The Work Index by Flexa

Comet

Comet ML is a machine learning platform that helps data science teams build better models faster.

7.0

/10

Transparency ranking

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Description

Comet ML is a company focused on empowering data science teams and practitioners to build better machine learning models faster. They offer a platform that integrates with existing infrastructure and tools, enabling users to manage, visualize, and optimize models throughout their lifecycle. From training runs to production monitoring, Comet provides a comprehensive solution for experiment tracking, model management, and production monitoring.

Comet's platform is designed to be highly customizable and extensible, allowing users to leverage their preferred libraries, frameworks, and deployment strategies. They cater to a wide range of organizations, from startups to large enterprises, and offer flexible pricing plans, including a free tier for academics. Comet is committed to fostering a collaborative environment and has a global, remote-first workforce. They are recognized as a leader in the MLOps space and are trusted by innovative companies like Shipt, Etsy, Netflix, and Uber.

Flexibility

Comet is a remote-first company with employees located in over 14 countries. They offer a hybrid work model, allowing employees to work remotely or from their offices in NYC and TLV. They also host virtual and in-person social events, company off-sites, and other activities to foster a strong company culture despite the remote work environment.

Hybrid
Remote

Benefits

Comet offers a comprehensive benefits package to its employees, including competitive salary and equity packages, comprehensive healthcare, dental, and vision insurance (where applicable), a 401K account, generous vacation and parental leave, tax-free dependent care and commuter benefits, a GrubHub membership with a monthly stipend, social events, company off-sites, and fun activities, and a ClassPass membership.

Enhanced parental leave
WFA scheme

Mission

Comet ML's mission is to empower data scientists and machine learning teams to build better models faster by providing tools and a platform that accelerates the entire machine learning lifecycle, from experiment management and tracking to model monitoring and deployment. They believe in a collaborative and flexible approach, supporting a wide range of tools and frameworks, and striving to reduce friction in the development process to help teams achieve real business value with AI.

Data-driven
Disruptor
Science and research driven

Culture

Comet ML fosters a collaborative and remote-first work environment that values risk-taking, innovation, customer focus, and data-driven decision making. They prioritize work-life balance and employee well-being, with a global, remote-first workforce and hybrid working options in their NYC and TLV offices. The company promotes a culture of excellence and thought leadership, fostering a fun and supportive environment where team members can connect through monthly get-togethers and annual off-sites.

Autonomous
Collaborative
Engaging
Entrepreneurial
Fun
People-first
Progressive
Supportive

DE&I

Comet ML is a remote-first company committed to fostering a diverse and inclusive working environment. With employees in over 14 countries, they believe that location doesn't dictate potential and prioritize hiring the best talent globally. They offer hybrid work modes, support diverse backgrounds, and promote a collaborative culture where every team member is valued for their unique contributions to the advancement of data science and machine learning.

Ethnically diverse
Gender diverse

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