Machine Learning Manager

Company Overview

Cohere Health is illuminating healthcare for patients, their doctors, and all those who are important in a patient’s healthcare experience, both in and out of the doctors office. Founded in August, 2019, we are committed to eliminating wasteful friction patients and doctors experience in areas that have nothing to do with health and treatment, particularly for diagnoses that require expensive procedures or medications. To that end, we build software that is expressly designed to ensure the appropriate plan of care is understood and expeditiously approved, so that patients and doctors can focus on health, rather than payment or administrative hassles.

Opportunity Overview

At Cohere Health our Machine Learning Team is focused on using unstructured clinical documents to automate and augment the prior authorization process. We do this through a combination of traditional machine learning techniques and new approaches. The team is responsible for all parts of the machine learning process, from solution design and model building to deployment and model evaluation. 

Last but not least: People who succeed here are empathetic teammates who are candid, kind, caring, and embody our core values and principles. We believe that diverse, inclusive teams make the most impactful work. Cohere is deeply invested in ensuring that we have a supportive, growth-oriented environment that works for everyone.

What you will do:

• Provide mentorship, coaching and guidance to a team of 4-5 Machine Learning Engineers
• Lead by example: writing and reviewing modular code and guiding team members in best software engineering practices
• Build reliable and scalable production machine learning systems on AWS
• Establish goals, deliverables and timelines for Machine Learning Projects
• Break large ambiguous projects into smaller tractable deliverables
• Coordinate and build strong partnerships with Data Science, Product Management, Data Engineering, Application Engineering, DevOps, and Clinical teams to deliver innovative high quality Machine Learning Models
• Help grow the ML team by interviewing candidates
• Be a key contributor to the strategies and goals of the Machine Learning Team

Your background & requirements:

• Experience leading machine learning projects from inception to deployment
• Experience coaching and mentoring machine learning engineers
• 3+ years experience in applied ML in the industry with a degree or higher (MS/PhD) in computer science, machine learning, mathematics or similar field
• Clear understanding of model building, model maintenance and the measures that optimize models for product use
• Understand experimental design and can independently perform collection, measurement, and interpretation of results
• Expert in Python and pySpark
• Experienced in various regression and classification approaches
• Hands on experience building NLP models, using a variety of techniques
• Experience working with healthcare data, ElasticSearch, OCR  or graphs
• Experience with AWS and Docker

We can’t wait to learn more about you and meet you at Cohere Health!

Equal Opportunity Statement 

Cohere Health is an Equal Opportunity Employer. We are committed to fostering an environment of mutual respect where equal employment opportunities are available to all. To us, it’s personal.

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