AI Hiring Index

xAI · Operations · New grad · Posted 2026-08-19

Human Data - Business Operations Analyst

xAI · Palo Alto, CA · $122k–180k base

This range's midpoint is above 30% of posted operations ranges at AI companies right now. See the salary index.

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SpaceXAI’s mission is to create AI systems that can accurately understand the universe and aid humanity in its pursuit of knowledge.  Our team is small, highly motivated, and focused on engineering excellence. This organization is for individuals who appreciate challenging themselves and thrive on curiosity. We operate with a flat organizational structure. All employees are expected to be hands-on and to contribute directly to the company’s mission. Leadership is given to those who show initiative and consistently deliver excellence. Work ethic and strong prioritization skills are important. All employees are expected to have strong communication skills. They should be able to concisely and accurately share knowledge with their teammates.

ABOUT THE ROLE:

Human Data powers model training and evaluation by producing high-quality human-generated data at scale. This role focuses on the metrics, systems, and operating insights that help Human Data run efficiently—spanning workforce performance, capacity and allocation, operational process health, and decision-making support for cross-functional partners. Our ideal candidate is a proactive analyst with strong quantitative skills and operational judgment, able to turn incomplete data into clear recommendations that improve throughput, quality, cost, and reliability. You will partner with operations leaders, engineering stakeholders, and enabling teams to identify problems, build operating systems, and drive improved planning decisions.

RESPONSIBILITIES:

Perform analyses of Human Data operational metrics—such as capacity, utilization, quality, throughput, cycle time, cost efficiency, and workforce health—to uncover trends, risks, and opportunities.

Build and maintain reporting, trackers, and dashboards that make core operating KPIs visible and actionable for managers and cross-functional partners.

Develop and improve planning and forecasting views (e.g., demand signals, supply/capacity, staffing needs, or process volumes) that support proactive, informed decisions.

Support allocation and operating tradeoffs by synthesizing operational and performance data into clear recommendations for who/what should move where.

Design, document, and refine operational processes and escalation paths so recurring work - performance actions, staffing, handoffs, and similar flows - is consistent, measurable, and scalable.

Identify data gaps and partner with stakeholders to improve data collection, hygiene, and definitions so analysis and operating systems remain reliable.

Collaborate cross-functionally with operations, engineering, recruiting, onboarding, finance, and other partners to integrate insights into hiring, staffing, performance management, and operational planning decisions.

Deliver concise readouts and recommendations to stakeholders, translating analysis into business-oriented next steps and tradeoffs.

Own ad-hoc research and special projects that improve Human Data operating leverage.

BASIC QUALIFICATIONS:

Bachelor’s degree

1+ years of professional experience in business analytics, business operations, consulting, workforce/operations analysis, or growth/ops strategy

1+ years of experience building and owning analytical models, trackers, or operating systems in Excel / Google Sheets or equivalent

PREFERRED SKILLS AND EXPERIENCE:

Bachelor’s degree in business, economics, statistics, computer science, engineering, or a related quantitative field

Strong proficiency in SQL, including complex joins, window functions, and query optimization

Experience with forecasting, capacity planning, workforce analytics, or performance metrics

Proficiency in statistical or analytical techniques (e.g., cohort analysis, regression, time-series, anomaly detection) in Python, R, or similar

Experience with data visualization tools (e.g., Tableau, Looker, Power BI) or modern BI workflows

Background in high-growth tech, marketplace/staffing operations, data labelin …

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