| Position Type: | Full-time |
| Date Posted: | Feb 08, 2021 |
Job Description
Machine Learning Developer (Remote)
Our client is growing rapidly over the next 2 years and offers an opportunity to become an early-stage team member. You will help drive the organization and influence the product, information architecture and user experience. You will work on challenging high-impact problems in an agile fast-paced environment. They are looking for a Machine Learning engineer to help solve the challenging problem of translating fragmented health information into valuable health and medical insights for customers. As a Machine Learning Engineer, you will work within an integrated squad of Product Managers, Designers, and Developers to design, build and Implement Company solutions for the analysis and organization of a growing database of over a million health records, providing unprecedented opportunities to the Company’s driven health discovery.
Responsibilities:
Our client is growing rapidly over the next 2 years and offers an opportunity to become an early-stage team member. You will help drive the organization and influence the product, information architecture and user experience. You will work on challenging high-impact problems in an agile fast-paced environment. They are looking for a Machine Learning engineer to help solve the challenging problem of translating fragmented health information into valuable health and medical insights for customers. As a Machine Learning Engineer, you will work within an integrated squad of Product Managers, Designers, and Developers to design, build and Implement Company solutions for the analysis and organization of a growing database of over a million health records, providing unprecedented opportunities to the Company’s driven health discovery.
Responsibilities:
- A good team player who can work within an integrated team of product managers, designers, and developers
- Expert critical thinking and problem-solving skills with a keen eye to apply machine learning solutions to solve interesting customer problems
- Effectively translate requirements into feasible machine learning solutions
- Develop, drive, and executive the long-term vision and strategy for current understanding and machine learning platforms
- Ensure the development of consistent high quality data products
- Standardize data quality measurements by establishing metrics, building tools and processes
- Work with external vendors and aid build vs buy decisions
- Work closely with data privacy and data security teams the organization to help guide data privacy policies and comply with data protection regulations
- Research state-of-the-art methods in language modeling and related natural language, processing problems, data extraction, and other machine learning problems
- Prototype novel methods and productionize promising methods
- Build the Company’s machine learning pipeline
- BS, MS or PhD in Computer Science or related field
- 3+ years of professional or academic experience in machine learning
- 5+ ears of experience building clean, maintainable, and well-tested code
- You are adept at machine learning algorithms
- Proven ability to apply, debug, and develop machine learning models for real-world applications (especially NLP)
- Accomplished problem solver, able to think both creatively and methodically
- Able and eager to learn about the latest technologies and ML best practices
- Effective communicator who can translate complex technical concepts into simple ideas depending on the audience
- Nice to have: hands-on experience on large scale machine learning systems (full ML stack from modelling to deployment at scale.) Hands-on experience with big data technologies (e.g., Hadoop/Spark). Hands-on experience with medical data
