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Reference Data Analyst Jobs (NOW HIRING)

Technical Data Analyst Location: Jersey City, NJ Must Have Qualifications: * 5-6 years of ... Expertise in financial master and reference data domains including Security Master, Account ...

Ensure adherence to master data policies, naming standards, hierarchies, and reference data ... Monitor and analyze master data quality, identifying issues related to completeness, accuracy ...

Ensure adherence to master data policies, naming standards, hierarchies, and reference data ... Monitor and analyze master data quality, identifying issues related to completeness, accuracy ...

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Reference Data Analyst information

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$34K

$82.6K

$136K

How much do reference data analyst jobs pay per year?

As of Jul 19, 2026, the average yearly pay for reference data analyst in the United States is $82,640.00, according to ZipRecruiter salary data. Most workers in this role earn between $62,500.00 and $97,000.00 per year, depending on experience, location, and employer.

What are Reference Data Analysts?

Reference Data Analysts are professionals who manage and maintain the accuracy, consistency, and integrity of reference data within an organization. Reference data includes standardized information such as customer IDs, product codes, geographic locations, and other essential data used across multiple systems. These analysts ensure that this data is properly categorized, up-to-date, and aligned with regulatory requirements, supporting business operations and decision-making. Their role often involves data validation, cleansing, quality checks, and collaborating with various departments to resolve data discrepancies.

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

To thrive as a Reference Data Analyst, you need strong analytical skills, attention to detail, and a background in finance, business, or information systems. Familiarity with data management tools such as SQL, Excel, and reference data systems like Bloomberg or Reuters, as well as data governance frameworks, is typically required. Strong communication, problem-solving abilities, and stakeholder management are vital soft skills in this role. These competencies ensure accurate data maintenance, support regulatory compliance, and facilitate effective decision-making within financial organizations.

What is the difference between Reference Data Analyst vs Data Quality Analyst?

AspectReference Data AnalystData Quality Analyst
Required CredentialsBachelor's in Data Management, IT, or related field; certifications like CDMPBachelor's in Data Science, IT, or related; certifications like CDMP or DAMA
Work EnvironmentFinancial institutions, healthcare, retail; focus on maintaining reference dataVarious industries; focus on assessing and improving data accuracy
Employer & Industry UsageUsed in organizations managing master/reference dataUsed across industries to ensure data integrity and quality

The main difference is that Reference Data Analysts focus on managing and maintaining reference data sets used across systems, while Data Quality Analysts evaluate and improve the overall accuracy and integrity of data. Both roles require similar skills and certifications but serve different aspects of data management.

What are some common challenges Reference Data Analysts face when maintaining data accuracy across multiple systems?

Reference Data Analysts often encounter the challenge of ensuring data consistency and integrity across various platforms and departments. Discrepancies can arise due to differences in data formats, frequent updates, or incomplete information from upstream sources. To address these issues, analysts frequently collaborate with IT, operations, and business teams to implement validation checks, resolve discrepancies, and establish standardized data governance practices. Being detail-oriented and proactive in communication is essential for success in this role.
More about Reference Data Analyst jobs
What cities are hiring for Reference Data Analyst jobs? Cities with the most Reference Data Analyst job openings:
What states have the most Reference Data Analyst jobs? States with the most job openings for Reference Data Analyst jobs include:
Infographic showing various Reference Data Analyst job openings in the United States as of July 2026, with employment types broken down into 86% Full Time, and 14% Contract. Highlights an 57% In-person, and 43% Remote job distribution, with an average salary of $82,640 per year, or $39.7 per hour.

Senior Data Analyst (Securities Reference data)

BofA Securities

Charlotte, NC

$85K - $132K/yr

Full-time

PTO

Posted 4 days ago

New


Job description

Job Description:

At Bank of America, we are guided by a common purpose to help make financial lives better through the power of every connection. We do this by driving Responsible Growth and delivering for our clients, teammates, communities and shareholders every day.

Being a Great Place to Work is core to how we drive Responsible Growth. This includes our commitment to being a diverse and inclusive workplace, attracting and developing exceptional talent, supporting our teammates' physical, emotional, and financial wellness, recognizing and rewarding performance, and how we make an impact in the communities we serve.

