Sr Data Scientist 1 Job

Company Name: Boston Scientific

Location: Maple Grove, MN, US - 55311

Job Duration: 2021-04-08 to 2021-05-08

Overview

 

 

Purpose and Passion • Comprehensive Benefits • Life-Work Integration • Community • Career Growth

At Boston Scientific, you will find a collaborative culture driven by a passion for innovation that keeps us connected on the most essential level. With determination, imagination and a deep caring for human life, we’re solving some of the most important healthcare industry challenges. Together, we’re one global team committed to making a difference in people’s lives around the world. This is a place where you can find a career with meaningful purpose—improving lives through your life’s work.

 

About the Role:

 

Boston Scientific is seeking a highly motivated and experienced machine learning engineer or data scientist with expertise in machine learning model building and testing. You will work cross-functionally with product development and manufacturing experts to provide useful and timely insights by developing machine learning models using deep learning, non-parametric, and parametric modeling techniques

 

You will be responsible for developing, validating, deploying, and monitoring machine learning models used to make real-time predictions. The candidate must have a desire to utilize their skills to solve technical/complex problems in a hands-on manner, working in a fast-paced environment, and across multiple functions in a global company.  

 

Your Responsibilities Include:

  • Develop deep learning models to provide real-time predictions
  • Devise testing, maintenance, and monitoring strategies for machine learning models deployed in production
  • Develop, maintain, document, and test internal software repositories to support scalable model development across several datasets, analytics platforms, and model types
  • Assesses manufacturing processes for automation and analytics opportunities
  • Interact with a variety of databases and data types, including image and non-image data
  • Prepare and present technical data and recommendations at technical reviews
  • Train and/or provide work direction to technicians, engineers, and manufacturing personnel when required as part of data generation, collection, and algorithm development efforts
  • Serve as a core team lead or extended team member on new development projects
  • Opportunities to supervise and/or mentor engineers with the team

 

What We’re Looking For:

Minimum Qualifications

  • BS degree with 2 – 4 years of experience building and deploying machine learning models within a technical field OR MS or PhD with 0 – 2 Years experience within a technical field.
  • 2+ years of experience with Python
  • 2+ years of experience with deep learning model building, testing, and deployment in a Python deep learning framework (TensorFlow, PyTorch, or similar).
  • Demonstrated cross functional teamwork in technically demanding environment.

 

Preferred Qualifications

  • BS, MS, or PhD in Computer Science, Statistics, Data Science, or related field.
  • Highly motivated individual that can independently drive deliverables to completion through collaboration among team members and internal support staff.
  • Practical experience in developing and interpreting non-deep learning parametric and non-parametric models.
  • Experience using ensemble modeling techniques to combine deep learning and other model types.
  • Experience working in an agile software development environment.
  • Demonstrated use of source control tools (Git or equivalent).
  • Experience with big data processing techniques (spark or similar)
  • Experience deploying applications on cloud computing platforms (preferably AWS)
  • Experience with container creation and management
  • Experience with API service creation and interaction (REST or similar)
  • Experience with python package development
  • Demonstrated use of C++ or Java

 

About us

As a global medical technology leader for more than 35 years, our mission at Boston Scientific (NYSE: BSX) is to transform lives through innovative medical solutions that improve the health of patients. If you’re looking to truly make a difference to people both around the world and around the corner, there’s no better place to make it happen.

 

Boston Scientific is an Equal Opportunity Employer – Race, Color, Religion, Sex, Sexual Orientation, Gender Identity, National Origin, Disability, Veteran

 

Requisition ID: 477865