Business Data Analyst Jobs at The RealReal with Visa Sponsorship
Business Data Analyst roles at The RealReal sit at the intersection of luxury resale data and e-commerce operations, translating marketplace metrics into pricing, authentication, and growth strategy. The RealReal has a track record of sponsoring work visas for analytical talent across multiple visa categories.
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ABOUT THE ROLE
We are seeking a Senior Analyst, People Analytics & Workday Reporting to transform workforce data into actionable insights that drive business decisions. This role goes beyond report creation, the ideal candidate will leverage Workday reporting tools (Discovery Boards, Composite Reports, Advanced Reports, Calculated Fields) to analyze trends, build scalable dashboards, and surface key workforce metrics across the employee lifecycle.
This position partners closely with People Business Partners, Recruiting, Finance, and leadership to deliver data storytelling, predictive insights, and self-service analytics.
WHAT YOU GET TO DO EVERY DAY
- Analyze workforce trends including headcount, attrition, internal mobility, performance, compensation, and recruiting funnel metrics
- Translate business questions into analytical frameworks and meaningful KPIs
- Identify drivers behind trends and provide recommendations to stakeholders
- Design and maintain Discovery Boards and Composite Reports to enable scalable self-service analytics
- Build complex Workday reports using advanced reporting, calculated fields, and data blending techniques
- Optimize existing reports for performance, usability, and governance
- Develop standardized metric definitions and reporting frameworks
- Partner with People Tech to ensure data integrity across Workday modules
- Collaborate with HR, Recruiting, Finance, and leadership to understand reporting needs
- Present findings through clear data storytelling and visualizations
- Train stakeholders on interpreting dashboards and using self-service reporting
MINIMUM REQUIREMENTS
- 3–6+ years in People Analytics, HRIS analytics, or Workforce Analytics
- Hands-on Workday reporting experience including Composite Reports, Discovery Boards, Advanced Reports, and Calculated Fields
- Strong analytical skills with ability to interpret data and explain business impact
- Experience building executive dashboards and KPI frameworks
PREFERRED REQUIREMENTS
- Experience with workforce planning, compensation analytics, or recruiting analytics
- Familiarity with data visualization tools (Looker, Tableau, Power BI)
COMPENSATION, BENEFITS, + PERKS
- Employee Stock Purchase Plan
- 401K with Company Match
- Medical, Dental & Vision Insurance
- Paid Parental Leave
- 9 Paid Company Holidays
- Flexible Time Off (With Manager Approval)
The expected salary range for this role is $101,745.00-$122,400.00. To determine starting pay we carefully consider a variety of factors, including primary work location and an evaluation of a candidate’s skills, experience, market demands, and internal parity. Additionally, salary is just one component of TRR’s total rewards package. Depending on role, employees may also be eligible for a bonus program, incentive pay and benefits.
The RealReal is the world’s largest online marketplace for authenticated, resale luxury goods, with 37 million members. With a rigorous authentication process overseen by experts, The RealReal provides a safe and reliable platform for consumers to buy and sell their luxury items. We have hundreds of in-house gemologists, horologists, and brand authenticators who inspect thousands of items each day. As a sustainable company, we give new life to pieces by thousands of brands across numerous categories—including women's and men's fashion, fine jewelry and watches, art, and home—in support of the circular economy. We make selling effortless with free virtual appointments, in-home pickup, drop-off, and direct shipping. We handle all of the work for consignors, including authenticating, using AI and machine learning to determine optimal pricing, photographing and listing their items, as well as shipping and customer service.
The RealReal is committed to providing an equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or expression, or Veteran status. We will consider qualified applicants for a position regardless of arrest or conviction records. At TRR, People Come First. That’s why diversity and inclusion are vital to our priorities as an equal opportunity employer.
Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions. The employee is regularly required to sit; use hands to finger, handle, or feel and talk or hear. The employee is occasionally required to stand; walk; reach with hands and arms; climb or balance; stoop, kneel, crouch, or crawl; and taste or smell. The employee must occasionally lift and/or move up to 10 pounds. Specific vision abilities required by this job include close vision. The physical demands described here are representative of those that must be met by an employee to successfully perform the essential functions of this job.

ABOUT THE ROLE
We are seeking a Senior Analyst, People Analytics & Workday Reporting to transform workforce data into actionable insights that drive business decisions. This role goes beyond report creation, the ideal candidate will leverage Workday reporting tools (Discovery Boards, Composite Reports, Advanced Reports, Calculated Fields) to analyze trends, build scalable dashboards, and surface key workforce metrics across the employee lifecycle.
This position partners closely with People Business Partners, Recruiting, Finance, and leadership to deliver data storytelling, predictive insights, and self-service analytics.
WHAT YOU GET TO DO EVERY DAY
- Analyze workforce trends including headcount, attrition, internal mobility, performance, compensation, and recruiting funnel metrics
- Translate business questions into analytical frameworks and meaningful KPIs
- Identify drivers behind trends and provide recommendations to stakeholders
- Design and maintain Discovery Boards and Composite Reports to enable scalable self-service analytics
- Build complex Workday reports using advanced reporting, calculated fields, and data blending techniques
- Optimize existing reports for performance, usability, and governance
- Develop standardized metric definitions and reporting frameworks
- Partner with People Tech to ensure data integrity across Workday modules
- Collaborate with HR, Recruiting, Finance, and leadership to understand reporting needs
- Present findings through clear data storytelling and visualizations
- Train stakeholders on interpreting dashboards and using self-service reporting
MINIMUM REQUIREMENTS
- 3–6+ years in People Analytics, HRIS analytics, or Workforce Analytics
- Hands-on Workday reporting experience including Composite Reports, Discovery Boards, Advanced Reports, and Calculated Fields
- Strong analytical skills with ability to interpret data and explain business impact
- Experience building executive dashboards and KPI frameworks
PREFERRED REQUIREMENTS
- Experience with workforce planning, compensation analytics, or recruiting analytics
- Familiarity with data visualization tools (Looker, Tableau, Power BI)
COMPENSATION, BENEFITS, + PERKS
- Employee Stock Purchase Plan
- 401K with Company Match
- Medical, Dental & Vision Insurance
- Paid Parental Leave
- 9 Paid Company Holidays
- Flexible Time Off (With Manager Approval)
The expected salary range for this role is $101,745.00-$122,400.00. To determine starting pay we carefully consider a variety of factors, including primary work location and an evaluation of a candidate’s skills, experience, market demands, and internal parity. Additionally, salary is just one component of TRR’s total rewards package. Depending on role, employees may also be eligible for a bonus program, incentive pay and benefits.
The RealReal is the world’s largest online marketplace for authenticated, resale luxury goods, with 37 million members. With a rigorous authentication process overseen by experts, The RealReal provides a safe and reliable platform for consumers to buy and sell their luxury items. We have hundreds of in-house gemologists, horologists, and brand authenticators who inspect thousands of items each day. As a sustainable company, we give new life to pieces by thousands of brands across numerous categories—including women's and men's fashion, fine jewelry and watches, art, and home—in support of the circular economy. We make selling effortless with free virtual appointments, in-home pickup, drop-off, and direct shipping. We handle all of the work for consignors, including authenticating, using AI and machine learning to determine optimal pricing, photographing and listing their items, as well as shipping and customer service.
The RealReal is committed to providing an equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or expression, or Veteran status. We will consider qualified applicants for a position regardless of arrest or conviction records. At TRR, People Come First. That’s why diversity and inclusion are vital to our priorities as an equal opportunity employer.
Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions. The employee is regularly required to sit; use hands to finger, handle, or feel and talk or hear. The employee is occasionally required to stand; walk; reach with hands and arms; climb or balance; stoop, kneel, crouch, or crawl; and taste or smell. The employee must occasionally lift and/or move up to 10 pounds. Specific vision abilities required by this job include close vision. The physical demands described here are representative of those that must be met by an employee to successfully perform the essential functions of this job.
