AT&T

Lead Data Analysis

AT&T$130K — $196K *
Information Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Experience in complex, multi-source enterprise data environments.
  • Knowledge of data quality, governance, and hierarchy management concepts.
  • Ability to analyze root causes and implement data quality improvements.
  • Experience supporting stable production data environments with issue resolution.
  • Proficiency in SQL (Snowflake preferred) and analytical tools like Python; AI tools experience is a plus.
  • Strong collaboration and communication skills across teams.
  • Experience with automation or AI/ML-enabled data maintenance is a plus.

Responsibilities

  • Collect, process, cleanse, and validate data from various sources.
  • Define and improve data rules, mappings, and transformations.
  • Identify and resolve data discrepancies across systems.
  • Monitor data quality and recommend corrective action.
  • Support data processes from pre-production to post-production.
  • Partner with various teams to ensure reliable data for decision-making.
  • Contribute to automation efforts to enhance operational efficiency.

Benefits

  • Medical/Dental/Vision coverage
  • 401(k) plan
  • Tuition reimbursement program
  • Paid Time Off and Holidays, minimum 23 days of vacation
  • Paid Parental Leave
  • Paid Caregiver Leave
  • Adoption Reimbursement
  • Disability Benefits (short and long term)
  • Life and Accidental Death Insurance
  • Employee Assistance Programs (EAP)
  • Extensive employee wellness programs
  • Employee discounts on eligible plans and services.
Full Job Description
This position requires office presence of a minimum of 5 days per week and is only located in the location(s) posted. No relocation is offered.

Overall Purpose: Lead Data Analysis professionals are responsible for ensuring the accuracy, integrity, and usability of enterprise data across multiple business applications and repositories. This role focuses on data collection, processing, mapping, quality improvement, discrepancy resolution, and interface support to maintain trusted data foundations. The position enables downstream reporting, analytics, and business decision-making by improving data reliability at scale.

Role Summary: This role is centered on improving and maintaining trusted enterprise data rather than owning dashboards or visualization deliverables. The Lead Data Analysis position supports data quality, governance, integrations, lifecycle management, and scalable issue resolution so business and analytics teams can rely on accurate data.

Key Responsibilities:

  • Collect, process, cleanse, and validate data from multiple internal and external sources.
  • Define, maintain, and improve data rules, mappings, transformations, and interface requirements.
  • Identify, investigate, and resolve data discrepancies across systems to improve accuracy, consistency, and reliability.
  • Monitor data quality, hierarchy integrity, and matching outcomes; recommend scalable corrective actions and logic improvements.
  • Support production data processes across the lifecycle, including pre-production validation, production issue resolution, and post-production monitoring.
  • Partner with business, analytics, and technology teams to ensure trusted data supports reporting, segmentation, and decision-making.
  • Contribute to automation and advanced data quality initiatives that reduce manual rework, operational risk, and downstream escalations.
  • Translate data issues into business impact and prioritize improvements that enhance efficiency, accuracy, and scalability.

Qualifications:

  • Experience working in complex, multi-source enterprise data environments.
  • Strong knowledge of data quality, data governance, hierarchy management, and account or customer matching concepts.
  • Ability to analyze root causes, assess downstream impacts, and implement durable data quality improvements.
  • Experience supporting production data environments with a focus on stability, scalability, and issue resolution.
  • Demonstrated proficiency using SQL (Snowflake preferred but SQL Server, Oracle, and Teradata are also relevant), analytical or data tools such as Python to analyze data, validate outputs, and resolve complex data issues; AI tool experience is a plus.
  • Strong collaboration, communication, and prioritization skills across business, analytics, and technology teams.
  • Experience supporting automation or AI/ML-enabled data maintenance initiatives is a plus.

Job Contribution: Recognized as an experienced professional with broad and in-depth knowledge, this role resolves complex data issues, leads significant initiatives with strategic autonomy, and influences decisions that improve enterprise data quality and operational performance. The position collaborates across teams, supports long-term data improvements, and may mentor less experienced staff.

Supervisor: No

TCP Career Step Differentiator: Manages complex data movement and storage from multiple sources, and high-level analytics to solve business problems.

Education/Experience: Bachelor’s degree preferred in Computer Science, Mathematics, Information Systems, or a related field. Typically requires 5+ years of relevant experience in data analysis, data quality, data management, or related disciplines. Certifications may be required in some areas.

