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Market data analyst skills for your resume and career

Updated January 8, 2025

3 min read

Quoted experts

Stephen A. Matthews Ph.D.,

Pavel Chernyavskiy Ph.D.

Below we've compiled a list of the most critical market data analyst skills. We ranked the top skills for market data analysts based on the percentage of resumes they appeared on. For example, 13.8% of market data analyst resumes contained data analysis as a skill. Continue reading to find out what skills a market data analyst needs to be successful in the workplace.

15 market data analyst skills for your resume and career

1. Data Analysis

Here's how market data analysts use data analysis:

Worked with outside service providers to conduct data analysis and market research involving competitors and potential customers.
Designed SQL Server database tables and views and performed ETL for data analysis and reporting across multiple levels of organizations.

2. Python

Python is a widely-known programming language. It is an object-oriented and all-purpose, coding language that can be used for software development as well as web development.

Here's how market data analysts use python:

Develop and execute Python scripts to extract power plant information from news articles and to improve operational efficiency.
Sequence data analysis using Python to identify and characterize allele specific expression in poultry infected with avian influenza from RNA-seq data.

3. SQL

Here's how market data analysts use sql:

Developed data quality control logic using Structured Query Language (SQL) to detect, update and correct faulty data.
Conducted projects with developing team to build Perl and SQL scripts to create or modify data process procedure.

4. Tableau

Here's how market data analysts use tableau:

Analyzed the trend of robotics in student market using TABLEAU Desktop version.
Produce Interactive Manhattan rental/sale report using Tableau, make critical comments.

5. Data Quality

Here's how market data analysts use data quality:

Raised several questions with the data vendors regarding data quality and have them corrected the data/process at their end.
Designed hundreds of complex queries to substantially reduce labor and improve data quality.

6. VBA

Visual Basic for Applications or, as it is commonly shortened to, VBA is a certain method of using Microsoft's event-driven programming language known as Visual Basic.

Here's how market data analysts use vba:

Used extensive VBA programming to create complex Excel templates that automated calculation and formatting tasks.
Created comprehensive automatic QC reports using Excel VBA from Toad for Oracle data extracts.

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7. Visualization

Here's how market data analysts use visualization:

Perform descriptive analysis, data visualization and statistical significance analysis for global student surveys * Write and present reports on analyses results
Initiated and designed dashboards locally before publishing to Tableau Server for data visualization, statistical trend analysis and KPI evaluation.

8. Securities

Here's how market data analysts use securities:

Continue education to maintain familiarity with industry standards and stay abreast of new enhancements in the area of Marketable Securities
Incorporated model evaluations in the absence of trade data to valuate 3.8 million international securities.

9. Market Research

Market research is a collective effort to collect information related to a consumer's needs and wants. It is a systematic approach that involves recording and analysis of both qualitative and quantitative data. Market research helps a business to identify a target market correctly and identify the gaps in potential consumer's expectations.

Here's how market data analysts use market research:

Designed and introduced improvements for market research reports: * Senior population Medicare discharge profiles for selected markets.
Conducted market research for clients seeking demographic analysis of metro areas.

10. Derivative

Here's how market data analysts use derivative:

Update the SWAP's Long/Short information as requested by Derivative COE.
Project leader in the implementation of 2014 ISDA Credit Derivatives Definitions

11. Market Data Products

Here's how market data analysts use market data products:

Applied deep knowledge of market data products, services and technology to provide advice and innovative solutions.
Accomplished market data inventory cost control through creation of VISIO Diagrams for all Market Data Products.

12. Financial Analysis

Here's how market data analysts use financial analysis:

Performed Accounting and Financial Analysis functions, bill reconciliation for International and Domestic clients.
Created sophisticated transaction models and performed financial analysis for direct equity and venture capital investments by Chase subsidiaries in various industries.

13. ETL

Here's how market data analysts use etl:

Analyzed different options for heterogeneous database connectivity and defined policies for dealing with different source databases with ETL team.
Created automated reports on inventory defect and associate behavioral trends using Amazon's Data Warehouse and proprietary ETL manager.

14. Financial Products

Financial products refer to instruments through which an individual can invest, borrow or save money. Such devices include credit cards, shares, deposits, bonds, and loans.