See all 25+ Business Data Analyst at The RealReal jobs
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Get Access To All JobsTips for Finding Business Data Analyst Jobs at The RealReal Jobs
Frame your analytics work around resale metrics
The RealReal's business runs on pricing algorithms, authentication data, and consignment yield. Before applying, reframe your portfolio projects around GMV analysis, inventory turnover, or demand forecasting to match the metrics their analysts actually work with.
Target roles listed under multiple job categories
The RealReal posts Business Data Analyst openings across merchandising, operations, and growth teams. Applying to the specific vertical that matches your domain experience, rather than a generic analyst listing, increases the relevance of your application to the hiring manager.
Confirm OPT authorization covers your start date
F-1 OPT authorization must be active before your first day of employment. If your program end date falls close to your target start, apply for OPT through your DSO early enough to avoid a gap, since USCIS typically takes two to three months to issue the EAD card.
Understand how TN status works for analyst roles
Canadian and Mexican nationals can enter on TN status as statisticians or economists if the job description supports it. Work with your employer's immigration counsel to ensure the Business Data Analyst role is framed under a qualifying TN occupation category before the offer letter is finalized.
Get your H-1B petition filed before the April lottery
H-1B registration opens in March each year and USCIS selects petitions by lottery. If your offer comes through in late spring or summer, your employer should file immediately for the following fiscal year cap so you have a confirmed path before your current status expires.
Use Migrate Mate to filter analyst openings by visa type
Not every Business Data Analyst posting at The RealReal will indicate sponsorship availability upfront. Use Migrate Mate to filter open roles by the visa categories The RealReal has historically sponsored, so you apply only to positions where sponsorship is a realistic outcome.
Business Data Analyst at The RealReal jobs are hiring across the US. Find yours.
Find Business Data Analyst at The RealReal JobsFrequently Asked Questions
Does The RealReal sponsor H-1B visas for Business Data Analysts?
Yes, The RealReal sponsors H-1B visas and has done so for analytical roles including Business Data Analysts. Sponsorship is tied to the specific role and hiring budget, so it is worth confirming sponsorship availability with the recruiter early in the process. The H-1B cap-subject lottery runs each spring, so timing your offer relative to the April registration window matters.
How do I apply for Business Data Analyst jobs at The RealReal?
Applications go through The RealReal's careers portal. Migrate Mate also surfaces open Business Data Analyst roles at The RealReal filtered by visa sponsorship history, which helps you prioritize listings where sponsorship is more likely. Tailor your resume to reflect e-commerce or marketplace analytics experience, since The RealReal's analyst roles are closely tied to their consignment and resale operations.
Which visa types does The RealReal commonly sponsor for Business Data Analyst roles?
The RealReal sponsors H-1B visas as the primary long-term work authorization path for Business Data Analysts. They also support F-1 OPT and CPT for students and recent graduates, TN status for Canadian and Mexican nationals who qualify under an eligible occupation category, and EB-2 or EB-3 Green Card sponsorship for employees on an established immigration track.
What qualifications does The RealReal expect for Business Data Analyst roles?
Most Business Data Analyst postings at The RealReal expect proficiency in SQL, experience with BI tools such as Tableau or Looker, and a background in translating data into business recommendations. Experience in e-commerce, retail, or marketplace environments is a meaningful differentiator. A bachelor's degree in a quantitative field is standard, though advanced degrees or demonstrated domain expertise can strengthen an application.
How long does the visa sponsorship process take for a Business Data Analyst at The RealReal?
For F-1 OPT, plan for two to three months from application to EAD receipt through USCIS. H-1B cap-subject petitions are tied to the October 1 fiscal year start, meaning an April lottery registration may not result in authorized work status until the following fall. Premium processing can shorten USCIS adjudication to roughly 15 business days once a petition is filed, though the employer controls whether that option is used.
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