General Electric Senior Data Scientist in Bengaluru, India
Job Description Summary
As a Senior Data Scientist, you will be responsible for moving product quality and reliability of GE Healthcare imaging systems into the age of machine intelligence. You will work across Engineering, Services Operations, and Digital Service Technology teams. You will contribute to the development and deployment of modern machine learning, optimization, operational research, and statistical methods on machine data and device service history datasets.
GE Healthcare is a leading global medical technology and digital solutions innovator. Our mission is to improve lives in the moments that matter. Unlock your ambition, turn ideas into world-changing realities, and join an organization where every voice makes a difference, and every difference builds a healthier world.
Roles & Responsibilities
In this role, you will:
Be responsible for providing technical leadership and defining, developing, and evolving data and advanced analytics products in a fast paced and agile development environment
Work with Project/Product Managers and stakeholders to understand product requirements and execute to the project vision
Identify opportunities for design improvements by performing retrospective analysis of historical machine log data vs service dispatches, apply statistical and machine learning techniques to provide insights on data patterns, asset usage, and design characteristics to funnel product quality improvements.
Translate machine intelligence requirements and project vision into prioritized list of user stories, developing and delivering intelligence products to required timelines and quality standards
Provide leadership in data creation, formatting, gathering, and standardization to enable efficient and effective machine learning
Communicate effectively with a wide range of business, engineering, and scientific teams
Support product and technology reuse and scalability
Drive world-class quality in the development and support of products
Engage subject matter experts in successful transfer of complex domain knowledge
Develop code that meets standards and delivers desired functionality using the technology selected for the project
Degree or experience in STEM (Science, Technology, Engineering and Math) fields such as computer science, operations research, econometrics, data science
BS degree with minimum of 5 years, Master’s degree with 3 years, PhD with 1 year relevant professional experience, or significant professional experience
Must be willing to travel as needed to support team
Must be willing to work at an office in Bangalore, India
Demonstrated expertise in modeling, and in the development and application of descriptive, predictive, and prescriptive analytics
Experience working on software projects in the healthcare domain
Experience with big data technologies
Experience utilizing statistical/machine learning tools (Python, R, etc.)
Experience with Natural Language Processing and Deep Learning algorithms.
Experience with Unstructured data.
Proficient in implementing Algorithms and statistical models
Experience working in AWS platform
Experience with extracting data from large databases (SQL, Hue, Postgres, Hive QL, Lucene, etc.)
Demonstrated skill in data cleaning, data quality assessment, and using analytics for data assessment
Experience in the full data science lifecycle, from business understanding to model operationalization
Inclusion and Diversity
GE Healthcare is an Equal Opportunity Employer where inclusion matters. Employment decisions are made without regard to race, color, religion, national or ethnic origin, sex, sexual orientation, gender identity or expression, age, disability, protected veteran status or other characteristics protected by law.
We expect all employees to live and breathe our behaviors: to act with humility and build trust; lead with transparency; deliver with focus, and drive ownership – always with unyielding integrity.
Our total rewards are designed to unlock your ambition by giving you the boost and flexibility you need to turn your ideas into world-changing realities. Our salary and benefits are everything you’d expect from an organization with global strength and scale, and you’ll be surrounded by career opportunities in a culture that fosters care, collaboration and support.
Relocation Assistance Provided: Yes