Senior AI/ML Engineer

Location: Bengaluru East, Karnataka, India

Department: Engineering

Work Location: hybrid

Job Summary: 

Design, develop, and deploy AI/ML models and intelligent systems that enhance clinical decision-making, operational efficiency, and patient outcomes. Collaborate with cross-functional teams to integrate AI capabilities into scalable, secure, and compliant SaaS platforms.

Key Responsibilities:

1. Machine Learning & Deep Learning
   • Expertise in supervised, unsupervised, and reinforcement learning
   • Familiarity with CNNs, RNNs, transformers, and generative models
   • Proficiency in TensorFlow, PyTorch, Scikit-learn 
2. Programming & Software Engineering
   • Advanced skills in Python, R, SQL; optionally Java or Scala
   • Experience with CI/CD, Docker, Kubernetes, GitOps 
3. Data Engineering & Architecture
   • Building scalable data pipelines and real-time analytics
   • Experience with Spark, Hadoop, and cloud-native platforms (Azure, AWS, GCP) 
4. Healthcare Compliance & Interoperability
   • Knowledge of HIPAA, HL7, FHIR standards
   • Experience integrating AI into EHRs and clinical workflows 
5. AI Strategy & Responsible Use
   • Ethical AI design, bias mitigation, and explainability

   • Ability to align AI initiatives with business and clinical goals

      

Required Qualifications:

Education & Experience

• Bachelor’s or Master’s degree in Computer Science, Data Science, or related field. 
  • 6+ years of experience in AI/ML engineering, preferably within healthcare SaaS environments
  • Proven track record of deploying models in production and integrating with cloud-native platforms

Other Preferred Knowledge, Skills, Abilities or Certifications:

• Cloud & AI Certifications
  • Healthcare Standards & Compliance 
  • Ethical AI & Responsible Use 
  • Data Engineering & Real-Time Analytics
    
    

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.