Our Lead Data Analysis,  earns between$130,700 - $196,100. Not to mention all the other amazing rewards that working at AT&T offers. Individual starting salary within this range may depend on geography, experience, expertise, and education/training.

Joining our team comes with amazing perks and benefits

  • Medical/Dental/Vision coverage

  • 401(k) plan

  • Tuition reimbursement program

  • Paid Time Off and Holidays (based on date of hire, at least 23 days of vacation each year and 9 company-designated holidays)

  • Paid Parental Leave

  • Paid Caregiver Leave

  • Additional sick leave beyond what state and local law require may be available but is unprotected

  • Adoption Reimbursement

  • Disability Benefits (short term and long term)

  • Life and Accidental Death Insurance

  • Supplemental benefit programs: 8critical illness/accident hospital indemnity/group legal

  • Employee Assistance Programs (EAP)

  • Extensive employee wellness programs

  • Employee discounts up to 50% off on eligible AT&T mobility plans and accessories,

  • AT&T internet (and fiber where available) and AT&T phone

If you’re ready to make an impact on our business and your career, bring your bold ideas to a world of possibility.

Apply today!

Weekly Hours:

40

Time Type:

Regular

Location:

Dallas, Texas

Salary Range:

$130,700.00 - $196,100.00

About AT&T

Cricket Wireless is a U.S.-based company that offers prepaid wireless voice, text, and data services. Cricket Wireless was founded in 1999 by Leap Wireless International, Inc. Currently, it operates as a subsidiary of AT&T Inc.

AT&T Careers

Joining AT&T means becoming part of a global team known for driving innovation and leading the telecommunications industry. It's an opportunity to grow your career at one of the most diverse and resource-rich companies in the world. Work You'll Do At AT&T, we're not just about phone lines and data plans. We're about connecting people and fostering relationships. As a member of our team, you'll help deliver cutting-edge solutions across various sectors, ensuring that our services are not only available but also transformative. Lead with Innovation Embrace a role at AT&T where technology meets creativity. Our professionals lead the market in developing and deploying technology solutions that transform how people communicate and do business. We are pioneers in creating new paths for technology, with a focus on sustainable and responsible innovation. Join a Diverse and Inclusive Team AT&T is committed to diversity and inclusion, ensuring that all employees can thrive. We are proud to offer diversity training and leadership programs that empower our team members to grow professionally and personally. Our culture is one of inclusivity, where every voice is heard and valued. Explore Job Opportunities Whether you're looking for an entry-level position or a more senior role, AT&T offers a range of job opportunities across various fields. From engineering to marketing, our team is composed of skilled professionals who are leaders in their respective areas. Internship Programs Kickstart your career with an AT&T internship. Gain hands-on experience, work on real projects, and learn from leaders in the industry. Our internships provide a robust platform for learning and growth, helping you build skills that are crucial for future success. Benefits and Growth AT&T is dedicated to the growth and development of its employees. We offer comprehensive benefits, including health care, retirement plans, and continuous professional development opportunities. With resources like career coaching and resume workshops, we support your journey every step of the way. Networking and Professional Development Expand your professional network within AT&T through various networking events, mentorship opportunities, and collaborative projects. Our focus on career development is designed to help you reach your professional goals, enhancing your skills and preparing you for leadership roles. Stay Connected Join Our Team Discover the career you've always wanted by exploring the open positions at AT&T. We are constantly on the lookout for passionate, innovative, and driven individuals to join our team. Check out our current job listings and find where your skills and interests align with our needs. Keep Up to Date Stay informed with the latest career tips, company news, and industry insights—all from the professionals who are part of our team. AT&T is a place where you can make an impact, leading the way in the telecommunications industry. Job Alert Emails Customize your experience by signing up for job alerts that match your career preferences. Stay ahead of the curve and be the first to know about exciting and rewarding opportunities at AT&T. At AT&T, your career is poised for success, equipped with the right tools, culture, and team to make it happen. Join us and be part of a company that values innovation, leadership, and a diverse workforce.
Learn more about AT&T
Size
203,000 employees
Market Cap
$131.2 billion
Industry
Net Income
-$5.1 billion
Founded
1983
5 Year Trend
+0.6%
Revenue
$171.7 billion
NASDAQ

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