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Revenue Data Analyst Jobs (NOW HIRING)

Success is measured by accuracy, timeliness, automation, data integrity and standards adherence ... Provide timely, accurate revenue analysis and ad-hoc reporting to the Sales Team and/or Operations ...

Success is measured by accuracy, timeliness, automation, data integrity and standards adherence ... Provide timely, accurate revenue analysis and ad-hoc reporting to the Sales Team and/or Operations ...

Senior Data Analyst

$130K - $155K/yr

What We Need We are looking for a Senior Data Analyst to join our Revenue Strategy, Data & Analytics team - the GTM brain trust responsible for planning the year, reading the signal, and calling the ...

... revenue and growth. Data Analyst will be responsible for driving data driven insights from operational data (booked, flown, contract and sales team metrics from Salesforce, Customer data including ...

... Revenue Cycle data Experience in data analysis, validation, profiling, and reporting Knowledge of Power BI or Tableau is a plus Strong understanding of Data Quality and Data Governance Excellent ...

Analyze lead-to-revenue data by dimension (market segment, product line, territory, channel) to assess sales velocity, pipeline mix, marketing-sourced and -influenced contribution, and conversion ...

... revenue cycle performance including: o Charge capture o Coding patterns o Denial trends and ... The Data Analyst will directly influence financial outcomes, operational efficiency, and patient ...

Analyze lead-to-revenue data by dimension (market segment, product line, territory, channel) to assess sales velocity, pipeline mix, marketing-sourced and -influenced contribution, and conversion ...

Analyze lead-to-revenue data by dimension (market segment, product line, territory, channel) to assess sales velocity, pipeline mix, marketing-sourced and -influenced contribution, and conversion ...

... Revenue & Margin Analysis, Trend Analysis, Data Cleaning, Data Validation, Data Quality Checks, Ad-hoc Analysis, Reporting Automation Basics, Documentation, Stakeholder Communication

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Revenue Data Analyst information

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$29.5K

$76.3K

$127.5K

How much do revenue data analyst jobs pay per year?

As of Jul 23, 2026, the average yearly pay for revenue data analyst in the United States is $76,256.00, according to ZipRecruiter salary data. Most workers in this role earn between $59,500.00 and $86,000.00 per year, depending on experience, location, and employer.

What does a Revenue Data Analyst do?

A Revenue Data Analyst is responsible for collecting, analyzing, and interpreting data related to a company's revenue streams. They use statistical tools and business intelligence software to identify trends, forecast future revenue, and provide actionable insights that help improve profitability. Their work often involves collaborating with finance, sales, and marketing teams to optimize pricing strategies and identify opportunities for growth. Ultimately, a Revenue Data Analyst plays a key role in supporting data-driven decision-making to maximize a company's financial performance.

What are the key skills and qualifications needed to thrive as a Revenue Data Analyst, and why are they important?

To thrive as a Revenue Data Analyst, you need strong analytical abilities, expertise in financial modeling, and a relevant degree such as finance, economics, or data science. Proficiency in data analysis tools like SQL, Excel, and BI platforms (such as Tableau or Power BI), along with experience in ERP or CRM systems, is typically required. Attention to detail, effective communication, and problem-solving skills help translate complex data into actionable business insights. These skills are essential to accurately interpret revenue trends, support strategic decision-making, and drive organizational growth.

How does a Revenue Data Analyst typically collaborate with finance and sales teams to drive business insights?

A Revenue Data Analyst works closely with both finance and sales teams by gathering, analyzing, and interpreting data related to revenue streams and sales performance. They often participate in cross-functional meetings to understand business goals and provide data-driven recommendations to optimize pricing strategies, forecast revenue, or identify growth opportunities. Effective communication and collaboration are essential, as analysts must translate complex data into actionable insights for non-technical stakeholders. This collaborative approach ensures that decisions are grounded in accurate, up-to-date analytics, ultimately supporting the company's financial objectives.

What is the difference between Revenue Data Analyst vs Sales Data Analyst?

