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Data Analyst Jobs in Spring, TX (NOW HIRING)

Data Analyst I Business Intelligence & Strategy | Hays Electrical Services | Houston, TX | On-Site Position Summary The Data Analyst I is an entry-level position within the Business Intelligence ...

The ideal candidate will have a strong background in data analysis, with experience in data preparation and visualization tools. This role is critical to our business, as the successful candidate ...

Extract and analyze data from our healthcare operations and billing databases to support performance tracking * Create queries and build visualizations using business intelligence tools (Zoho ...

Data Analyst I - District Office PRIMARY FUNCTION: The Data Analyst I supports Institutional Research and Data Science by accessing and preparing structured data and by developing, maintaining, and ...

Senior Data Analyst

Katy, TX · On-site

$90K - $100K/yr

We are seeking a highly analytical Senior Data Analyst to transform complex business data into actionable insights that drive executive decision-making across Sales, Operations, Finance, Customer ...

Senior Data Analyst

Houston, TX · On-site

$82K - $103K/yr

FCG is seeking a Senior Data Analyst to help shape our data and analytics program by providing data analysis of source systems, defining data transformation rules for data warehouse development ...

Hays Electrical Services is a growing electrical contractor, and they are seeking a Data Analyst I to join their Business Intelligence & Strategy department. The role involves building reports ...

The Analyst will ensure data accuracy and support customers in making real-time drilling decisions through data quality checks and dashboard creation. Responsibilities : • Enter data of various ...

About the role We are seeking Drilling Data Analysts located in Houston to provide part of the 24/7 operational support for the Corva system. The Analyst ensures that each well on Corva is ready for ...

Sr. Data Analyst

Katy, TX · On-site

$74K - $93K/yr

As a Sr. Data Analyst at LJA in our Finance department, you will be responsible for transforming data into actionable insights. The role does this through analysis of existing data and identifying ...

Quality Data Analyst

Houston, TX · On-site

$20 - $25/hr

The Quality Data Analyst is responsible for collecting, analyzing, and reporting key quality metrics to drive data-based decision making across operations. This role owns the tracking and ...

Showing results 21-40

Data Analyst information

See Spring, TX salary details

$30.3K

$73.5K

$121K

How much do data analyst jobs pay per year?

As of Jul 24, 2026, the average yearly pay for data analyst in Spring, TX is $73,541.00, according to ZipRecruiter salary data. Most workers in this role earn between $55,600.00 and $86,300.00 per year, depending on experience, location, and employer.

What is the difference between Data Analyst vs Data Scientist?

AspectData AnalystData Scientist
Required CredentialsBachelor's degree in statistics, mathematics, or related field; often certifications in data analysis toolsBachelor's or master's in computer science, statistics, or related; often advanced certifications or degrees
Work EnvironmentBusiness settings, focusing on data reporting and visualizationResearch and development environments, focusing on predictive modeling and complex algorithms
Employer & Industry UsageRetail, finance, healthcare, and marketing companiesTech firms, research institutions, and large enterprises

While both roles analyze data, Data Analysts primarily focus on interpreting existing data to generate reports and insights, whereas Data Scientists develop predictive models and advanced algorithms to forecast trends and solve complex problems.

What are some common challenges Data Analysts face when working with large datasets, and how are they typically addressed?

Data Analysts often encounter challenges such as data quality issues, missing or inconsistent values, and slow processing times when handling large datasets. These challenges are typically addressed by implementing data cleaning routines, using advanced data management tools, and leveraging programming languages like Python or R for efficient data manipulation. Collaboration with database administrators and IT teams is also common to ensure data integrity and optimize data storage solutions. Staying updated with best practices in data wrangling and visualization helps Data Analysts deliver accurate and actionable insights.

Is 40 too late for data science?

A Data Analyst role is accessible at any age, including 40, as skills in data analysis, programming, and tools like Excel, SQL, and Python are more important than age. Many professionals successfully transition into data science or analytics later in their careers by gaining relevant certifications and experience.

