... comparable extract, transform, and load tools to support SAP S/4HANA data extraction, transformation, validation, and loading, including migration strategy, data quality, mock conversions ...
... comparable extract, transform, and load tools to support SAP S/4HANA data extraction, transformation, validation, and loading, including migration strategy, data quality, mock conversions ...
Senior Data Engineer (AWS, Azure, GCP)
Denver, CO · On-site
$109K - $148K/yr
Advanced level proficiency with at least one ETL / Data Orchestration technology (Azure Data Factory, SSIS, Informatica, Alteryx, Ab Initio, Pentaho, Talend, Matillion) * Experience cloud-based data ...
Senior Data Engineer (AWS, Azure, GCP)
Denver, CO · On-site
$109K - $148K/yr
Advanced level proficiency with at least one ETL / Data Orchestration technology (Azure Data Factory, SSIS, Informatica, Alteryx, Ab Initio, Pentaho, Talend, Matillion) * Experience cloud-based data ...
Data Engineer (Remote)
Denver, CO · Remote
$117K - $141K/yr
Develop, implement, and maintain ETL processes to ingest, clean, and transform complex health care data into our application data platforms. * Automate manual processes and to optimize data ...
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Data Engineer (Remote)
Denver, CO · Remote
$117K - $141K/yr
Develop, implement, and maintain ETL processes to ingest, clean, and transform complex health care data into our application data platforms. * Automate manual processes and to optimize data ...
Data Analyst
Denver, CO · On-site +1
$80K - $100K/yr
Data integration * ETL Development Qualifications: * Bachelor's Degree in Analytics, Economics, Mathematics, Computer Science or a related Field * 1-3 Years of Relevant job experience * SQL Required
Data Analyst
Denver, CO · On-site +1
$80K - $100K/yr
Data integration * ETL Development Qualifications: * Bachelor's Degree in Analytics, Economics, Mathematics, Computer Science or a related Field * 1-3 Years of Relevant job experience * SQL Required
Azure Data Engineer
Denver, CO · On-site
$117K - $141K/yr
Azure Data pipeline, Azure Data Factory * ETL Transformation & Process * PostgreSQL, CosmosDB Detailed * Talent should have more than 7 years of IT experience and very good knowledge and Data ...
Azure Data Engineer
Denver, CO · On-site
$117K - $141K/yr
Azure Data pipeline, Azure Data Factory * ETL Transformation & Process * PostgreSQL, CosmosDB Detailed * Talent should have more than 7 years of IT experience and very good knowledge and Data ...
ERP Data Migration Consultant (ETL/SQL Specialist) ERP Advisors Group (Lakewood, CO) is expanding fast - Looking for a dedicated ERP Data Migration Consultant (ETL/SQL Specialist). ERP Advisors Group ...
ERP Data Migration Consultant (ETL/SQL Specialist) ERP Advisors Group (Lakewood, CO) is expanding fast - Looking for a dedicated ERP Data Migration Consultant (ETL/SQL Specialist). ERP Advisors Group ...
Data Analyst
Denver, CO · Remote
$80K - $100K/yr
Data integration * ETL Development Qualifications: * Bachelor's Degree in Analytics, Economics, Mathematics, Computer Science or a related Field * 1-3 Years of Relevant job experience * SQL Required
Data Analyst
Denver, CO · Remote
$80K - $100K/yr
Data integration * ETL Development Qualifications: * Bachelor's Degree in Analytics, Economics, Mathematics, Computer Science or a related Field * 1-3 Years of Relevant job experience * SQL Required
Senior Data Architect-ETL - Big DATA- DOD SECRET with Security Clearance
Colorado Springs, CO · On-site
$66.50 - $88.75/hr
Develop and maintain data models, ETL processes, and data integration strategies. Ensure data quality, consistency, and security across all data platforms. Optimize database performance and ...
Senior Data Architect-ETL - Big DATA- DOD SECRET with Security Clearance
Colorado Springs, CO · On-site
$66.50 - $88.75/hr
Develop and maintain data models, ETL processes, and data integration strategies. Ensure data quality, consistency, and security across all data platforms. Optimize database performance and ...
Description: ERP Advisors Group (Lakewood, CO) Is expanding fast - Looking for a dedicated ERP Data Migration Consultant (ETL/SQL Specialist) Why you should join our group: ERP Advisors Group is ...
Description: ERP Advisors Group (Lakewood, CO) Is expanding fast - Looking for a dedicated ERP Data Migration Consultant (ETL/SQL Specialist) Why you should join our group: ERP Advisors Group is ...
Extract, transform, and load (ETL) data from various sources (e.g., databases, APIs, cloud storage) using Power Query (M language). * Ensure data quality and accuracy through data validation and ...
Extract, transform, and load (ETL) data from various sources (e.g., databases, APIs, cloud storage) using Power Query (M language). * Ensure data quality and accuracy through data validation and ...