AspectRevenue Data AnalystSales Data Analyst
Required CredentialsBachelor's in Finance, Economics, or Data Analytics; proficiency in SQL, Excel, BI toolsBachelor's in Business, Marketing, or Data Analytics; proficiency in SQL, Excel, BI tools
Work EnvironmentFinance departments, revenue management teams, data-driven rolesSales departments, marketing teams, customer analytics
Employer & Industry UsageFinancial services, SaaS, retail, industries focusing on revenue optimizationRetail, manufacturing, B2B sales, industries emphasizing sales performance

The main difference between a Revenue Data Analyst and a Sales Data Analyst lies in their focus areas. Revenue Data Analysts primarily analyze data related to overall revenue streams, financial performance, and revenue growth strategies. In contrast, Sales Data Analysts concentrate on sales performance metrics, customer acquisition, and sales trends. Both roles require similar skills and tools but serve different strategic functions within organizations.

More about Revenue Data Analyst jobs
What are the most commonly searched types of Revenue Data Analyst jobs? The most popular types of Revenue Data Analyst jobs are:
What states have the most Revenue Data Analyst jobs? States with the most job openings for Revenue Data Analyst jobs include:
What job categories do people searching Revenue Data Analyst jobs look for? The top searched job categories for Revenue Data Analyst jobs are:
Infographic showing various Revenue Data Analyst job openings in the United States as of July 2026, with employment types broken down into 89% Full Time, 6% Part Time, 1% Temporary, and 4% Contract. Highlights an 83% Physical, 7% Hybrid, and 10% Remote job distribution, with an average salary of $76,256 per year, or $36.7 per hour.
Revenue Analyst, Sr.

Other

Medical, Dental, Vision, Life, Retirement, PTO

Posted yesterday


Job description

POSITION SUMMARY

The Railroad Sr Revenue Analyst programs and administers commercial contracts and rate authorities; ensures accurate, timely, and compliant invoicing; resolves rating and billing exceptions; and partners cross-functionally to protect revenue and uphold data quality and adherence to company/industry standards. The role owns the end-to-end revenue application lifecycle—contract setup, pricing and rating, invoice delivery, dispute resolution, data quality oversight, and continuous automation—across assigned railroads, customers, and lanes. The Analyst also provides analytical support to the Sales and Operations Team through targeted analysis and ad-hoc reporting. Success is measured by accuracy, timeliness, automation, data integrity and standards adherence, and improvements in dispute cycle time.

ESSENTIAL RESPONSIBILITIES

Contract & Rate Programming

  • Translate commercial contracts and tariffs into system-ready rules; configure rate tables, accessorials, and fuel surcharge logic in revenue applications/TMS/ERP.
  • Maintain rate authorities and ensure adherence to internal controls, data standards, AAR Accounting Rules, and ASC 606 requirements.

 

Revenue Application & Invoicing

  • Execute automated rating; audit for missing, incorrect, or unbilled charges; deliver invoices accurately and on time.
  • Monitor exception queues, investigate root causes, and implement durable solutions to minimize recurring issues.

Dispute Resolution & Collections Support

  • Triage invoice disputes; validate contract/rule application; determine collectability vs. credit memo.
  • Partner with Collections to accelerate cash, reduce DSO, and troubleshoot billing and pricing issues.

Waybill & Data Quality

  • Ensure waybill, interchange, and industry reference data meet required accuracy standards to support correct rating and revenue recognition.
  • Partner with Class I railroads, shippers, and internal teams to resolve data integrity issues (e.g., interchange errors, routing discrepancies, missing data elements).
  • Maintain strict adherence to data governance rules, ensuring all data inputs and updates follow company and industry standards.

Contract Lifecycle & Renewal

  • Prepare contract renewals and change orders; collaborate with Commercial on pricing strategy and deal structuring.
  • Maintain clear and current desktop procedures for contract and revenue setup workflows.

Data Quality, Compliance & Adherence

  • Own and champion data quality for assigned roads, customers, and revenue streams—ensuring all contract, rate, and shipment data is accurate, complete, consistent, and compliant.
  • Enforce adherence to internal data standards, naming conventions, reference file alignment, and revenue system configuration rules.
  • Perform routine audits to validate the integrity of rates, waybills, accessorials, and customer master data; remediate gaps and develop preventative solutions.
  • Support ASC 606 readiness, internal audits, and process reviews by maintaining clean, well-documented data and workflows.

