Eval Ops Program Manager

Sunday Inc

$100K — $130K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Strong analytical skills to derive actionable insights from data
  • Proven ownership mentality with a bias for execution
  • Excellent written and verbal communication abilities
  • Versatility in both analytics and hands-on operational tasks
  • Resilient and open to constructive feedback
  • Intermediate understanding of machine learning concepts

Responsibilities

  • Build the analytics layer for eval operations, including dashboards and reporting
  • Collaborate with cross-functional stakeholders to define evaluation goals
  • Design processes to enhance evaluation quality and scalability
  • Manage logistics for running evaluations, including equipment and environments
  • Identify and address operational gaps through innovative solutions

Benefits

  • Inclusive work culture that encourages applications from diverse candidates
  • Opportunity to engage with cutting-edge machine learning technologies
  • Collaborative environment working alongside engineers and researchers
  • Potential for professional growth in a high-impact role
  • Encouragement of feedback and continuous improvement
Full Job Description
What to Expect

We're looking for an Eval Ops Program Manager to join our Data team and build the operational system for robotics evals.

This role sits at the intersection of machine learning, analytics, and operations. You'll work closely with ML engineers, researchers, the Eval Operations Lead, and Memory Developers to ensure evaluations are producing trustworthy data and running efficiently at scale.

What You'll Do
  • Build the analytics layer for eval operations, developing dashboards, reporting, and analyses to understand model performance, evaluation throughput, failure patterns, and operational bottlenecks
  • Work with stakeholders across ML, Software, Hardware, Product, and Operations to define evaluation goals, ensure data quality, and translate results into actionable insights
  • Design and improve processes that increase evaluation quality, repeatability and scale
  • Own the logistics required to run evaluations, including sourcing and standardizing props, garments, equipment, and environments
  • Identify operational gaps and build solutions, automations, or processes to close them


What You'll Bring
  • Strong analytical skills and the ability to turn data into actionable insights
  • High ownership and bias for execution
  • Clear written and verbal communication
  • Comfort working across both analytics and hands-on operations
  • A level of hardcore-ness while still treating people like people
  • Thick-skinned, resilient and receptive to direct feedback
  • Intermediate-level understanding of ML


Nice to Have
  • Previous experience in strategy and ops, technical program management, consulting or investment banking
  • Technical skills to build lightweight tooling or automations
  • Exposure to ML evaluation, experimentation, or labeling workflows
  • Ability to leverage AI to improve productivity


Even if you don't meet every single requirement, we encourage you to apply. Studies show that women and underrepresented groups often hold back unless they meet 100% of the criteria - we don't want that to be the reason we miss out on great talent.

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