Will AI replace a data analyst?

AI tools can automate routine data processing and basic analysis tasks, but data analysts are essential for interpreting complex data, making strategic decisions, and providing context. The role of a data analyst involves skills like critical thinking, domain knowledge, and communication that AI cannot fully replicate. Therefore, AI is more likely to augment rather than replace data analysts.

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

To thrive as a Data Analyst, you need strong analytical skills, proficiency in statistics, and a relevant degree such as in mathematics, statistics, or computer science. Familiarity with data analysis tools like SQL, Excel, Python or R, and experience with visualization platforms such as Tableau or Power BI are typically required. Strong problem-solving abilities, attention to detail, and effective communication skills help analysts interpret data insights and present findings clearly to stakeholders. These skills are crucial for transforming raw data into actionable business insights that drive informed decision-making.

What Does a Data Analyst Job Do?

Data Analysts use a range of methods to chart, examine, and analyze data for their clients. As a Data Analyst, your job is to analyze a company’s data using a combination of mathematical inspection, transformation, and modeling techniques to simplify and condense it. You may also need to present your reports to stakeholders. Because companies often use the results of the data analysis to make business decisions, Data Analysts need to confirm the accuracy of the data.

What does a Data Analyst do?

A Data Analyst is responsible for collecting, processing, and analyzing data to help organizations make informed business decisions. They use statistical tools and software to interpret data sets, identify trends, and create visual reports. Data Analysts often collaborate with other departments to provide actionable insights and support strategic planning. Their work helps organizations optimize operations, track performance, and solve business problems using data-driven approaches.

Is it hard to get a data analyst job?

Securing a data analyst position can be competitive, often requiring strong skills in data manipulation, statistical analysis, and proficiency with tools like Excel, SQL, or Python. Candidates with relevant education, certifications, and experience in data visualization and reporting tend to have better chances of obtaining such roles.

What job does a data analyst do?

A data analyst collects, processes, and analyzes data to help organizations make informed decisions. They use tools like Excel, SQL, and data visualization software to identify trends, create reports, and support strategic planning. Strong analytical skills and attention to detail are essential for this role.
What are the most commonly searched types of Data Analyst jobs in Spring, TX? The most popular types of Data Analyst jobs in Spring, TX are:
What are popular job titles related to Data Analyst jobs in Spring, TX? For Data Analyst jobs in Spring, TX, the most frequently searched job titles are:
What job categories do people searching Data Analyst jobs in Spring, TX look for? The top searched job categories for Data Analyst jobs in Spring, TX are:
What cities near Spring, TX are hiring for Data Analyst jobs? Cities near Spring, TX with the most Data Analyst job openings:
Infographic showing various Data Analyst job openings in Spring, TX as of July 2026, with employment types broken down into 86% Full Time, and 14% Contract. Highlights an 100% In-person job distribution, with an average salary of $73,541 per year, or $35.4 per hour.
Data Analyst IV

$5.4K - $8.8K/mo

Full-time

Medical, Retirement, PTO

Posted 7 days ago


Job description

Join the Texas Health and Human Services Commission (HHSC) and be part of a team committed to creating a positive impact in the lives of fellow Texans. At HHSC, your contributions matter, and we support you at each stage of your life and work journey. Our comprehensive benefits package includes 100% paid employee health insurance for full-time eligible employees, a defined benefit pension plan, generous time off benefits, numerous opportunities for career advancement and more. Explore more details on the Benefits of Working at HHS webpage.

