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Data Extraction Jobs in Chicago, IL (NOW HIRING)

Inherent Technologies

ETL Developer

Chicago, IL · On-site

$52.50 - $68.75/hr

Deep understanding of data extraction, transformation, and loading techniques, proficiency in at least one major ETL tool. * Database knowledge: Expertise in SQL querying and database design (e.g ...

1 point system

Data Analyst

Chicago, IL · On-site

... extraction and transformation to streamline data workflows. • Create and maintain comprehensive reports and dashboards to visualize key performance indicators (KPIs), key risk indicators (KRIs) and ...

HOA Talent

Data Analyst

Chicago, IL · On-site

$80K/yr

Extract, normalize, and organize data from source systems for each active deal * Execute current-state data mapping documentation under the direction of the Sr. Data Integration & Automation Manager

New

HOA Talent

Data Analyst

Chicago, IL · On-site +1

$80K/yr

Extract, normalize, and organize data from source systems for each active deal * Execute current-state data mapping documentation under the direction of the Sr. Data Integration & Automation Manager

New

HOA Talent

Data Analyst

Chicago, IL · On-site

$80K/yr

Extract, normalize, and organize data from source systems for each active deal * Execute current-state data mapping documentation under the direction of the Sr. Data Integration & Automation Manager

New

1 point system

Mid-Level Data Analyst

Chicago, IL · On-site

... extraction and transformation to streamline data workflows. • Create and maintain comprehensive reports and dashboards to visualize key performance indicators (KPIs), key risk indicators (KRIs) and ...

Tredence Analytic

Data Engineer

Chicago, IL · On-site

$118K - $141K/yr

Extract data from multiple sources, integrate disparate data into a common data model, and integrate data into a target database, application, or file using efficient programming processes. * Write ...

Tredence Analytic

Data Engineer

Chicago, IL · On-site

$118K - $141K/yr

Extract data from multiple sources, integrate disparate data into a common data model, and integrate data into a target database, application, or file using efficient programming processes. * Write ...

Definian

Workday Data Conversion Lead

Chicago, IL

Define data extraction, transformation, and load sequencing strategies in collaboration with client SMEs, functional consultants, and technical architects. * Lead iterative conversion testing cycles ...

Definian

Workday Data Conversion Lead

Chicago, IL · On-site +1

Define data extraction, transformation, and load sequencing strategies in collaboration with client SMEs, functional consultants, and technical architects. * Lead iterative conversion testing cycles ...

Grainger Businesses

Data Engineer - 332427

Lake Forest, IL · On-site

$153K - $174K/yr

Design and maintain scalable ETL workflows and automate data transformations and orchestration using Airflow, DBT, Wherescape, and scripting languages including Python, SQL, and shell scripting ...

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Data Extraction information

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How much do data extraction jobs pay per hour?

As of Jul 16, 2026, the average hourly pay for data extraction in Chicago, IL is $28.92, according to ZipRecruiter salary data. Most workers in this role earn between $15.54 and $32.08 per hour, depending on experience, location, and employer.

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?

To become a data extractor, you typically need strong skills in data management, familiarity with data extraction tools like SQL, Python, or specialized software, and attention to detail. Many roles require a high school diploma or higher, and some may prefer certifications in data analysis or related fields. Gaining experience through internships or entry-level positions can also help build relevant skills.

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?

A data extraction job involves retrieving specific information from various sources such as websites, databases, or documents. It often requires skills in using tools like web scrapers or data management software and may involve cleaning and organizing data for analysis or reporting.

What does a data extractor do?

A data extractor is responsible for collecting and retrieving data from various sources such as websites, databases, or documents. They often use tools like web scraping software or data management systems and need strong attention to detail and technical skills. The role involves transforming unstructured data into organized formats for analysis or storage.
What are the most commonly searched types of Data Extraction jobs in Chicago, IL? The most popular types of Data Extraction jobs in Chicago, IL are:
What are popular job titles related to Data Extraction jobs in Chicago, IL? For Data Extraction jobs in Chicago, IL, the most frequently searched job titles are:
What job categories do people searching Data Extraction jobs in Chicago, IL look for? The top searched job categories for Data Extraction jobs in Chicago, IL are:
Data Extraction jobs near you
Infographic showing various Data Extraction job openings in Chicago, IL as of July 2026, with employment types broken down into 1% As Needed, 84% Full Time, 13% Part Time, and 2% Contract. Highlights an 87% Physical, 3% Hybrid, and 10% Remote job distribution, with an average salary of $60,162 per year, or $28.9 per hour.
Data Extraction Specialist (Remote - Anywhere, USA)

