Job Description: MLOps Lead at Cohere Health

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Position Overview

• Location Type: Remote
• Employment Type: Full-time
• Salary: Not specified

Cohere Health is a fast-growing clinical intelligence company that’s improving lives at scale by promoting the best patient-specific care options, using cutting-edge AI combined with deep clinical expertise. In only four years our solutions have been adopted by health plans covering over 15 million lives, while our revenues and company size have quadrupled. That growth combined with capital raises totaling $106M positions us extremely well for continued success. Our awards include: 2023 and 2024 BuiltIn Best Place to Work; Top 5 LinkedIn™ Startup; TripleTree iAward; multiple KLAS Research Points of Light awards, along with recognition on Fierce Healthcare's Fierce 15 and CB Insights' Digital Health 150 lists.

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Opportunity Overview

Cohere is deeply invested in ensuring that we have a supportive, growth-oriented environment that works for everyone. 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.

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Responsibilities

Strategic Leadership

• Define and implement the overall MLOps strategy to support the deployment and scaling of ML models.
• Lead the architectural design of ML infrastructure, ensuring scalability, reliability, and efficiency.
• Collaborate with leadership to align ML initiatives with business objectives.

LLM Deployment and Management

• Oversee the deployment, scaling, and optimization of LLMs.
• Develop strategies to reduce latency and manage costs effectively.
• Stay updated on the latest advancements in LLMs and integrate relevant technologies.

Core Technology Enhancement

• Lead the development and improvement of core technology components and system architecture.
• Work with engineering teams to ensure seamless integration of ML solutions into products and services.
• Evaluate and implement new tools and technologies to enhance the ML infrastructure.

Automation and Efficiency

• Architect and build automated ML pipelines, including data preprocessing, model training, and deployment.
• Implement robust CI/CD pipelines for ML models to facilitate continuous integration and delivery.
• Optimize workflows to increase efficiency and reduce time-to-market for ML solutions.

Monitoring and Optimization

• Establish monitoring systems to track model performance, data drift, and system health.
• Proactively identify and resolve issues to maintain high availability and reliability of ML services.
• Perform regular performance analysis and optimization.

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Requirements

• (No specific requirements listed in the provided text)

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Application Instructions

• (No specific application instructions listed in the provided text)

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Company Information

Cohere Health is a fast-growing clinical intelligence company focused on improving patient care through AI and clinical expertise. The company has achieved significant growth and funding, with solutions adopted by health plans covering over 15 million lives. Cohere Health has received numerous accolades, including being recognized as a Best Place to Work and appearing on prestigious industry lists.