Reporting, Sales Support & Continuous Improvement

  • Build and maintain dashboards (billing timeliness, accuracy, leakage, dispute cycle time, data quality metrics).
  • Recommend and support automation and process improvements to reduce manual work and exception volume.
  • Provide timely, accurate revenue analysis and ad-hoc reporting to the Sales Team and/or Operations team, including contract impact modeling, lane/commodity performance, pricing validation, and customer-specific insights.
  • Partner with Sales to support pricing proposals, evaluate revenue opportunities, and strengthen customer-facing presentations with actionable data.
SUCCESS MEASURE (KPIs)
  • Billing timeliness & accuracy
  • Revenue leakage identified vs. recovered
  • Dispute cycle time and resolution quality
  • Automation rate and exception recurrence
  • Data accuracy and adherence to standards (waybill accuracy, reference file alignment, contract setup precision)
  • Quality and usefulness of Sales/Operations-supporting analysis
SUPERVISORY RESPONSIBILITIES
  • None
 REQUIRED QUALIFICATIONS, KNOWLEDGE, SKILLS, AND ABILITIES
  • Bachelor’s degree or 3+ years of experience in railroad/transportation revenue, pricing, billing, or contract administration.
  • Strong commitment to data accuracy, integrity, and adherence—demonstrated experience ensuring contract, rate, waybill, and revenue data are complete, consistent, and aligned with company and industry standards.
  • Proven ability to identify data errors, trace root causes, and implement preventative solutions to improve long-term data quality.
  • Experience translating commercial contracts into accurate rate programming with exceptional attention to detail.
  • Proficiency in Excel (vlookup/index-match, pivot tables, Power Query) and familiarity with BI tools for data validation and analysis.
  • Working knowledge of railroad concepts: tariffs, waybills, interchange, accessorials, and revenue application.
  • Strong analytical and problem-solving skills with the ability to interpret rules, investigate exceptions, and communicate clearly.
  • Proven ability to work independently and take initiative to complete daily tasks, project work and ad hoc requests.
REQUIRED CERTIFICATIONS AND LICENSES
  • None
PREFERRED QUALIFICATIONS, KNOWLEDGE, SKILLS, AND ABILITIES
  • Additional specific experience in Railroad or Logistics Revenue management total 5+ years.
  • Familiarity with AAR Accounting Rules and ASC 606.
  • Experience with Railinc reference files (CIF, SCRS, CSM, Junction), and systems like Wabtec/RMI, eBOL platforms, and Netsuite/ERPs.
  • Knowledge of EDI flows related to rail shipments and invoicing.
  • Previous experience in contract drafting and execution.
  • Advanced Excel skills and data management oversight.
  • Experience with continuous improvement, automation, or data governance initiatives.
PREFERRED CERTIFICATIONS AND LICENSES
  • None

TOOLS & SYSTEMS

  • ERP/TMS/Rating: Netsuite; Wabtec/RMI; internal revenue applications
  • Rail Data: Railinc (CIF, SCRS, CSM, Junction), routing/reference files
  • Analytics: Excel, Power BI
  • Contract & Document Tools: Contract repositories, desktop procedures
WORK ENVIRONMENT
  • Work in a climate-controlled office and routinely use standard office equipment
  • In-office 4 days a week, work from home on Fridays
TRAVEL
  • Minimally, as business requires

COMPENSATION

  • Estimated Starting Annual Salary: $85,734
  • Exact starting salary is determined by merit; seniority; geographic location; education, training, and/or experience related to job duties and responsibilities
  • FLSA Status: Exempt, Not Eligible for Overtime
  • Eligible for Participation - Annual Discretionary Bonus

BENEFITS

•    401(k) / 401(k) matching
•    AD&D insurance
•    Dental insurance
•    Disability insurance
•    Employee assistance program
•    Health insurance
•    Health savings account
•    Life insurance
•    Mental wellbeing resources
•    Paid Maternity leave
•    Paid Parental leave
•    Referral program
•    Relocation assistance
•    Sick time
•    Vacation time
•    Vision insurance

PHYSICAL REQUIREMENTS

Physical Requirements

% of Work Time

Remain in a seated position

80%

Speak and hear clearly

100%

Lift office products and supplies, up to 20 lbs.

20%

Stoop, kneel, bend and reach

10%

Dexterity to write and manipulate keyboard and mouse

100%