Lead Data Quality & Modeling
$109.9k - $157kGATX Rail
Founded in 1898 and headquartered in Chicago, IL, GATX Corporation (NYSE: GATX) is an industry leader with 125+ years of success—success that is powered by our people. We are proud of our high-performance culture, hard-working and enthusiastic management team, and beautiful office space in the Willis Tower. At GATX, we hire the best and offer our employees a dynamic, energetic, collaborative environment to enable them to make an impact from day one. Enjoy the perks and benefits of a global company with the close-knit culture and community of a much smaller one. In the same way we strive to empower our customers to propel the world forward, we are dedicated to providing our people with the tools and resources they need to advance in their careers. The Lead, Data Quality & Modeling is responsible for identifying and resolving issues in data accuracy, reliability, and consistency as well as supporting design of data models for both the Cloud Analytics Platform and GATX Custom Applications. They will ensure that data sources and designs meet business requirements and are compliant with vision, standards, and guidelines set forth by Data Governance and the overall IT organization. The incumbent is instrumental in ensuring continued improvement in the reliability and quality of GATX’s data resources in support of the operational, analytic and information needs of the business. The incumbent is also responsible for performing business and data analysis (BA/DA) activities related to the management of information resources required to support the business objectives of the organization. These activities include ensuring standardized data names and definitions, maintaining models in a repository, and determining data sources. They will be a key player in the development of databases and other data structures to minimize redundancy and maximize the compatibility of data among data stores. This includes playing the lead role in data modeling, data design, and developing requirements and design specifications for new and existing operational, data warehousing and analytic solutions. This role will support and influence the Data Governance program and practices through their IT and business. Responsibilities Data Quality Support Data Owners through data quality rule establishment and management. Promote compliance with data administration standards, policies, and procedures. Promote and develop data sharing strategies. Perform repository management. Establish and ensure compliance with data naming standards. Perform data quality reviews and recommend and institute improvements. Understand and execute technical knowledge of data administration, data quality, and metadata practices. Support the usage, activities, and quality of the platform, and its metadata via meetings and daily work to improve data governance metrics. Perform data quality (DQ) checks for production Data Assets to ensure accuracy, completeness, consistency, and timeliness. Support adherence to “QA” (quality assurance) processes ensuring they are applied to all DARI Data Assets, reports, and dashboards. Work closely with developers to ensure performance to DQ metrics, and accuracy and completeness of technical metadata and lineage. Implement DQ monitoring processes to identify and address data inconsistencies, duplicates and inaccuracies. Perform data cleansing and remediation activities, in accordance with GATX strategy, to improve data quality across systems. Serve as liaison between Data Owners and Data Engineers to effectively implement data quality rules and standards. Create and perform training on various Data Quality elements as necessary. Create standard documentation to ensure best practices are followed and maintain efficiency, as needed. Data Analysis Work with business representatives to understand the current and desired business processes at GATX. Understand business processes and how underlying applications/data can support and enable related processes. Assess, analyze, and refine requirements as part of defined projects and initiatives. Focus should be on both long-term initiatives and rapid, simple changes where business value can be achieved. Assist in post-implementation continuous improvement efforts and production support. Provide technical knowledge and solutions for current ETL and Reporting tools. Provide data analysis and problem resolution for production data warehousing / data mart issues, including the most complex technical problems. Maintain close communication with business counterparts and IT staff involved in the resolution of challenging data problems. Data Modeling Work with IT and business counterparts in the development and maintenance of data and analytic solutions for the enterprise. Demonstrate expert-level creation, troubleshooting, and tuning of complex SQL queries