Anthropic · 10 hours ago
Data Scientist, Capacity Operations
Anthropic is a public benefit corporation focused on creating reliable and beneficial AI systems. The Data Scientist in Capacity Operations will be responsible for analyzing infrastructure data, developing models for capacity forecasting, and partnering with various stakeholders to optimize resource allocation and improve predictability in capacity utilization.
Artificial Intelligence (AI)Foundational AIGenerative AIInformation TechnologyMachine Learning
Responsibilities
Analyze infrastructure and utilization data to define key metrics, understand trends, and identify and size opportunities to optimize costs and performance — influencing the roadmap through your insights and recommendations
Develop models to forecast future capacity needs based on business growth projections and product roadmaps
Partner with stakeholders across engineering, research, product, operations and finance to improve predictability of capacity utilization and optimize the allocation of capacity across different users and products
Build a data-driven culture within the compute team by establishing foundational data best practices and making data more accessible
Qualification
Required
6+ years of experience in data science roles: defining meaningful metrics, building predictive models, developing simulations, and solving resource allocation problems
Strong skills in Python, SQL, and data analysis tools, with experience working with large datasets and real-time streaming data
A bias for action and urgency, not letting perfect be the enemy of the effective — including in ambiguous environments where you create clarity rather than wait for it
A deep curiosity and energy for pulling the thread on hard questions, turning open-ended inquiry into concise and insightful analysis
Proven ability to translate complex technical analyses into actionable recommendations for diverse audiences, in both written and presented formats
A passion for the company's mission of building helpful, honest, and harmless AI
Some experience with AI/ML products, large language models, or developer tools in the AI/ML ecosystem
Education requirements: We require at least a Bachelor's degree in a related field or equivalent experience
Preferred
Knowledge of cloud based billing systems
Experience with AI/ML operations & platforms: understanding of API rate limiting, inference workload patterns, accelerator management
Experience working closely with Finance teams and/or GTM teams
Benefits
Optional equity donation matching
Generous vacation and parental leave
Flexible working hours
Company
Anthropic
Anthropic is an AI research company that focuses on the safety and alignment of AI systems with human values.
H1B Sponsorship
Anthropic has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (105)
2024 (13)
2023 (3)
2022 (4)
2021 (1)
Funding
Current Stage
Late StageTotal Funding
$33.74BKey Investors
Lightspeed Venture PartnersGoogleAmazon
2025-09-02Series F· $13B
2025-05-16Debt Financing· $2.5B
2025-03-03Series E· $3.5B
Recent News
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