Data Engineer
Atlanta, GA · On-site
$110K - $132K/yr
Excellent documentation, communication, and stakeholder management skills; comfortable operating as the technical translator between analytical domain experts and data engineering teams (when ...
Atlanta, GA · On-site
$110K - $132K/yr
Excellent documentation, communication, and stakeholder management skills; comfortable operating as the technical translator between analytical domain experts and data engineering teams (when ...
Atlanta, GA · On-site
$110K - $132K/yr
Excellent documentation, communication, and stakeholder management skills; comfortable operating as the technical translator between analytical domain experts and data engineering teams (when ...
Atlanta, GA · On-site
$110K - $132K/yr
Excellent documentation, communication, and stakeholder management skills; comfortable operating as the technical translator between analytical domain experts and data engineering teams (when ...
Atlanta, GA · On-site
$110K - $132K/yr
Excellent documentation, communication, and stakeholder management skills; comfortable operating as the technical translator between analytical domain experts and data engineering teams (when ...
$110K - $132K/yr
Excellent documentation, communication, and stakeholder management skills; comfortable operating as the technical translator between analytical domain experts and data engineering teams (when ...
$110K - $132K/yr
Excellent documentation, communication, and stakeholder management skills; comfortable operating as the technical translator between analytical domain experts and data engineering teams (when ...
Atlanta, GA · On-site
$110K - $132K/yr
Excellent documentation, communication, and stakeholder management skills; comfortable operating as the technical translator between analytical domain experts and data engineering teams (when ...
Atlanta, GA · On-site
$110K - $132K/yr
Excellent documentation, communication, and stakeholder management skills; comfortable operating as the technical translator between analytical domain experts and data engineering teams (when ...
Atlanta, GA · On-site
$173K - $223K/yr
VP, AI & Data Engineering Who are we, and what do we do? Edible Brands ® was launched ... Proven experience managing and growing junior technical talent into high performers. * Experience ...
Quick apply
Atlanta, GA · On-site
$173K - $223K/yr
VP, AI & Data Engineering Who are we, and what do we do? Edible Brands ® was launched ... Proven experience managing and growing junior technical talent into high performers. * Experience ...
Atlanta, GA · On-site +1
$110K - $132K/yr
Contribute to data architecture, governance, naming standards, documentation, and reusable engineering patterns. Use Azure DevOps, Git, branching strategies, and CI/CD practices to manage source ...
Atlanta, GA · On-site +1
$110K - $132K/yr
Contribute to data architecture, governance, naming standards, documentation, and reusable engineering patterns. Use Azure DevOps, Git, branching strategies, and CI/CD practices to manage source ...
Atlanta, GA · Hybrid
$111K - $145K/yr
Partner with engineering and data teams to find solutions to data issues within a complex system ... with experience managing issues externally * 2+ years demonstrated ability to work with large ...
Atlanta, GA · Hybrid
$111K - $145K/yr
Partner with engineering and data teams to find solutions to data issues within a complex system ... with experience managing issues externally * 2+ years demonstrated ability to work with large ...
Atlanta, GA · On-site
$101K - $138K/yr
Lead, grow, and mentor a data engineering team in developing, maintaining, and monitoring data solutions for clients * Assist in defining client solutions and support managing their delivery How You ...
Atlanta, GA · On-site
$101K - $138K/yr
Lead, grow, and mentor a data engineering team in developing, maintaining, and monitoring data solutions for clients * Assist in defining client solutions and support managing their delivery How You ...
Atlanta, GA · On-site
... Manage and lead a technical team responsible for data engineering and analysis. • focusing on individual's professional development as well as overall team health and technical proficiency on their ...
Atlanta, GA · On-site
... Manage and lead a technical team responsible for data engineering and analysis. • focusing on individual's professional development as well as overall team health and technical proficiency on their ...
Team management experience in a global enterprise environment. This role will manage data engineers and coordinate activity across a globally distributed team spanning several departments working ...
Team management experience in a global enterprise environment. This role will manage data engineers and coordinate activity across a globally distributed team spanning several departments working ...
Decatur, GA · On-site
$103K - $140K/yr
Collaborate with cloud engineering teams to deploy and manage data solutions on Azure * Monitor, troubleshoot, and improve pipeline performance using logging, alerting, and CI/CD practices * Document ...
Decatur, GA · On-site
$103K - $140K/yr
Collaborate with cloud engineering teams to deploy and manage data solutions on Azure * Monitor, troubleshoot, and improve pipeline performance using logging, alerting, and CI/CD practices * Document ...
$103K - $140K/yr
Collaborate with cloud engineering teams to deploy and manage data solutions on Azure * Monitor, troubleshoot, and improve pipeline performance using logging, alerting, and CI/CD practices * Document ...