Here's how market data analysts use financial products:

Served as the primary analyst responsible for managing 2,000+ financial products available for trading at the options exchange.
Supported company's financial products by ensuring timely and complete resolution of queries from company's internal and external clients.

15. Data Integrity

Data integrity denotes the consistency or accuracy validation of data in the whole lifecycle of data. It ensures the security of traceability and search-ability of all data in a person's device to the source.

Here's how market data analysts use data integrity:

Performed daily validation analysis of data integrity for corporate data.
Conducted data integrity and beta testing, software patches, inventory maintenance, data mining, and discrepancy resolution.

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What skills help Market Data Analysts find jobs?

Tell us what job you are looking for, we’ll show you what skills employers want.

What skills stand out on market data analyst resumes?

Stephen A. Matthews Ph.D.

Liberal Arts Professor of Sociology, Anthropology, Demography and Geography Director, Graduate Program in Demography Faculty Director, Graduate Programs in Applied Demography Editor, Spatial Demography Associate Editor, Mathematical Population Studies, Pennsylvania State University

Our program is too broad and complex to answer this in any meaningful way (see my opening paragraph). I hope our Ph.D. graduates have both soft skills (e.g., people skills, communication (writing/speaking), team science/work skills, critical thinking skills) as well as the technical skills (e.g., data analysis, data visualization, data ethics, IRB experience, etc.). As mentioned, I also hope they are flexible and adaptive vis-a-vis other perspectives (interdisciplinary outlook).

What market data analyst skills would you recommend for someone trying to advance their career?

Pavel Chernyavskiy Ph.D.

Assistant Professor of Statistics, University of Wyoming

Statisticians with subject-matter expertise tend to be more in-demand, all else being equal. For example, quantitative biologists, statistical geneticists, bioinformaticians, industrial statisticians can all be thought of as "statisticians with subject-matter expertise," at least in my opinion. With that in mind, if an applicant can develop their knowledge of a particular area of application during their gap year, it should help them in the job market.

What type of skills will young market data analysts need?

Dr. Shari Carpenter Ph.D.

Professor, Eastern Oregon University

Students looking to enter tomorrow's workforce will need to have critical thinking skills. Most of today's students can search for and gather research through their technology. Necessary thinking skills are about learning to analyze and evaluate collected information. It is the art of disciplining oneself to look deeper, reason, and be unbiased in your analysis. Coupled with that skill is Creative Problem Solving (CPS). CPS is out of the box thinking that results in innovative solutions to issues. Both of these skills can be developed through study and practice.

What hard/technical skills are most important for market data analysts?

Candace Esken Ph.D.

Assistant Professor of Management & Leadership, Bradley University

The most important hard skills for management analysts are problem-solving, data analysis, and presentation skills. The central focus of their work revolves around solving problems for clients by analyzing large chunks of data and drawing meaningful conclusions. Analysts also spend a great deal of time creating sophisticated presentations to enhance communication with clients. Management Analysts should be especially skilled with excel and PowerPoint.

What soft skills should all market data analysts possess?

Candace Esken Ph.D.

Assistant Professor of Management & Leadership, Bradley University

Excellent communication skills are absolutely essential for management analysts. Usually, these skills are best demonstrated during the interview process with little room for error. In addition, applicants should have strong interpersonal skills because much of their job requires them to work with managers and employees of various organizations. Furthermore, soft skills such as leadership, confidence, and time management are highly valued.

Do you want to know more?

List of market data analyst skills to add to your resume

The most important skills for a market data analyst resume and required skills for a market data analyst to have include:

Data Analysis
Python
SQL
Tableau
Data Quality
VBA
Visualization
Securities
Market Research
Derivative
Market Data Products
Financial Analysis
ETL
Financial Products

Data Integrity
Market Data Vendors
Market Data
SAS
Equities
Linux
API
Investment Management
Bloomberg Terminal
QA
Commodities
Reuters
Data Content
Fixed Income

External Clients
MDM
Futures
Contract Terms
Corporate Actions
Troubleshoot
MBS
FX
Windows
PowerPoint
KPI
Financial Reports

Updated January 8, 2025

Zippia Team

Editorial Staff

The Zippia Research Team has spent countless hours reviewing resumes, job postings, and government data to determine what goes into getting a job in each phase of life. Professional writers and data scientists comprise the Zippia Research Team.

Updated January 8, 2025

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