and database objects (views) in support of both application development and analytic efforts. Consolidate/transcribe multiple logical application and ERP data models into an enterprise-wide data model and analytic model. Enhance and maintain the technical metadata repository. Work closely with Business Application Development teams and Data Warehousing teams in the performance of project-specific data tasks pertaining to the enterprise-wide data model. Work with Architects and Business Analysts to generate data models and implement data modeling concepts to satisfy business requirements. Coordinate new data development to ensure that it is consistent and well-integrated with existing data structures. Coordinate enhancements and maintenance of data changes. Perform data analysis and design and create business object and logical data models working with other IT and Data, Analytics, Reporting and Integration (DARI) team members. Ensure continued improvement in the reliability and quality of GATX’s information architecture in support of the operational, informational and analytic needs of the business. Maintain a strong technical knowledge of data administration, data quality, and metadata practices in accordance with IT and DARI Data Governance policies. Timing in this activity is expected to be split evenly between Cloud Analytics Platform and GATX Custom Applications, however, shifts due to projects can be expected. Support the creation and tuning of SQL queries and database objects (views) in support of both application development and analytic efforts. Qualifications Bachelor’s degree in Computer Science, Engineering or other relevant technical discipline required; concentrations in Data Management, Reporting/Analytics and Data Warehousing preferred. Minimum of 7 years of expert-level SQL experience, with demonstrated ability to write advanced queries, design and maintain complex views, and develop, troubleshoot, and performance-tune SQL solutions. Minimum of 7 years of related experience in a corporation of comparable size and complexity to GATX. Minimum of 6 years of experience working with Online Transaction Processing (OLTP) and Online Analytical Processing (OLAP) database design patterns. Experience writing Oracle PL/SQL is optional but strongly desired. Proficient in the use of Microsoft Office Suite, including Word, Excel, PowerPoint (Teams and SharePoint a plus). Excellent interpersonal skills with the ability to communicate at all levels of the organization. Knowledge and experience in applying structured problem-solving practices; formal training relevant certification is desirable. Must be able to understand and translate application and business requirements into logical data models and apply appropriate normalization techniques. Must possess an in-depth knowledge of systems development life cycle, entity relationship diagrams and other logical data modeling techniques, as well as technical data management concepts, tools, and techniques. Must possess an in-depth knowledge of enterprise data modeling techniques including dimensional and third normal form modeling. Demonstrated experience building and tuning data models for both transactional applications and analytic / business intelligence systems. Demonstrated experience in data resource function related tools (ETL, Erwin, Hackolade, Toad, Reporting/Query) required. Solid working knowledge of relational databases, specifically Oracle. Experience in Postgres is a desirable. Experience in Business Intelligence tools such as Power BI. Understanding of custom built as well as COTS (Commercial, off-the-shelf) systems and technology. Project management skills. Understanding and application of project management, estimating, forecasting, planning, scheduling and risk management concepts and techniques. Other Occasional travel is expected Occasional work on nights and weekends to support production environment and meet project demands and deadlines Salary range As of the post date, the salary range for this position is:
$109,900.00 USD - $157,000.00 USD
This range is a reasonable estimate and takes into account several factors that are considered in making compensation decisions, including, but not limited to, geographic location, skill set, experience, education, training, internal equity, and other business needs. This role may be eligible to participate in the Company’s short-term incentive plan, the details of which will be provided to the applicant upon hire. Posting Duration This posting will remain open until the role is filled. #J-18808-Ljbffr GATX$95.1k - $163.1k
...second line of defense, perform independent model validations and support oversight of the... ...judgment to evaluate model input data, conceptual soundness, performance, implementation... ...evaluation of methodologies, conclusion quality, and appropriateness of findings....DataQualityFull timeTemporary workPart timeWork from home3 days per week$109.9k - $157k