At Bank of America, you can build a successful career with opportunities to learn, grow, and make an impact. Join us!

Job Profile Summary:

This job is responsible for ensuring operational data is fit for purpose, defining controls, and monitoring processes are in adherence to enterprise data management standards. Key responsibilities include triaging and remediating data incidents, performing data analysis, training new users, and performing impact analysis stemming from data updates. Job expectations include helping in defining access and ownership of data by domain, conducting quality control, and overseeing data maintenance.

The Securities Reference Data Team provides subject matter expertise on information that is joined to product transactional data, such as customer / counterparty, product attributes, and ledger data. The team acts as a bridge between technical data teams and business functions to expand and improve reporting, forecasting, and analytics. This role is responsible for securities and book reference data namely various Security IDs such as ISIN and CUSIP, Security Descriptions, Security Classifications such as High Quality Liquid Assets and Collateral Class, Issuer/Guarantor data, Coupon Rates, Country info, Index/Exchange Listing info, Issue date/Maturity date, etc. Works under minimal supervision on enterprise-wide projects requiring creative data solutions.

Responsibilities:

  • Ensures data is accurate, complete, and fit for performing data analyses through various testing procedures and data controls which help to identify business insights fit for purpose for a particular product set

  • Develops and executes on Enterprise Data Management policies and standards, works across teams to ensure adherence, serves as a key point of contact for all topics related to data compliance, and manages operational elements of the (Enterprise Data Strategy Governance and Operations (EDSGO) relationship

  • Manages data related incidents and identifies, communicates, and resolves or escalates issues as needed. Data inquiries include questions related to data issues, availability of data, and potential sourcing alternatives to inform

  • Develops, manages, and executes on controls, ensuring tracking, monitoring, and resolution of any control breaches with data platform

  • Partners with Business and Technology functions to drive the development of business and functional requirements documents and ensures strategic upstream resolution for data related incidents

Additional Responsibilities:

  • Subject Matter Expertise - develop and leverage knowledge of securities, book data, Bloomberg and SQL to support CFO DM & Line of business data needs

  • Relationship Management - build and maintain relationships, including across Lines of business, technology, project management, and risk/compliance/audit; work closely as a liaison between developer/software engineering teams and Line of Business users

Required Qualifications:

  • Bachelor's in accounting/finance/business or related fields

  • Data management/analysis, database, and/or securities product expertise within the financial industry (preferred)

  • Business acumen; ability to bridge business and technical topics

  • Strong partnering and communication abilities

  • Able to self-direct/prioritize tasks, detailed-oriented, organized, self-initiated

  • Curious and independent thinker with a continuous improvement mindset

  • Ability to understand waterfall dataflows/logic, set theory, and other related dataflows helpful

  • Proficient with Bloomberg, SQL, and Excel (Preferred)

Desired Qualifications:

  • Bank of America and Finance or Middle Office experience

  • Familiarity with securities & book data and Bank of America platforms (PME, Bookmap)

  • Exposure to data & project management (including Agile methodology, JIRA)

Skills:

  • Data Collection and Entry

  • Data Management

  • Data Modeling

  • Issue Management

  • Policies, Procedures, and Guidelines Management

  • Analytical Thinking

  • Collaboration

  • Data Governance

  • Data Quality Management

  • Data and Trend Analysis

  • Business Acumen

  • Controls Management

  • Production Support

  • Regulatory Compliance

  • Solution Design

Shift:

1st shift (United States of America)

Hours Per Week:

40

Pay Transparency details

US - NY - New York - 1114 Avenue Of The Americas - Grace (NY1544)Pay and benefits informationPay range$85,600.00 - $132,600.00 annualized salary, offers to be determined based on experience, education and skill set.Discretionary incentive eligibleThis role is eligible to participate in the annual discretionary plan. Employees are eligible for an annual discretionary award based on their overall individual performance results and behaviors, the performance and contributions of their line of business and/or group; and the overall success of the Company.BenefitsThis role is currently benefits eligible. We provide industry-leading benefits, access to paid time off, resources and support to our employees so they can make a genuine impact and contribute to the sustainable growth of our business and the communities we serve.