Functional Title: Data Analyst IV 
Job Title: 
Data Analyst IV 
Agency: 
Health & Human Services Comm 
Department: 
Integrity Support Svcs - SO 
Posting Number: 
18019 
Closing Date: 
12/24/2026 
Posting Audience: 
Internal and External 
Occupational Category: 
Community and Social Services 
Salary Range: 
$5,425.33 - $8,886.16 
Pay Frequency:
Monthly
Salary Group: 
TEXAS-B-24 
Shift: 
Day 
Additional Shift: 
None 
Telework: 
Eligible for Telework 
Travel: 
Up to 10% 
Regular/Temporary: 
Regular 
Full Time/Part Time: 
Full time 
FLSA Exempt/Non-Exempt:
 Exempt 
Facility Location:
  
Job Location City:
 AUSTIN 
Job Location Address:
 701 W 51ST ST 
Other Locations:
 Abilene; Alamo; Alice; Alpine; Alvin; Amarillo; Anahuac; Andrews; Angleton; Anson; Aransas Pass; Archer City; Arlington; Athens; Atlanta; Austin; Bacliff; Ballinger; Bandera; Bastrop; Bay City; Baytown; Beaumont; Bedford; Beeville; Bellville; Big Spring; Boerne; Bonham; Borger; Bowie; Brady; Breckenridge; Brenham; Brownfield; Brownsville; Brownwood; Bryan; Burnet; Caldwell; Cameron; Canton; Canutillo; Carlsbad; Carrizo Springs; Carrollton; Carthage; Center; Centerville; Childress; Clarksville; Cleburne; Cleveland; Coldspring; Columbus; Conroe; Copperas Cove; Corpus Christi; Corsicana; Crockett; Crosby; Crystal City; Cuero; Cypress; Daingerfield; Dallas; Decatur; Del Rio; Denton; Dickinson; Dumas; Duncanville; Eagle Pass; Eastland; Edinburg; El Paso; Elgin; Elsa; Ennis; Fabens; Falfurrias; Floresville; Fort Stockton; Fort Worth; Fredericksburg; Gainesville; Galveston; Garland; Gatesville; Georgetown; Giddings; Gilmer; Goliad; Gonzales; Graham; Granbury; Grand Prairie; Grapevine; Greenville; Hallettsville; Hamilton; Harlingen; Haskell; Hearne; Hemphill; Hempstead; Henderson; Hereford; Hillsboro; Hondo; Houston; Humble; Huntsville; Hurst; Irving; Jacksonville; Jasper; Johnson City; Jourdanton; Karnes City; Katy; Kaufman; Kerrville; Killeen; Kingsville; Kingwood; Kirbyville; La Grange; Lake Jackson; Lake Worth; Lamesa; Lampasas; Lancaster; Laredo; Levelland; Lewisville; Liberty; Linden; Littlefield; Livingston; Llano; Lockhart; Longview; Lubbock; Lufkin; Lumberton; Madisonville; Marble Falls; Marfa; Marlin; Marshall; Mcallen; Mckinney; Mercedes; Meridian; Mesquite; Mexia; Midland; Mineola; Mineral Wells; Mission; Monahans; Mount Pleasant; Mount Vernon; Nacogdoches; Navasota; New Boston; New Braunfels; Odessa; Orange; Palestine; Pampa; Paris; Pasadena; Pearland; Pearsall; Pecos; Perryton; Pharr; Pittsburg; Plainview; Plano; Pollok; Port Arthur; Port Lavaca; Presidio; Quitman; Raymondville; Refugio; Richardson; Richmond; Rio Grande City; Robstown; Rockwall; Rosenberg; Round Rock; Rowlett; Rusk; San Angelo; San Antonio; San Benito; San Juan; San Marcos; San Saba; Schertz; Seguin; Seminole; Seymour; Sherman; Silsbee; Sinton; Snyder; Socorro; Sonora; South Houston; Stephenville; Sugar Land; Sulphur Springs; Sweetwater; Taylor; Temple; Terrell; Texarkana; Texas City; The Woodlands; Tomball; Trinity; Tyler; Uvalde; Van Horn; Vernon; Victoria; Waco; Washington; Watauga; Waxahachie; Weatherford; Webster; Weslaco; Wharton; Wichita Falls; Woodville; Zapata 
MOS Codes:
0231,0239,0271,0291,2652,2659,6046,6049,8051,8825,8846,8850,14N,14NX,15AX,16KX,181X,182X,183X,1D7X1 
1N0X1,1N1X1,1N4X1,1N7X1,255A,25B,26B,350F,350G,351L,351M,352N,35F,35G,35L,35M,514A,514B,5I0,5I1A 
65FX,65WX,681X,682X,683X,781X,782X,783X,86P0,8K000,CT,CTR,CTT,CYB10,CYB11,CYB12,CYB13,CYB14,IS,ISM 
ISS,IT,ITS,SEI15,SEI23 