Data Extraction Specialist (Remote - Anywhere, USA)

Mainspring Consulting Group

Chicago, IL • On-site, Remote

Full-time

Medical, Dental, Vision, Retirement, PTO

Re-posted 25 days ago

Job description

Group: Professional Services
Reports to: Practice Manager (organizationally) and Project Manager (for projects)
Location: Telecommute
Type of position: Full-time
Travel: Occasional
Be at the forefront of today's exciting and dynamic world of digital transformation.
As a specialist firm for the Middle Office, we help clients transform their legal, sales and procurement operations to be faster, easier and smarter.
At Mainspring, our people drive our success. From our diverse backgrounds and deep experience to how we interact with clients and each other, we cultivate an environment of mutual respect, trustworthiness, teamwork, and excellence.
The next phase of your career and professional development lies ahead. Join us if you value working for a company that strongly promotes individual development, career advancement, work/life balance and a fun and healthy team environment.
To strengthen our Outcomes, Analytics and Managed Services practice, we are looking for talented individuals to fill the position of: Data Extraction Specialist
The Outcomes, Analytics and Managed Services practice focuses on converting data contained in unstructured documents to structured formats for better insights. The team utilizes an AI/ML platform augmented by human review to extract data followed by SQL based transformation to convert to target format.
Position Summary
The position contributes to our customers success by managing data extraction, transformation, loading and analysis of data for a variety of Contracts. The analyst will work closely and collaboratively with the Project Manager, the review team and client stakeholders to ensure project success.
Summary of Key Responsibilities
  • Lead planning workshops with clients, elicit requirements, document and obtain sign-off
  • Configure and utilize the AI platform to load and extract data from contracts
  • Perform Machine Learning to build new extraction models
  • Train a group of manual reviewers on the requirements of the project and the required extraction rules
  • Assist the manual reviewers with queries and perform audit of their work and provide feedback
  • Understand the target system requirements and document required transformation requirements and design
  • Load metadata, relationships, and related attachments into various client environment and prepare success logs
  • Provide timely status reporting to the Project Manager and advise of any potential abnormality
  • Identify data quality/integrity issues propose solutions and oversee their final resolution
  • As part of the project closure, evaluate and make recommendations for future improvements
  • Review existing migration tools and provide recommendations for improving performance of the migration process
  • Perform other duties as assigned

Required Skills and Experience
  • Strong communications skills
  • Background in relational database concepts, such as parent-child relationships, one-to-many, many-to-many relationships, primary/surrogate key, normalization a plus.
  • Able to understand Entity Relationship Diagrams (ERD) and data models
  • Ability and Motivation to learn Contract language
  • Proficiency with MS Excel
  • Willingness to learn SQL and Tableau

Desired Skills and Experience
  • 3+ years of Professional Services experience or project delivery experience required
    • Experience in more than one phase of software implementation and/or delivery
    • Client facing experience is a plus.
  • Experience with aspects of software implementation project management including managing project deadlines, communicating with project stakeholders, escalating issues to the internal team, preparing functional and technical specification documentation
  • Ability to engage and successfully interact with the client and project team at all levels
  • Ability to handle multiple roles and support multiple active projects
  • Well-spoken with highly effective communication skills delivering concise, but effective messages in a team environment
  • Knowledge of contract language: Parties, Governing Law, Liability etc

Requirements
  • Salary Requirements
  • Background Check
  • Minimum 2 Professional Referrals

Benefits
Mainspring is pleased to offer many benefits and perks to its team. Our benefits offered take care of our people and their families, and support their health and financial well-being. Here is just a sample of what Mainspring has to offer:
  • Company paid certification training
  • Opportunities for career development and advancement
  • Work Remotely
  • Employer Matched 401k
  • PTO and five (5) sick days
  • Nine (9) observed Holidays plus two (2) Floating Holidays
  • Medical, Dental, and Vision
  • Paid Parental Leave
  • Long-Term Disability Benefits
  • Flexible Spending Account
  • Allowance for cell phone
  • Allowance for personal laptop

Mainspring was voted SI Enterprise Partner of the Year for 2021. Join our fast-growing company and award-winning team!
Equal Employment Opportunity
Your information will be kept confidential according to EEO guidelines. Mainspring is committed to creating a diverse environment and is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to, and will not be discriminated against based on, race, gender, sexual orientation, gender identity, veteran status, disability or other protected category.

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