, or GCP for cloud-native development
Experience with big data frameworks such as Spark, Hadoop, Hive
- Healthcare Data Standards & Compliance
Familiarity with HIPAA, HL7, and FHIR standards
Ability to ensure secure and compliant data handling across systems
- AI & Machine Learning Integration
Support for AI/ML model deployment and data preparation
Understanding of model monitoring, feature engineering, and real-time data streaming
- Technical Leadership
Lead team to deliver planned commitments on time
Learn, understand and leverage cutting edge technologies to gain competitive advantage
Creatively brainstorm and innovate on prototypes as well as future products and features to drive the business forward
Proactively research industry trends and best practices to apply them as necessary
Deliver high-quality and on-schedule work according to Agile software development methodology
Participate in Agile activities including daily stand ups, estimations, and backlog grooming and reviews
Provide internal development support which includes delivering fast and high-quality fixes to urgent production issues
- Database Management & Optimization
Strong SQL skills for complex queries, joins, and performance tuning
Experience with relational and NoSQL databases (e.g., PostgreSQL, MongoDB)
Required Qualifications:
Education & Experience
• Bachelor’s or Master’s degree in Computer Science, Data Science, or related field
• 10-14 years of experience in data engineering, preferably in healthcare or SaaS
• Experience with cloud platforms, data pipeline tools, and healthcare data standards
• Exposure to AI/ML workflows and real-time analytics is a plus
Other Preferred Knowledge, Skills, Abilities or Certifications:
Cloud Certifications: AWS Data Analytics, Azure Data Engineer, Google Cloud Data Engineer
Streaming & Real-Time Data: Apache Kafka, Spark Streaming, Flink
DataOps & Automation: Airflow, dbt, CI/CD for data workflows
Security & Compliance: HIPAA, GDPR, CCPA, data encryption
Advanced Databases: PostgreSQL, MongoDB, Cassandra, DynamoDB
AI/ML Support: Feature engineering, model monitoring, ML pipeline integration
Fortive Corporation Overview
Fortive's essential technology makes the world safer and more productive. We accelerate transformation in high-impact fields like workplace safety, build environments, and healthcare.
We are a global industrial technology innovator with a startup spirit. Our forward-looking companies lead the way in healthcare sterilization, industrial safety, predictive maintenance, and other mission-critical solutions. We're a force for progress, working alongside our customers and partners to solve challenges on a global scale, from workplace safety in the most demanding conditions to advanced technologies that help providers focus on exceptional patient care.
We are a diverse team 10,000 strong, united by a dynamic, inclusive culture and energized by limitless learning and growth. We use the proven Fortive Business System (FBS) to accelerate our positive impact.
At Fortive, we believe in you. We believe in your potential—your ability to learn, grow, and make a difference.
At Fortive, we believe in us. We believe in the power of people working together to solve problems no one could solve alone.
At Fortive, we believe in growth. We're honest about what's working and what isn't, and we never stop improving and innovating.
Fortive: For you, for us, for growth.
About Provation
Provation is a leading provider of healthcare software and SaaS solutions for clinical productivity, care coordination, quality reporting, and billing. Our purpose is to empower providers to deliver quality healthcare for all. Provation’s comprehensive portfolio spans the entire patient encounter, from pre-procedure through post-procedure, with solutions for physician and nursing documentation (Provation® MD, Provation® Apex, MD-Reports, Provation® endoPRO®, and Provation® MultiCaregiver), anesthesia documentation (#1 Best in KLAS Provation® iPro), patient engagement, surgical care coordination, quality reporting, and billing capture (Provation® SurgicalValet™), order set and care plan management (Provation® Order Set Advisor™ and Provation® Care Plans), and EHR embedded clinical documentation (Provation® Clinic Note). Provation has a loyal customer base, serving more than 5,000 hospitals, surgery centers, and medical offices, and 700 physician groups globally, including 19 of the top 20 U.S. hospitals. In 2021, Provation was acquired by Fortive Corporation, a Fortune 1000 company that builds essential technology and accelerates transformation in high-impact fields like workplace safety, engineering, and healthcare. For more information about our solutions, visit provationmedical.com and follow us on Twitter, Facebook, and LinkedIn. Our purpose at Provation is to empower providers to deliver quality healthcare for all. To deliver on this commitment, we’re guided by our core values – Provation has a culture of CARES:Community - We have a shared sense of improving healthcare, enriching the broader world we live in and serve. Accountability - We own it and get it done with integrity. Respect - We build diverse teams that collaborate and communicate with positive intent and trust. Excellence - We welcome new ideas as we innovate quality solutions. Service - We are passionate about putting customers first.
We Are an Equal Opportunity Employer. Fortive Corporation and all Fortive Companies are proud to be equal opportunity employers. We value and encourage diversity and solicit applications from all qualified applicants without regard to race, color, national origin, religion, sex, age, marital status, disability, veteran status, sexual orientation, gender identity or expression, or other characteristics protected by law. Fortive and all Fortive Companies are also committed to providing reasonable accommodations for applicants with disabilities. Individuals who need a reasonable accommodation because of a disability for any part of the employment application process, please contact us at applyassistance@fortive.com.
Bonus or Equity
This position is also eligible for bonus as part of the total compensation package.
This position is also eligible for bonus as part of the total compensation package.
We are an Equal Opportunity Employer
Fortive Corporation and all Fortive Companies are proud to be equal opportunity employers. We value and encourage diversity and solicit applications from all qualified applicants without regard to race, color, national origin, religion, sex, age, marital status, disability, veteran status, sexual orientation, gender identity or expression, or other characteristics protected by law. Fortive and all Fortive Companies are also committed to providing reasonable accommodations for applicants with disabilities. Individuals who need a reasonable accommodation because of a disability for any part of the employment application process, please contact us at applyassistance@fortive.com.