Data Analyst IV
The Texas Health and Human Services Commission (HHSC) seeks highly qualified candidates to fill the Data Analyst IV position within the Access & Eligibility Services (AES) Department Eligibility Operations Integrity Support Services (ISS). The Data Analyst IV serves as lead subject matter expert on data integrity, extraction, and compilation of data for both internal and external customers/stakeholders. This includes consulting with customers to identify user needs.
Performs complex (journey-level) detailed data analysis and data research. Work involves primary responsibility for data quality assurance including implementing and updating databases, data collection systems, data analytics, and other strategies to ensure statistical efficacy. Analyzes content, structure, and relationships within data to identify and interpret patterns and trends. Identifies gaps, errors, anomalies, and redundancies to make justifiable recommendations for data revisions. Prepares concise and comprehensive data reports for HHS stakeholders and leadership. While leveraging statistical techniques, develop proof of concept mockups to ensure data quality; and convert raw data into database table structures from a variety of source formats. Interprets business requirements to be used as input for performance measure visualizations and reports for large and complex agency programs. Assists in developing software applications and/or programming to track ISS statistical data. Mentors internal staff and may train others. Works under general supervision, with moderate latitude for the use of initiative and independent judgment.
The ideal candidate will thrive in a fast-paced environment that emphasizes innovation through new ideas, striving for excellence by taking pride in your work, embracing differences as a source of strength, accomplishing more through partnership, leading by example, and learning for continuous improvement. This position may allow for a teleworking option.

Essential Job Functions:

Attends work on a regular and predictable schedule in accordance with agency leave policy. Serves as lead subject matter expert on data integrity, extraction, and compilation of data for both internal and external customers/stakeholders. Interprets, designs, develops, and maintains performance measure visualizations and reports utilizing data visualization tools. (30%)
Develops and utilizes software applications and/or programming to track ISS statistical data.
Accurately updates databases, data collection systems, data analytics, and utilizes other strategies to ensure statistical efficacy. Compiles, queries, calculates, and/or loads data using a variety of source formats. (20%)
Provides data integrity by identifying data gaps, errors, anomalies, inconsistencies, and redundancies in the content, structure, and relationships within data; cleans and prepares data, as necessary. Leverages statistical techniques; develops proof of concept mockups to ensure data quality; and converts raw data into database table structures from a variety of source formats. (15%)
Consults on workgroups and via ad-hoc collaboration with ISS management, program staff, and vendors to harness subject matter to understand the business requirements that drive the analysis and design of performance visualizations and reporting solutions. (10%)
Collaborates with ISS management and appointees to lead the analysis and interpretation of data patterns to gauge progress toward targets and to provide recommendations to HHS leadership for meaningful measures, updates/changes. (10%)
Actively contributes to the continuous improvement of ISS related department processes through initiatives including building efficiencies, including automating processes; and maintaining design consistency across multiple visualizations. Mentors internal staff and trains others. (5%)
Prepares concise and comprehensive data reports and analysis and presents to HHS stakeholders and leadership to include performance visualizations during meetings and/or as requested. (5%)
Performs other duties as assigned and required to meet the mission and goals of HHSC. (5%)
Registrations, Licensure Requirements or Certifications:
N/A
Knowledge Skills Abilities:

Knowledge of relational databases and database design.
Knowledge of scientific research methods, statistical techniques, mathematics, geographical concepts and their application to data analytics.
Knowledge preferred of local, state and federal laws and regulations relevant to program areas.
Comprehension of fraud prevention and fraud detection for SNAP, TANF, CHIP and Medicaid Programs preferred.
Knowledge of computer programming principles, spreadsheet macros, and database design.
Skill preferred in data visualization development, including data model creation, advanced calculations, and interactive visualizations.
Skill in performing queries, extracting and joining data, and loading data using SQL and/or other query languages.
Skill in working with streaming data and unstructured data from multiple data sources.
Skill in creating graphical user interfaces, mockups, prototypes, and design documents.
Skill in critical thinking and problem solving.
Skill in optimizing the user experience.
Skill preferred in using visualization preparation software

Skill preferred in using statistical software.
Skill in using EXCEL or other spreadsheet software.
Skill in graphical, tabular, and geographical presentation of data.

Ability to translate complex data into user-friendly information.
Ability to identify problems, evaluate alternatives, and implement effective solutions.
Ability to implement and use new technology and work processes to enhance decision-making
Ability to build, establish, and maintain effective working relationships and coalitions.
Ability to plan, organize, and conduct data analytic projects.
Ability to develop and interpret statistical data charts, maps, and tables.

Initial Selection Criteria:
Graduation from an accredited four-year college or university with major course work in computer science or a related field is preferred.

Relevant experience in data analytics, data cleaning, statistical analysis, and computer programing may be substituted for education on a year-to-year basis.

Excellent written communications as observed by detail and completeness of information provided on the state application.

Experience making presentations to small and large groups preferred.

Experience developing policies and procedures preferred.

Experience supervising eligibility staff and/or investigators preferred.

Experience in data review and analysis required.

Experience with Special Query Language (SQL) required.

Experience developing interactive dashboards or reports using data visualization tools (e.g., Power BI, Tableau, or equivalent) required.

Experience connecting data visualization tools to SQL or tabular data sources required.

Experience writing Python scripts for data extraction, transformation, or automation required.

Experience using Python libraries for data analysis required.

Experience in leading and mentoring staff preferred.

Current experience in SNAP, Medicaid policy and procedures are preferred.

Current experience in TANF program preferred.

Training or experience in project management practices and the project life cycle preferred.

Experience performing multiple tasks with conflicting deadlines in a timely manner required.

Application indicates the willingness to work beyond normal work hours of 8AM-5PM Monday through Friday as needed/required.

Experience using computer software such as Microsoft Word, Excel, and Outlook required.

Application indicates the willingness to travel 10% of the time required.

Additional Information:

Number of Positions to be filled: 1 Location of position to be filled: The position may be housed in any office based on business need and availability. The location of the position will be housed statewide and be determined after the selection of the candidate. NOTE: Current employee applicants must list each position held separately. For example, Texas Works Advisor I must be listed separately from Texas Works Advisor II job experience.

Review our Tips for Success when applying for jobs at DFPS, DSHS and HHSC.

Active Duty, Military, Reservists, Guardsmen, and Veterans:

Military occupation(s) that relate to the initial selection criteria and registration or licensure requirements for this position may include, but not limited to those listed in this posting. All active-duty military, reservists, guardsmen, and veterans are encouraged to apply if qualified to fill this position. For more information please see the Texas State Auditor’s Job Descriptions, Military Crosswalk and Military Crosswalk Guide at Texas State Auditor's Office - Job Descriptions.

ADA Accommodations:

In compliance with the Americans with Disabilities Act (ADA), HHSC and DSHS agencies will provide reasonable accommodation during the hiring and selection process for qualified individuals with a disability. If you need assistance completing the on-line application, contact the HHS Employee Service Center at 1-888-894-4747. If you are contacted for an interview and need accommodation to participate in the interview process, please notify the person scheduling the interview.

Pre-Employment Checks and Work Eligibility:

Depending on the program area and position requirements, applicants selected for hire may be required to pass background and other due diligence checks.