ERP Advisors Group (Lakewood, CO) Is expanding fast - Looking for a dedicated ERP Data Migration Consultant (ETL/SQL Specialist) Why you should join our group: ERP Advisors Group is seeking a ...
ERP Advisors Group (Lakewood, CO) Is expanding fast - Looking for a dedicated ERP Data Migration Consultant (ETL/SQL Specialist) Why you should join our group: ERP Advisors Group is seeking a ...
ERP Advisors Group (Lakewood, CO) Is expanding fast - Looking for a dedicated ERP Data Migration Consultant (ETL/SQL Specialist) Why you should join our group: ERP Advisors Group is seeking a ...
ERP Advisors Group (Lakewood, CO) Is expanding fast - Looking for a dedicated ERP Data Migration Consultant (ETL/SQL Specialist) Why you should join our group: ERP Advisors Group is seeking a ...
Description ERP Advisors Group (Lakewood, CO) Is expanding fast - Looking for a dedicated ERP Data Migration Consultant (ETL/SQL Specialist) Why you should join our group: ERP Advisors Group is ...
Description ERP Advisors Group (Lakewood, CO) Is expanding fast - Looking for a dedicated ERP Data Migration Consultant (ETL/SQL Specialist) Why you should join our group: ERP Advisors Group is ...
Data Engineer II
Littleton, CO · On-site
$126K/yr
Data streaming technologies (Kafka). * ETL (Extract, Transform, and Load) concepts * Querying and designing databases using MySQL, MS SQL or Oracle SQL. * WindRiver Studio Cloud Platform (or other 5G ...
Data Engineer II
Littleton, CO · On-site
$126K/yr
Data streaming technologies (Kafka). * ETL (Extract, Transform, and Load) concepts * Querying and designing databases using MySQL, MS SQL or Oracle SQL. * WindRiver Studio Cloud Platform (or other 5G ...
Extract, Transform, Load (ETL) concepts and tools - 3+ years * Structured Query Language (SQL) - 3+ years * PHP - 2+ years * jQuery - 2+ years * JavaScript - 2+ years Additional Information All your ...
Extract, Transform, Load (ETL) concepts and tools - 3+ years * Structured Query Language (SQL) - 3+ years * PHP - 2+ years * jQuery - 2+ years * JavaScript - 2+ years Additional Information All your ...
Data Engineer
Denver, CO · On-site
$120K/yr
The Data Engineer is responsible for supporting the extract, transform, and load processes of our industrial internet of things (IoT) data and enterprise data. This position is full-time salaried ...
Data Engineer
Denver, CO · On-site
$120K/yr
The Data Engineer is responsible for supporting the extract, transform, and load processes of our industrial internet of things (IoT) data and enterprise data. This position is full-time salaried ...
We are seeking a Senior Data Governance Specialist with deep expertise in ETL processes (SSIS) , and the healthcare domain , specifically working with payer data . This is an onsite role based in ...
We are seeking a Senior Data Governance Specialist with deep expertise in ETL processes (SSIS) , and the healthcare domain , specifically working with payer data . This is an onsite role based in ...
Data Engineer II
Littleton, CO · On-site
$116K/yr
Job Duties and Responsibilities Data Engineer II sought by DISH Wireless in Littleton, CO. Maintain ... Kafka, Spark Streaming, PostgreSQL, NoSQL (MongoDB), ETL (Extract, Transform, Load) concepts ...
Data Engineer II
Littleton, CO · On-site
$116K/yr
Job Duties and Responsibilities Data Engineer II sought by DISH Wireless in Littleton, CO. Maintain ... Kafka, Spark Streaming, PostgreSQL, NoSQL (MongoDB), ETL (Extract, Transform, Load) concepts ...
NAVA Software is looking for a Sr. Data Developer-Lead Details: Profile: Sr. Data Developer-Lead ... Technically will oversee ETL and Tableau work of the team. * Candidates must complete SQL screening ...
NAVA Software is looking for a Sr. Data Developer-Lead Details: Profile: Sr. Data Developer-Lead ... Technically will oversee ETL and Tableau work of the team. * Candidates must complete SQL screening ...
Senior Data Architect
Colorado Springs, CO · On-site
$66.50 - $88.75/hr
Develop and maintain data models, ETL processes, and data integration strategies. * Ensure data quality, consistency, and security across all data platforms. * Optimize database performance and ...
Senior Data Architect
Colorado Springs, CO · On-site
$66.50 - $88.75/hr
Develop and maintain data models, ETL processes, and data integration strategies. * Ensure data quality, consistency, and security across all data platforms. * Optimize database performance and ...
Data Extraction information
See Colorado salary details
$14.27 is the 25th percentile. Wages below this are outliers.