$103K - $140K/yr
Collaborate with cloud engineering teams to deploy and manage data solutions on Azure * Monitor, troubleshoot, and improve pipeline performance using logging, alerting, and CI/CD practices * Document ...
Decatur, GA · On-site
$103K - $140K/yr
Collaborate with cloud engineering teams to deploy and manage data solutions on Azure * Monitor, troubleshoot, and improve pipeline performance using logging, alerting, and CI/CD practices * Document ...
Quick apply
Decatur, GA · On-site
$103K - $140K/yr
Collaborate with cloud engineering teams to deploy and manage data solutions on Azure * Monitor, troubleshoot, and improve pipeline performance using logging, alerting, and CI/CD practices * Document ...
Atlanta, GA · On-site
$110K - $132K/yr
This includes building ingestion pipelines, managing data stores, implementing quality and ... Minimum Qualifications * 4+ years of data engineering experience, with demonstrated ability to ...
Atlanta, GA · On-site
$110K - $132K/yr
This includes building ingestion pipelines, managing data stores, implementing quality and ... Minimum Qualifications * 4+ years of data engineering experience, with demonstrated ability to ...
Atlanta, GA · On-site
$90K - $150K/yr
This includes building ingestion pipelines, managing data stores, implementing quality and ... Minimum Qualifications * 4+ years of data engineering experience, with demonstrated ability to ...
Atlanta, GA · On-site
$90K - $150K/yr
This includes building ingestion pipelines, managing data stores, implementing quality and ... Minimum Qualifications * 4+ years of data engineering experience, with demonstrated ability to ...
Atlanta, GA · On-site
$147K/yr
... cloud engineering teams to deploy and manage data solutions on Azure • Monitor, troubleshoot, and improve pipeline performance using logging, alerting, and CI/CD practices • Document data ...
Quick apply
Atlanta, GA · On-site
$147K/yr
... cloud engineering teams to deploy and manage data solutions on Azure • Monitor, troubleshoot, and improve pipeline performance using logging, alerting, and CI/CD practices • Document data ...
Atlanta, GA · On-site
$147K/yr
... cloud engineering teams to deploy and manage data solutions on Azure • Monitor, troubleshoot, and improve pipeline performance using logging, alerting, and CI/CD practices • Document data ...
Atlanta, GA · On-site
$147K/yr
... cloud engineering teams to deploy and manage data solutions on Azure • Monitor, troubleshoot, and improve pipeline performance using logging, alerting, and CI/CD practices • Document data ...
Atlanta, GA · On-site
$147K/yr
... cloud engineering teams to deploy and manage data solutions on Azure • Monitor, troubleshoot, and improve pipeline performance using logging, alerting, and CI/CD practices • Document data ...
Quick apply
Atlanta, GA · On-site
$147K/yr
... cloud engineering teams to deploy and manage data solutions on Azure • Monitor, troubleshoot, and improve pipeline performance using logging, alerting, and CI/CD practices • Document data ...
Atlanta, GA · On-site
$147K/yr
... cloud engineering teams to deploy and manage data solutions on Azure • Monitor, troubleshoot, and improve pipeline performance using logging, alerting, and CI/CD practices • Document data ...
Quick apply
Atlanta, GA · On-site
$147K/yr
... cloud engineering teams to deploy and manage data solutions on Azure • Monitor, troubleshoot, and improve pipeline performance using logging, alerting, and CI/CD practices • Document data ...
Atlanta, GA · On-site
$147K/yr
... cloud engineering teams to deploy and manage data solutions on Azure • Monitor, troubleshoot, and improve pipeline performance using logging, alerting, and CI/CD practices • Document data ...
Atlanta, GA · On-site
$147K/yr
... cloud engineering teams to deploy and manage data solutions on Azure • Monitor, troubleshoot, and improve pipeline performance using logging, alerting, and CI/CD practices • Document data ...
| Aspect | Manager Data Engineering | Data Engineer |
|---|---|---|
| Required Credentials | Bachelor's or Master's in CS, Data Science, or related; often leadership experience | Bachelor's or higher in CS, IT, or related; technical certifications optional |
| Work Environment | Team leadership, project management, strategic planning | Data pipeline development, coding, data modeling |
| Employer & Industry Usage | Tech companies, finance, healthcare, where data teams are common | Data-focused roles across various industries |
The main difference is that Manager Data Engineering oversees data teams and projects, focusing on strategy and leadership, while Data Engineers handle the technical implementation of data pipelines and infrastructure. Managers typically have more experience and leadership skills, whereas Data Engineers are more hands-on with coding and data architecture.

$110K - $132K/yr
Full-time
Medical, Dental, Vision, Life, Retirement
Re-posted 7 days ago
7.5
Based on 153 frontline employees who took The Breakroom Quiz
76th of 160 rated real estate companies
Job Title
Data EngineerJob Description Summary
Key Objectives:Job Description
Time Series Data Engineering, Maintenance & Automation (40%)
Prototype, build and maintain automated data pipelines for ingesting, transforming, and storing CRE and macroeconomic datasets used in forecasting models.
