Lead Machine Learning Engineer at Cohere Health

United States

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Not SpecifiedCompensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Healthcare, TechnologyIndustries

Requirements

At least 7+ years of experience in applied ML with a masters degree or 5+ years with a PhD, ideally in a senior or lead role in a large technology or healthcare company
Clear understanding of model building, model maintenance and the measures that optimize models for production use
Understand experimental design and can independently perform collection, measurement, and interpretation of results
Expert in Python with experience in deep learning frameworks (e.g., PyTorch)
Hands on experience building deep learning models (e.g., transformers) for NLP tasks
MS or PhD required

Responsibilities

Design, develop and deploy advanced machine learning algorithms for retrieval, classification and generative use cases
Develop reliable and scalable production machine learning systems
Write and maintain reusable codebases to perform data preprocessing, model training, evaluation, and deployment
Provide software and machine learning best practice guidance to junior engineers
Work cross-functionally with diverse stakeholders, including product managers, clinicians, and technical leadership to align ML solutions with Cohere’s core objectives

Skills

Key technologies and capabilities for this role

PythonPyTorchDeep LearningTransformersNLPMachine LearningModel DeploymentData PreprocessingModel TrainingModel Evaluation

Questions & Answers

Common questions about this position

What is the salary range for the Lead Machine Learning Engineer position?

The salary range is $170,000 to $190,000 annually, as part of a total benefits package which includes health insurance, 401k, and bonus.

Is this a remote position, and what's the travel requirement?

This is a fully remote opportunity with about 20% travel.

What skills and experience are required for this role?

Candidates need 7+ years of applied ML experience with a Master's degree or 5+ years with a PhD, expertise in Python and deep learning frameworks like PyTorch, hands-on experience with deep learning models such as transformers for NLP tasks, and a clear understanding of model building, maintenance, and experimental design.

What is the company culture like at Cohere Health?

Cohere Health values empathetic teammates who are candid, kind, and caring, embodying core values and principles. They emphasize diverse, inclusive teams in a supportive, growth-oriented environment.

What makes a strong candidate for this Lead Machine Learning Engineer role?

A strong candidate has senior or lead ML experience in a large tech or healthcare company, provides guidance to junior engineers, and works cross-functionally with stakeholders; bonus for experience in generative AI, RAG, unstructured healthcare data, OCR, or AWS SageMaker.

Cohere Health

Automates prior authorization in healthcare

About Cohere Health

Cohere Health improves the prior authorization process in healthcare, which requires providers to get approval from health plans before delivering certain services. Their platform, Cohere Unify, automates and streamlines these requests by integrating with electronic medical records and using technologies like optical character recognition and machine learning. This approach allows for faster decision-making and reduces delays in patient care. The goal is to make the prior authorization process more efficient, benefiting healthcare providers, health plans, and patients.

Boston, MassachusettsHeadquarters

2019Year Founded

$103.1MTotal Funding

LATE_VCCompany Stage

AI & Machine Learning, HealthcareIndustries

501-1,000Employees

Benefits

Health Insurance

401(k) Company Match

Performance Bonus

Remote Work Options

Risks

Increased competition from AI-driven startups like Abridge threatens market share.

Flat healthcare IT deal activity may impact future funding opportunities.

Dependency on Humana partnership poses risk if challenges arise in the relationship.

Differentiation

Cohere Health automates prior authorization, reducing delays and administrative burdens.

The Cohere Unify platform integrates with EMR and uses OCR for fax submissions.

Machine learning and AI enhance decision-making based on health plan policies.

Upsides

Humana expanded Cohere's platform use, showing trust and potential for more partnerships.

Cohere raised $50 million, indicating strong investor confidence and growth potential.

KLAS award recognition highlights effectiveness, attracting more healthcare providers.

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