$10.86 - $15.84
37% of jobs
The median wage is $19.99 / hr.
$15.84 - $20.82
16% of jobs
$20.82 - $25.80
12% of jobs
$28.22 is the 75th percentile. Wages above this are outliers.
$25.80 - $30.77
22% of jobs
$30.77 - $35.75
2% of jobs
$35.75 - $40.73
2% of jobs
$40.73 - $45.71
1% of jobs
$45.71 - $50.69
5% of jobs
$50.69 - $55.67
2% of jobs
$55.67 - $60.64
0% of jobs
$60.64 - $65.62
1% of jobs
$10
$26
$65
How much do data extraction jobs pay per hour?
What are the typical daily responsibilities for someone working in Data Extraction?
Professionals in Data Extraction typically spend their days gathering data from a variety of sources—such as databases, websites, or documents—using specialized tools or scripts. They are responsible for cleaning, formatting, and validating this data to ensure accuracy and consistency before delivering it to analysts or other stakeholders. Collaborating with data analysts, IT teams, and business units is common to clarify data requirements and resolve any discrepancies. Most roles involve a mix of independent technical work and teamwork, with some positions requiring regular reporting or documentation of data extraction processes.
How to become a data extractor?
What are the key skills and qualifications needed to thrive in the Data Extraction position, and why are they important?
To excel in Data Extraction, candidates should have strong analytical skills, attention to detail, and a background in data management or computer science. Experience with extraction tools and programming languages such as SQL, Python, R, or ETL platforms, as well as familiarity with data governance standards, is often required. Strong organizational, problem-solving, and communication skills help professionals handle complex datasets and collaborate effectively across teams. These competencies ensure accurate, efficient data retrieval and support informed business decisions.
What is a Data Extraction job?
A Data Extraction job involves collecting and retrieving data from various sources, such as databases, documents, websites, and APIs. This data is then transformed, cleaned, and structured for analysis or storage. Professionals in this role use tools like SQL, Python, or web scraping technologies to automate the process. Data extraction is essential for businesses to gain insights, make data-driven decisions, and streamline operations.
What is a data extraction job?
What does a data extractor do?

Deloitte rating
8.0
Based on 89 frontline employees who took The Breakroom Quiz
71st of 146 rated financial services
Job description
Our Deloitte Enterprise Performance team is at the forefront of enterprise technology, working across finance, supply chain, and IT operations to deliver holistic performance improvement and digital transformation. Join our team of strategic advisers and architects, differentiated by our industry depth to collaborate with leading solution providers and leverage your experience in strategy, process design, technology enablement, and operational services to enable heart-of-the-business solutions.
Recruiting for this role ends on 07/10/2026.
Work you'll do
As a Manager, Functional Transformation on the Enterprise Performance team, you will be responsible for:
- Leading functional delivery for SAP S/4HANA modernization programs, owning workstream execution from design through deployment and post-go-live stabilization.
- Facilitating client workshops to define future-state business processes, drive fit-to-standard decisions, and support adoption of SAP leading practices and process standardization.
- Producing and governing implementation deliverables, including solution designs, configuration rationale, test artifacts, cutover plans, deployment readiness materials, and training support.
- Partnering with integration and data teams to plan interfaces, validate data migration readiness, and support integrated testing, defect resolution, and deployment execution.
- Supporting clients in embedding controls, audit readiness, and compliance requirements across design, testing, cutover, go-live, and post-production processes.
- Collaborating across functional, technical, and program teams to deliver SAP solutions in regulated government environments
A successful candidate would possess these skills:
- Ability to work independently and collaborate as part of a team
- Effective written and verbal communication skills
- Meticulous attention to detail and quality of work product
- Ability to build and sustain professional relationships
- Ability to lead projects or workstreams
- Ability to manage and prioritize multiple tasks in a fast-paced and dynamic environment
- Strong interpersonal skills and professional demeanor
- Ability to meet deadlines
- Ability to mentor and provide clear guidance to others
The team
Deloitte's Government & Public Services (GPS) practice - our people, ideas, technology and outcomes - is designed for impact. Serving federal, state, & local government clients as well as public higher education institutions, our team of professionals brings fresh perspective to help clients anticipate disruption, reimagine the possible, and fulfill their mission promise.
Our SAP business transformation services drive to improve performance and value delivered by the full suite of SAP solutions.
Qualifications
Required:
- Bachelor's degree
- Ability to obtain and maintain a Secret Clearance
- 5+ years of experience leading ERP modernization programs
- 5+ years of experience using SAP Data Services, BusinessObjects Data Services (BODS), or comparable extract, transform, and load tools to support SAP S/4HANA data extraction, transformation, validation, and loading, including migration strategy, data quality, mock conversions, reconciliation, and post-go-live stabilization
- 3+ years of experience leading or governing SAP data migration or conversion workstreams, including object scoping, source-to-target mapping, cleansing strategy, mock loads, cutover readiness, and reconciliation
- Ability to travel up to 25%, on average, based on the work you do and the clients and industries/sectors you serve.