Ensure data integrity and consistency across all QIG's inputs and outputs through rigorous validation and quality control procedures. Design and enforce structured data interfaces and integration patterns to ensure consistent ingestion and interoperability across internal and external data sources.
Work closely with cross-functional partners to define, refine, and validate data quality rules, using both automated checks and hands-on analysis to ensure outputs meet analytical expectations.
Performs exploratory data analysis and profiling on raw and processed datasets to validate pipeline outputs and identify anomalies or inconsistencies.
Partner with PRI (Property Research & Intelligence), TDS (Technology Data Solutions), GIS (Geographic Information System) and forecasting team to ensure governance of time series data, as revisions to geography-based competitive sets can occur.
Collaborate with PRI, TDS/GIS and other QIG teams to integrate internal and external data sources into infrastructure deployed by QIG teams.
Ensure Global Think Tank, Americas Research and other stakeholders have access to relevant time series (and forecast) data via various tools and capabilities in coordination with QIG leads. Work iteratively with partners to refine data outputs, validate usability, and adjust underlying pipelines or transformations as needed to meet evolving analytical requirements.
Technical Support (40%)
Create and maintain documentation of any synthetic data model architecture, data flows, and diagnostic procedures. Have strong grasp of field-level data lineage and traceability to support transparency, reproducibility, and downstream analytical confidence.
Partner with Head of Data Science & Geospatial Analytics to build state-of-the-art, novel real estate dataset, with additional relevant data geospatially integrated (e.g., demographics, socioeconomic data, zoning or flood maps, climate or walk score information); produce detailed specifications that guide engineering implementation.
Develop internal documentation and process automation, and serve as expert on the integration, application and processing of internal data, 3rd party vendor data and other public data (e.g., Census TIGER, IPUMS) as appropriate with QIG leads.
Advise, integrate and execute normalization methods with internal and external partners, co-developing approaches with technology teams when necessary and validating outputs through hands-on implementation and analysis.
Identify new data use cases for proprietary data, ensure appropriate cleaning and normalization techniques so data can be used in statistical, econometric and other commercial analytics applications.
Infrastructure Enhancement & Collaboration (20%)
Contribute to evolution of the QIG data infrastructure by identifying opportunities for efficiency gains, automation, and scalability.
Support the integration of emerging technologies (e.g., ML/AI, advanced lakehouse patterns) into data workflows under guidance from senior team members through hands-on experimentation, prototyping, or coordination with TDS as needed.
Coordinate with TDS and PRI on internal data and technology initiatives; contributing hands-on development or feedback where appropriate to scale, optimize, and productionize solutions in support of QIG capabilities.
Serve as the key liaison for all external data dependencies; monitor the evolution of 3rd party data products and capabilities, assess their fit against QIG analytical requirements, and produce intake specifications when new sources are approved for integration. As needed, partner with technology teams to evaluate and integrate internally managed data sources.
When/where appropriate, maintain a living requirements register and change log that tracks open data engineering requests, their status in the TDS backlog, acceptance criteria, and QIG sign-off outcomes.
Requirements:
Bachelor's or Master's degree in Data Engineering, Data Science, Computer Science, Statistics, or a related technical field. Advanced degree a plus.
5-7 years of experience in data engineering or a hybrid analytical/engineering role, preferably in a forecasting or analytics/production environment. Real estate experience a plus.
Strong proficiency in Python/R, SQL, Databricks, Delta Lake and data pipeline frameworks (e.g., medallion architecture).
Experience with time series data, econometric / data science modeling workflows, and automation tools.
Familiarity with cloud platforms (e.g., Azure, AWS) and version control systems.
Demonstrated ability to operate in a collaborative, cross-functional environment, contributing both independently and alongside engineering and analytical teams to deliver data solutions.
Comfort working in iterative development settings, balancing hands-on execution with stakeholder collaboration and continuous feedback.
Strong attention to detail and commitment to data quality.
Excellent documentation, communication, and stakeholder management skills; comfortable operating as the technical translator between analytical domain experts and data engineering teams (when appropriate).
Excellent documentation and communication skills for technical audiences. Ability to participate meaningfully in engineering discussions.
Exposure to geospatial data concepts and CRE or macroeconomic datasets.
Experience working with agile/scrum delivery models in a data and analytics context.
In compliance with the Americans with Disabilities Act Amendments Act (ADAAA), if you have a disability and would like to request an accommodation in order to apply for a position at Cushman & Wakefield, please call the ADA line at 1-888-365-5406 or emailAccommodations@cushwake.com. Please refer to the job title and job location when you contact us.
INCO: "Cushman & Wakefield"Get the full story on Breakroom