GATX in Chicago is seeking a Lead, Data Quality & Modeling to ensure data accuracy and compliance for the Cloud Analytics Platform. This role involves establishing data quality standards, performing data analysis, and supporting data governance practices. The ideal candidate...DataQuality- ...the payment lifecycle and our industry-leading solutions facilitate seamless... ...experimenting, developing, and implementing high-quality machine learning models, services, and platforms to... ...executing highly scalable and dependable data processing pipelines, conducting analysis...DataQuality
$50 - $60 per hour
...DataAnnotation is committed to creating high-quality AI. Enjoy the flexibility of remote work... ...new area – teaching AI Assistant models to be a more useful tool for finance professionals... ...financial analysis, financial modeling, data analysis, and other reasoning exercises...DataQualityHourly payContract workFor contractorsWork experience placementRemote work- ...the financial industry. As a Lead Cybersecurity Architect at... ...team that works to develop high-quality cybersecurity solutions for various... ...habits and awareness of data sensitivity. Ability to assess... ...Conduct and maintain threat models for agentic systems, MCP servers...DataQuality
- ...requests. As an AI/ML Governance Lead - Vice President within the... ...& Investment Bank's Digital, Data and Artificial Intelligence... ...analytics ownership operating model, including clear roles, responsibilities... ...Serve as a liaison and quality control point for audit,...DataQuality
- ...help us develop game-changing, high-quality solutions. As a Senior Lead Architect at JPMorganChase within... ...target state architecture across cloud, data, and AIâadjacent systems. Job... ...technologies, patterns, and delivery models Promote a culture of...DataQualityFor contractors
$123k - $150k
...Summary:The AI Solutions Lead will work directly with lawyers and... ...connect to the firm’s documents and data. In addition, the incumbent... ...cycles — comparing outputs across model versions, prompt variants, and edge cases — to maintain quality and consistency standards....DataQualityContract work- ...Health Media in Chicago is seeking a Manager of Data Enablement to support data governance and ensure accurate data collection and quality. The ideal candidate will have 3 to 5 years... ...mentoring internal teams, maintaining data models, and collaborating with stakeholders in the...DataQuality
- ...an experienced Senior Manager / Lead to drive the delivery of Pricing & Profitability Models for a leading credit card client... ...analytics teams to ensure high-quality project execution. The ideal candidate... ...of experience in analytics and data science within the Banking or...DataQuality
$127.5k - $142.5k
...countries and counting. Our unique model drives creativity and... ...impactful results. Role: Strategy Lead Location: Remote, Chicago... ...content strategy, and with the Data Analyst on measurement. Three... ...automation opportunities, and data quality requirements Cross-Channel...DataQualityLocal areaRemote workFlexible hours$190k - $230k
...AI User Experience Reliability Lead to define and drive the... ...Chicago, IL. What You’ll Do AI Quality Behavioral Reliability Define... ...scorecards, and quality validation for models, prompts, retrievers, and task... ..., metrics, traces, and data needed to understand AI behavior...DataQualityLocal areaRemote work$185k - $200k
...strategies. Ascot offers clients leading financial security while... ...decision‑making, efficiency, and quality of outcomes. This role requires... ...Vice President, Predictive Modeling & AI Strategy, the AI Governance... ...and ensure contracts reflect data security and accountability requirements...DataQualityTemporary workWork at officeFlexible hours- ...logistics, and warehouse operations. Design, develop, and maintain data models (ER models) to support system integrations, reporting, and... ...ERP, WMS, and other enterprise applications. Ensure data quality, integrity, and consistency across integrated systems and platforms...DataQualityRelocation
$160k - $180k
...Lead Architect Location: Chicago, IL, United States Salary Range... ...in Digital Workplace, Cloud & Data Center, Networking, Security,... ...be on point for crafting high-quality, concise, compelling, and competitive... ...based on global delivery models. Perform effort estimation, cost...DataQualityContract work$144k - $180k
...As a Program Lead here at Honeywell, you will play a crucial role... ...approved cost, schedule, and quality requirements Serve as the primary... ...and project reporting data Support Sales by reviewing customer... ...pricing tools, and forecasting models Lead and support development of...DataQualityPermanent employmentTemporary workFor contractorsWork experience placementFlexible hours$150.16k