- Must be legally authorized to work in the United States without the need for employer sponsorship, now or at any time in the future.
Preferred:
- Active Secret clearance
- Experience supporting Department of Defense (DoD) or U.S. Federal civilian agency ERP modernization programs
- Experience supporting LTMC legacy projects
The wage range for this role takes into account the wide range of factors that are considered in making compensation decisions including but not limited to skill sets; experience and training; licensure and certifications; and other business and organizational needs. The disclosed range estimate has not been adjusted for the applicable geographic differential associated with the location at which the position may be filled. At Deloitte, it is not typical for an individual to be hired at or near the top of the range for their role and compensation decisions are dependent on the facts and circumstances of each case. A reasonable estimate of the current range is $128,000 to $252,500.
You may also be eligible to participate in a discretionary annual incentive program, subject to the rules governing the program, whereby an award, if any, depends on various factors, including, without limitation, individual and organizational performance.
Our Deloitte Enterprise Performance team is at the forefront of enterprise technology, working across finance, supply chain, and IT operations to deliver holistic performance improvement and digital transformation. Join our team of strategic advisers and architects, differentiated by our industry depth to collaborate with leading solution providers and leverage your experience in strategy, process design, technology enablement, and operational services to enable heart-of-the-business solutions.
Recruiting for this role ends on 07/10/2026.
Work you'll do
As a Manager, Functional Transformation on the Enterprise Performance team, you will be responsible for:
- Leading functional delivery for SAP S/4HANA modernization programs, owning workstream execution from design through deployment and post-go-live stabilization.
- Facilitating client workshops to define future-state business processes, drive fit-to-standard decisions, and support adoption of SAP leading practices and process standardization.
- Producing and governing implementation deliverables, including solution designs, configuration rationale, test artifacts, cutover plans, deployment readiness materials, and training support.
- Partnering with integration and data teams to plan interfaces, validate data migration readiness, and support integrated testing, defect resolution, and deployment execution.
- Supporting clients in embedding controls, audit readiness, and compliance requirements across design, testing, cutover, go-live, and post-production processes.
- Collaborating across functional, technical, and program teams to deliver SAP solutions in regulated government environments
A successful candidate would possess these skills:
- Ability to work independently and collaborate as part of a team
- Effective written and verbal communication skills
- Meticulous attention to detail and quality of work product
- Ability to build and sustain professional relationships
- Ability to lead projects or workstreams
- Ability to manage and prioritize multiple tasks in a fast-paced and dynamic environment
- Strong interpersonal skills and professional demeanor
- Ability to meet deadlines
- Ability to mentor and provide clear guidance to others
The team
Deloitte's Government & Public Services (GPS) practice - our people, ideas, technology and outcomes - is designed for impact. Serving federal, state, & local government clients as well as public higher education institutions, our team of professionals brings fresh perspective to help clients anticipate disruption, reimagine the possible, and fulfill their mission promise.
Our SAP business transformation services drive to improve performance and value delivered by the full suite of SAP solutions.
Qualifications
Required:
- Bachelor's degree
- Ability to obtain and maintain a Secret Clearance
- 5+ years of experience leading ERP modernization programs
- 5+ years of experience using SAP Data Services, BusinessObjects Data Services (BODS), or comparable extract, transform, and load tools to support SAP S/4HANA data extraction, transformation, validation, and loading, including migration strategy, data quality, mock conversions, reconciliation, and post-go-live stabilization
- 3+ years of experience leading or governing SAP data migration or conversion workstreams, including object scoping, source-to-target mapping, cleansing strategy, mock loads, cutover readiness, and reconciliation
- Ability to travel up to 25%, on average, based on the work you do and the clients and industries/sectors you serve.
- Must be legally authorized to work in the United States without the need for employer sponsorship, now or at any time in the future.
Preferred:
- Active Secret clearance
- Experience supporting Department of Defense (DoD) or U.S. Federal civilian agency ERP modernization programs
- Experience supporting LTMC legacy projects
The wage range for this role takes into account the wide range of factors that are considered in making compensation decisions including but not limited to skill sets; experience and training; licensure and certifications; and other business and organizational needs. The disclosed range estimate has not been adjusted for the applicable geographic differential associated with the location at which the position may be filled. At Deloitte, it is not typical for an individual to be hired at or near the top of the range for their role and compensation decisions are dependent on the facts and circumstances of each case. A reasonable estimate of the current range is $128,000 to $252,500.
You may also be eligible to participate in a discretionary annual incentive program, subject to the rules governing the program, whereby an award, if any, depends on various factors, including, without limitation, individual and organizational performance.