Machine Learning Engineer
1 week ago
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
- 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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