...Description CDM Smith is seeking a Lead Enterprise Architect to join... ..., standards, and governance models grounded in TOGAF... ...across business, application, data, and technology layers. • Designs... ...code review responsibility). Quality & Alignment • Ensure...DataQualityH1bRemote work- ...evaluate three potential service delivery models : Model: Description Full Outsourcing:... ...Supervisor 1 Payroll Clerk 1 Payroll State Data Reporting/Comptroller 3. SCOPE OF... ...for both scenarios Transition Strength - Quality and feasibility of transition plan Technology...DataQualityContract work
- ..., and sessions into modular dbt models (staging, core, mart layers). Establish... ...logic, query tuning). Lead the migration strategy, roadmap,... ...using dbt tests (schema tests, data tests, custom tests) and integrate with broader data quality checks. Set up and maintain dbt...DataQualityPermanent employmentContract workLocal area
$120.18k - $172.81k
...Trenchless Geotechnical Team Lead will report to the Trenchless... ...team to integrate geotechnical data into project deliverables. Expected... ...and cross sections. Perform quality control of geological data and... ...subsurface parameters for models such as hydraulic fracture and...DataQualityLocal areaRemote work$92.6k - $144.1k
...Lead Product Manager ITSM/ITOM Essential Responsibilities Provide expert leadership... ...operational health of the CMDB and CSDM data model, ensuring configuration data is accurate,... ...engagement, and measurement of change quality and effectiveness. Drive Incident and Problem...DataQualityFull timeTemporary workPart timeWork from home3 days per week$137.4k - $233.6k
...most sophisticated clients using leading technology and exceptional... ...external account connectivity and data ingestion across the Wealth... ...representation, planning‑oriented data models, and complex client scenarios... ...that balances scope, pace, quality, budget, and delivery risk....DataQuality- Lead US -TA At ProcDNA | Pharma & life Sciences | Ex Source.One |... ...etc., enjoys working on complex data sets to help clients solve... ...with clients to structure and model the data to solve complex business... ...multiple stakeholders with a quality‑focused approach. Able to...DataQualityFull time
- ...Crimson Education is the world’s leading college admissions consulting... ...-led guidance and proven, data-driven strategies. Crimson students... ...will be to role-model for and directly manage Rise Strategists... ...predictably excellent service quality: Recruiting, interviewing, onboarding...DataQualityImmediate startRemote workWorldwideFlexible hours
- ...an Enterprise PLM Functional Lead to oversee the end-to-end delivery... ..., upgrades, integrations, data migrations, and process improvements... ..., validation, and data model optimization. Lead training,... ...technical teams to ensure high-quality execution. Requirements About...DataQuality
$74k - $138k
...Influence skills - In-depth Data driven decision making - In-depth... ...description. The work Hybrid model is currently 2-3 days in the... ...delivery and shared objectives Leads communication planning and... ...accuracy, timeliness, and high-quality delivery aligned with business...DataQualityPart timeWork at officeLocal area- Structural Office Lead (Mission Critical / Data Centers) - Chicago Company: Confidential Location: Chicago... ...mix) Build a culture centered on quality, accountability, collaboration, and growth... ...Familiarity with fast‑track delivery models and contractor‑led coordination...DataQualityFor contractorsWork at officeFlexible hours
- ...narratives Partner with Senior Content Lead and SMEs to translate complex research and data‑driven insights into clear,... ...playbooks Deliver high‑quality campaign and asset execution with... ...collaborative culture. Hybrid Working Model We are committed to giving our employees...DataQualityWork from homeFlexible hours
- ...into impact by bringing together data, science, technology and human... ...but share a passion for quality customer service and dedication... ...Content Strategy, the Content Lead will collaborate closely with... ...we work | ZS. Hybrid working model: We are committed to giving our...DataQualityWork at officeLocal areaWork from homeWorldwideFlexible hoursDay shift
- ...Title : Self Pay Collection Team Lead Reports to : Single Business... ...to increase production, quality and patient collections. Responds... ...ability to analyze and interpret data, good problem‑solving skills... ...uses personal experiences to model and teach within organization'...DataQualityWork at office
Do you want to receive more vacancies?
Subscribe and receive similar vacancies to Lead Data Quality & Modeling. Be the first to apply!



