What does a market data analyst do?
A market data analyst is responsible for conducting data and statistical analysis by researching current market trends and conditions and identifying business opportunities that would generate more revenue resources for the company. Market data analysts review findings, write reports, and discuss it with the management. They also coordinate with the sales and marketing team to strategize efficient promotional and media campaigns to enhance brand awareness on the market. A market data analyst must have excellent communication and analytical skills to interpret accurate results and data graphs.
Market data analyst responsibilities
Here are examples of responsibilities from real market data analyst resumes:
- Manage project team meetings using SharePoint calendars.
- Perform daily data maintenance and data integrity of MBS securities pricing pages.
- Gather and document business requirements for various asset types including equities, fix income, derivatives and mutual funds.
- Research and answer internal user's questions regarding securities.
- Participate as required in the development and testing of new equities databases.
- Utilize databases, tables, and spreadsheets to extract/manipulate data through programming in FoxPro 6.0 and SQL.
- Conduct projects with developing team to build Perl and SQL scripts to create or modify data process procedure.
- Design a database warehouse by developing dimensional data models and providing ETL strategy.
- Support on business develop analysis, including regression forecasts and machine learning models base on marketing data.
- Identify inefficiencies and improve operational execution by performing end-to-end assessments of data extraction, manipulation, and analytic tools.
- Perform data analyses including general and generalize linear regression, survival analysis, propensity score matching and inverse probability weighting.
- Analyze office administration support for analysts supporting DOD projects to identify efficiency opportunities to prototype and write report of analysis findings.
- Develop Bloomberg data downloads to report portfolio attributes.
- Champion implementation of Bloomberg terminal, which enhance the ability of writers to incorporate quantitative data into articles.
- Analyze national segmentation data for target audiences using SPSS; identify key attendance indicators used in strategic marketing and management decisions.
Market data analyst skills and personality traits
We calculated that 14% of Market Data Analysts are proficient in Data Analysis, Python, and SQL. They’re also known for soft skills such as Detail oriented, Analytical skills, and Communication skills.
We break down the percentage of Market Data Analysts that have these skills listed on their resume here:
- Data Analysis, 14%
Worked with outside service providers to conduct data analysis and market research involving competitors and potential customers.
- Python, 13%
Develop and execute Python scripts to extract power plant information from news articles and to improve operational efficiency.
- SQL, 13%
Developed data quality control logic using Structured Query Language (SQL) to detect, update and correct faulty data.
- Tableau, 6%
Analyzed the trend of robotics in student market using TABLEAU Desktop version.
- Data Quality, 5%
Raised several questions with the data vendors regarding data quality and have them corrected the data/process at their end.
- VBA, 4%
Used extensive VBA programming to create complex Excel templates that automated calculation and formatting tasks.
"data analysis," "python," and "sql" are among the most common skills that market data analysts use at work. You can find even more market data analyst responsibilities below, including:
Detail oriented. One of the key soft skills for a market data analyst to have is detail oriented. You can see how this relates to what market data analysts do because "market research analysts must pay attention to minutiae to evaluate data." Additionally, a market data analyst resume shows how market data analysts use detail oriented: "complete home valuations and perform a detailed comparative market analysis. "
Analytical skills. Many market data analyst duties rely on analytical skills. "market research analysts must evaluate large amounts of data and information related to market conditions.," so a market data analyst will need this skill often in their role. This resume example is just one of many ways market data analyst responsibilities rely on analytical skills: "skilled in building several interactive dashboards and stories with strong skills in data visualization. "
Communication skills. market data analysts are also known for communication skills, which are critical to their duties. You can see how this skill relates to market data analyst responsibilities, because "market research analysts must be able to clearly convey information when gathering material, interpreting data, and presenting results to clients." A market data analyst resume example shows how communication skills is used in the workplace: "draft communications to clients concerning impact caused by disruptions of data quality or exchange initiatives. "
The three companies that hire the most market data analysts are:
Choose from 10+ customizable market data analyst resume templates
Build a professional market data analyst resume in minutes. Our AI resume writing assistant will guide you through every step of the process, and you can choose from 10+ resume templates to create your market data analyst resume.Compare different market data analysts
Market data analyst vs. Analyst sales
Analyst sales, or a sales analyst, is an individual who is responsible for increasing sales and revenue of a company by running competitive analysis and making recommendations on how the marketing and sales team should move forward. Sales analysts must assist in the review of monthly financial statements and prepare complex financial statements for retail and service businesses. They develop and provide market intelligence data solutions for the sales team to maximize territory sales efforts. Sales analysts must also maintain a business relationship with key account top management to deliver outstanding customer service and assistance.
