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Data Analyst Jobs in Spring, TX (NOW HIRING)

SAGIS PLLC

Data Analyst II

Houston, TX · On-site

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 ...

Software Technology Inc

SAP Data Analyst

Houston, TX · On-site

MM Data Analyst MM Data Analyst supports the application of Digital Core standards, cleansing and development of standard materials master. Supports the deployment of MM tools and work processes.

Hays Electrical Services

Data Analyst I

Houston, TX · On-site

Hays Electrical Services is seeking an entry-level Data Analyst I to join their Business Intelligence & Strategy department. The role involves building reports, connecting to data sources, and ...

Corva

Drilling Data Analyst

Houston, TX · On-site

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 ...

CARBO

Senior Data Analyst

Houston, TX · On-site

$82K - $103K/yr

The Senior Data Analyst, FP&A & Financial Systems owns financial reporting, forecasting, budgeting, analytics, and financial systems logic across the enterprise. This role partners closely with ...

Wilks

Senior Data Analyst

Houston, TX · On-site

$82K - $103K/yr

The Senior Data Analyst, FP&A & Financial Systems owns financial reporting, forecasting, budgeting, analytics, and financial systems logic across the enterprise. This role partners closely with ...

Wilks Brothers

Senior Data Analyst

Houston, TX

$82K - $103K/yr

The Senior Data Analyst, FP&A & Financial Systems owns financial reporting, forecasting, budgeting, analytics, and financial systems logic across the enterprise. This role partners closely with ...

CARBO

Senior Data Analyst

Houston, TX · On-site

$82K - $103K/yr

The Senior Data Analyst, FP&A & Financial Systems owns financial reporting, forecasting, budgeting, analytics, and financial systems logic across the enterprise. This role partners closely with ...

Crane Company

Salesforce Data Analyst

The Woodlands, TX · On-site +1

The Salesforce Data Analyst plays a key role in supporting the integrity, accuracy, and usability of business data across Salesforce and the internal systems that feed into it. The role partners with ...

Crane Co.

Salesforce Data Analyst

The Woodlands, TX · On-site

The Salesforce Data Analyst plays a key role in supporting the integrity, accuracy, and usability of business data across Salesforce and the internal systems that feed into it. The role partners with ...

New

McDaniel Metals LLC

Be Seen First

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 ...

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Showing results 1-20

All JobsData Analyst JobsData Analyst Jobs in Spring, TX

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 3, 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.
More about Data Analyst jobs
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 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:
Data Analyst jobs near you
Infographic showing various Data Analyst job openings in Spring, TX as of June 2026, with employment types broken down into 84% Full Time, and 16% Contract. Highlights an 84% In-person, and 16% Remote job distribution, with an average salary of $73,541 per year, or $35.4 per hour.
Data Analyst II

Data Analyst II

SAGIS PLLC

Houston, TX • On-site

Contractor

Medical, Dental, Vision, Life, Retirement, PTO

Posted 13 days ago

Job description

Sagis Diagnostics is an entirely physician-led sub-specialty pathology group supported by a CAP-accredited histology lab located in the heart of Houston, Texas. Led by a team of board-certified pathologists, our lab is at the forefront of diagnostic science. We offer the highest quality services to physicians, physician groups, ambulatory surgery centers, and hospitals.

One of our many strengths is we develop strong collaborative relationships with each of our referring physicians by offering accurate, prompt, and clear diagnoses in a personal and customized manner.

Position Overview-  Onsite in Houston, TX 77092


Sagis seeks a motivated Data Analyst II to support the needs of our Revenue Cycle Management, Financial, and Accounting Departments. You'll report to the Director of Data Architecture within the Innovation Team, but daily you will work closely with our financial analyst and RCM teams to deliver data-driven insights.

The ideal candidate will have solid data analysis skills, be eager to learn the healthcare revenue cycle, and be able to work independently or as part of a team.

Educational Requirements

  • Bachelor's degree in Computer Science, Statistics, Mathematics, Economics, or Business 
  • With 2-5 years of work-related experience

Key Responsibilities
Data Extraction and Analysis

  • 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 Analytics, Power BI, or DataBricks) to help identify trends in key metrics like charges, payments, denial rates, and DSO 
  • Support senior analysts in complex data analysis projects

Reporting and Documentation

  • Develop standard reports and maintain existing dashboards that track operations and revenue cycle performance 
  • Document data processes and maintain report specifications for team reference 
  • Assist in preparing presentations for leadership on key findings and recommendations

Process Support and Improvement

  • Work with all departments to gather requirements and understand data needs 
  • Assist in implementing solutions to improve workflows and revenue performance 

Compliance and Quality Assurance

  • Help monitor data quality and flag potential compliance issues 
  • Support efforts to ensure accurate lab and RCM practices through data validation 
  • Assist with regulatory reporting requirements

Team Collaboration

  • Work with billing staff, coding specialists, and other departments to understand their reporting needs 
  • Provide support to operational teams in understanding and using reports 
  • Collaborate with senior analysts on larger analytical projects
     

Technical Skills

  • Strong, demonstrable SQL skills - required (writing complex joins, CTEs, and aggregations against relational databases). Python or R is a plus. 
  • Experience with Zoho Analytics and/or Databricks is a huge plus (we use both heavily); experience with Power BI is also a plus. 
  • Experience with Microsoft Business Central is a strong plus (the Finance and Accounting team is adopting it). 
  • Understanding of relational databases and basic database concepts 
  • Advanced Excel skills - required (pivot tables, complex formulas, lookups, and financial modeling)
  • Healthcare Knowledge (Preferred but not required)
  • Basic understanding of healthcare revenue cycle concepts 

Analytical Skills

  • Strong problem-solving abilities and attention to detail 
  • Ability to work with large datasets and identify meaningful patterns 
  • Capability to learn new systems and processes quickly

Communication Skills

  • Good written and verbal communication skills 
  • Ability to explain technical concepts to non-technical users 
  • Comfortable asking questions and seeking clarification when needed
  • Success Indicators
  • Self-motivated with strong organizational skills 
  • Ability to manage multiple assignments and meet deadlines 
  • Eager to learn and grow within the healthcare analytics field 
  • Team player who takes initiative on assigned tasks 
  • Detail-oriented with a focus on accuracy 
  • Comfortable working in a fast-paced environment

At Sagis, we offer:

  • Medical, Dental, and Vision Insurance
  • Company-Paid Short-term and Long-term Disability, Basic Life, EAP
  • Voluntary Accident/Critical Illness/Life insurance
  • Fair Wages
  • 401(k) Contribution
  • Vacation
  • Paid Parental Leave
  • Floating Holidays
  • Scheduled Holidays
  • Comfortable work environment
  • Wellness Initiatives
  • Tuition Assistance
  • Job Training/Career Development
  • Great Team Leaders

Sagis Diagnostics is an Equal Opportunity Employer. We value diversity and are committed to creating an inclusive environment for all employees.
 

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