Machine Learning Researcher, CodaMetrix
Autonomous medical coding platform
Open for applications
Autonomous medical coding platform
101-200 employees
Open for applications
101-200 employees
Company mission
To reduce the burden in healthcare administration.
Role
Who you are
- PhD in Computer Science, Electrical Engineering, Mathematics, or related fields
- Familiarity with state-of-the-art NLP techniques including large language models
- Strong technical credentials in NLP, machine learning and deep learning including a track record of publications in relevant conferences and high impact journals
- Solid fundamentals in problem solving, algorithm design, complexity analysis, mathematics and statistics
- Proficiency in a major programming language (Python, Java, Scala or similar)
- Superior verbal and written communication and presentation skills
Desirable
- Familiarity and hands-on experience with healthcare data is a plus
- Hands-on experience with cloud-based computing solutions such as AWS is a plus
What the job involves
- The Machine Learning Researcher will join our Fundamental Research team and report to our Chief Data Scientist. The Fundamental Research team is responsible for inventing, developing, and deploying AI-driven solutions using healthcare data to improve administrative and clinical functions in delivering care
- Design and implement creative solutions for a broad range of NLP problems in the healthcare domain
- Train and tune large language models for best trade-offs for the application
- Characterize performance of solutions for adequate speed and scale
- Incorporate an expansive set of unit tests to provide reasonable test coverage and protection from regression
- Collaborate with engineering and production teams for incorporating NLP capabilities into the product
- Document solutions clearly and work with the QA team to ensure proper testing
- Function within an agile scrum team, embracing all tenets of scrum
Application process
- All candidates will be required to complete a background check upon acceptance of a job offer
Our take
One of the key issues the healthcare sector faces is updating digital systems to streamline workflows. A particular workflow is that of medical coding, which is used to translate patient information into a universal language that can be understood by insurance companies and other medical professionals.
CodaMetrix is a platform delivering AI solutions to iron out bumps in medical coding. It automates the translation of clinical data into precise medical codes, significantly reducing manual workload for healthcare providers. Since founding in 2019, the company has grown a loyal customer base including healthcare giants like Mass General Brigham and Mount Sinai Health System.
The use of AI in the medical coding space is understandably growing, and likely to become a saturated space in the future. CodaMetrix, however, looks to already be making a mark in the sector and has secured promising funding to further advance its solutions.
Steph
Company Specialist at Welcome to the Jungle
Insights
Company
Funding (2 rounds)
Mar 2024
$40m
SERIES B
Feb 2023
$55m
SERIES A
Total funding: $95m
Company benefits
- Health Insurance - We cover 80% of the cost of medical and dental insurance and offer vision insurance
- Retirement - CodaMetrix offers a 401(k) plan that eligible employees can contribute to one month after their first day
- Life Insurance - We offer employer-paid life insurance and short-term and long-term disability insurance
- Flexibility - We have an unlimited PTO policy, so you can take the time to relax and rejuvenate
- Learning - All new hires complete our 7-week Fellowship program to learn about each of our departments
- Development - We provide annual performance evaluations and outline a clear path for promotions
- Engagement - We host recurring events like Meditation Mondays, CMX Connections and New Hire Trivia
- Recognition - We recognise quarterly “You’ve Been Awesome” award winners and celebrate our team’s service milestones
- Equity - We’ve established a performance-based equity incentive plan for eligible members of the team
Company values
- Transparency - We build tools and reporting systems to enable employees to perform their functions with full visibility and accountability
- Single-threaded ownership - We foster alignment, accountability, and productivity with focused teams that have individual leaders and clear areas of responsibility
- Agility - It is each of our responsibility to report vital information in real time so that stakeholders can make key decisions quickly, and if needed, fail early
- Deliberate collaboration - We promote a culture that values the combined talents of the many versus the talent of one, or even a select few
- Radical honesty - All corners of our organisation benefit from candid, thoughtful, and truthful feedback that is given with compassion and respect
Company HQ
Back Bay East, Boston, MA
Articles
Leadership
Hamid Tabatabaie
(President & CEO)Has previously worked as CEO for System Concepts Associates, Amicas and lifeIMAGE.
Salary benchmarks
We don't have enough data yet to provide salary benchmarks for this role.
Submit your salary to help other candidates with crowdsourced salary estimates.
Share this job
View 1 more job at CodaMetrix