These skill sets are where the common ground ends though. The responsibilities of a market data analyst are more likely to require skills like "python," "tableau," "data quality," and "vba." On the other hand, a job as an analyst sales requires skills like "salesforce," "customer service," "crm," and "sales data." As you can see, what employees do in each career varies considerably.
Analyst sales earn the highest salaries when working in the finance industry, with an average yearly salary of $80,458. On the other hand, market data analysts are paid more in the start-up industry with an average salary of $88,343.The education levels that analyst sales earn slightly differ from market data analysts. In particular, analyst sales are 4.4% less likely to graduate with a Master's Degree than a market data analyst. Additionally, they're 0.0% more likely to earn a Doctoral Degree.Market data analyst vs. Performance analyst
The duties of a performance analyst depend on one's place or industry employment. Typically, it is their responsibility to evaluate the performance of different systems within a company and review its financial history and activities. They must conduct extensive research and analysis, report findings, and provide advice on improving areas of concern. They may also assess the performances of employees and recommend additional forms of training if necessary. Furthermore, it is essential to adhere to all the policies and regulations of the company.
While some skills are similar in these professions, other skills aren't so similar. For example, resumes show us that market data analyst responsibilities requires skills like "python," "sql," "tableau," and "data quality." But a performance analyst might use other skills in their typical duties, such as, "customer service," "process improvement," "data collection," and "strong analytical."
Performance analysts earn a higher average salary than market data analysts. But performance analysts earn the highest pay in the finance industry, with an average salary of $85,991. Additionally, market data analysts earn the highest salaries in the start-up with average pay of $88,343 annually.performance analysts earn similar levels of education than market data analysts in general. They're 1.4% more likely to graduate with a Master's Degree and 0.0% more likely to earn a Doctoral Degree.What technology do you think will become more important and prevalent for market data analysts in the next 3-5 years?
Applications of mobile technology are also a growing area in marketing. The techniques of "geo-conquesting" and "geo-fencing" through mobile technology allow firms to distribute time-sensitive, location-based marketing offerings to potential customers. For example, a coffee shop can text a special offer for a discounted latte to a potential customer as they drive down the street, headed to the shop's location.
Market data analyst vs. Pricing analyst
Pricing analysts are responsible for examining competitors' pricing strategies and industry standards to aid businesses in determining and setting competitive pricing. These professionals study consumer habits and behavior to gauge their willingness to pay for products and examine consumer spending. They conduct impact and mathematical analyses, and large-scale research to come up with their conclusions. Other duties and responsibilities include developing revenue forecasts and statistical models, monitoring industry trends, and developing pricing tools that can quickly respond to the rapidly changing market trends and needs.
The required skills of the two careers differ considerably. For example, market data analysts are more likely to have skills like "python," "tableau," "data quality," and "visualization." But a pricing analyst is more likely to have skills like "pricing strategy," "strong analytical," "customer service," and "power bi."
Pricing analysts earn the highest salary when working in the finance industry, where they receive an average salary of $69,095. Comparatively, market data analysts have the highest earning potential in the start-up industry, with an average salary of $88,343.pricing analysts typically earn similar educational levels compared to market data analysts. Specifically, they're 2.2% less likely to graduate with a Master's Degree, and 0.0% less likely to earn a Doctoral Degree.Market data analyst vs. Analyst
Analysts are employees or individual contributors with a vast experience in a particular field that help the organization address challenges. They help the organization improve processes, policies, and other operations protocol by studying the current processes in place and determining the effectiveness of those processes. They also research industry trends and data to make sound inferences and recommendations on what the company should do to improve their numbers. Analysts recommend business solutions and often help the organization roll out these solutions. They ensure that the proposed action plans are effective and produce the desired results.
Types of market data analyst
Updated January 8, 2025











