Machine Learning Engineer

1 week ago


Framingham, Massachusetts, United States Berg Health Full time
Job Title: Machine Learning Specialist

At Berg Health, we are seeking a highly skilled Machine Learning Specialist to join our team. The successful candidate will work in a collaborative environment with technical understanding and practical experience in prototyping, designing, and integrating machine learning technologies.

Key Responsibilities:
  • Advance and progress probabilistic graphical model learning algorithms
  • Formulate and interpret problems in mathematical or computational terms
  • Design, develop, use and evaluate machine learning models, methods, and algorithm applications to explore concepts and solve problems
  • Develop, maintain, and enhance complex and diverse software algorithms
  • Research machine learning products and tools for possible integration with existing internal algorithms
  • Create new tools and applications using a variety of software languages, frameworks, and libraries
  • Improve, support, and test a machine learning framework to support other team member's analysis work
  • Refine and enhance existing internal tools to better meet the company's mission
  • Code, test, and maintain internally developed machine learning tools
Qualifications:
  • A Ph.D. in Mathematics, Statistics, Physics, Computer Science, Engineering, or related discipline is required; or Master's Degree with 5+ years of experience
  • Demonstrated proficiency in programming languages such as R, Python, C/C++, Java, .NET on windows and UNIX systems as appropriate
  • Hands-on experience creating algorithms and tools for data processing and machine learning
  • Practical understanding in machine learning with a focus on optimization, including theoretical and numerical methods for analysis of current and future systems
  • Must have the aptitude and attitude to tackle unsolved technical challenges
  • Capability to distill complex problems into digestible structures/formats
  • Experience and knowledge related to visualizing and conveying results
  • Ability to communicate very technical subjects to a diverse audience with varying levels of technical expertise
  • Knowledge and experience with version control tools
  • Ability to demonstrate attention to detail and record-keeping
  • Excellent communication and interpersonal skills
  • Must be able to work in a team-oriented environment


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