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Data Extraction Analyst Jobs in Chicago, IL (NOW HIRING)

Samprasoft

Data Analyst

Great Lakes, IL · On-site

Data Analyst As a Data Analyst in our client's Genomics Research Center's Bioinformatics ... Build and execute ETL processes to integrate non-GRC generated high-value datasets into the common ...

1 point system

Data Analyst

Chicago, IL · On-site

... data extraction and transformation to streamline data workflows. • Create and maintain ... hoc analysis and deep dives to address specific business questions and challenges as needed. • ...

Javen Technologies

Data Analyst

Chicago, IL · Hybrid

Data Analyst Location: Hybrid - Chicago, IL Duration: Long Term Start Date: Immediate * Collect ... Develop and maintain automated processes for data extraction and transformation to streamline data ...

City of New York

Data Analyst

Chicago, IL · On-site

You will architect and build robust ETL pipelines, develop sophisticated analytical models, and ... Data Engineering & Automation: * Design, build, and maintain automated ETL pipelines (using tools ...

ClifyX

SAP FI & Data Migration Lead

Chicago, IL · On-site

A key responsibility will be supporting SAP FI data extraction, transformation, validation, and migration across finance systems. Description - Financial Data Analysis & Reporting Analyse and ...

Apex Informatics

Data Analyst

Chicago, IL · Hybrid

To ensure success as a technical data analyst, you should demonstrate experience performing data ... extraction / manipulation using queries would be a plus

Apex Informatics

Data Analyst

Chicago, IL · On-site

To ensure success as a technical data analyst, you should demonstrate experience performing data ... extraction / manipulation using queries would be a plus

Tekfortune Inc

Data Engineer Lead

Lisle, IL · On-site

$112.90K - $135.60K/yr

... extraction, writing programs, and managing data from various sources, including PeopleSoft, BAAN, Infor LN. You will leverage cutting-edge analytics to unlock the potential within our data, guide ...

Bank of Montreal

Manager, Data & Analytics

Chicago, IL · Hybrid

$74K - $138K/yr

Use SQL and Python (or similar programming languages) to extract, analyze, and visualize data. * Build scalable analytical solutions and automate recurring processes. * Collaborate with the Sr. ...

BMO Capital Markets

Manager, Data & Analytics

Chicago, IL · Hybrid

$74K - $138K/yr

Use SQL and Python (or similar programming languages) to extract, analyze, and visualize data. * Build scalable analytical solutions and automate recurring processes. * Collaborate with the Sr. ...

Bank of Montreal

Manager, Data & Analytics

Chicago, IL · On-site

$74K - $138K/yr

Use SQL and Python (or similar programming languages) to extract, analyze, and visualize data. * Build scalable analytical solutions and automate recurring processes. * Collaborate with the Sr. ...

Accede Solutions Inc.

VBC Analyst

Chicago, IL

Data Analyst Looking for a data-driven individual who can analyze big data and create insights ... Develop and maintain SQL queries, scripts, and stored procedures for data extraction ...

KC Pallets inc

Be Seen First

SQL Specialist / Data Analyst

Crystal Lake, IL · Remote

$60K - $78K/yr

Extract, analyze, and interpret data from multiple databases * Maintain and improve database structures and data integrity * Create reports and dashboards to support business needs * Collaborate with ...

Bmo

Manager, Data & Analytics

Chicago, IL · Hybrid

$74K - $138K/yr

Use SQL and Python (or similar programming languages) to extract, analyze, and visualize data. * Build scalable analytical solutions and automate recurring processes. * Collaborate with the Sr. ...

JConnect Infotech

Data Engineer

Chicago, IL · On-site

$118K - $141.80K/yr

This role requires deep expertise in data integration, ETL/ELT, APIs, and Databricks. The candidate will work closely with business stakeholders, architects, and analysts to ensure seamless data flow ...

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All JobsData Extraction Analyst JobsData Extraction Analyst Jobs in Chicago, IL

Data Extraction Analyst information

See Chicago, IL salary details

$35K

$85.1K

$140.1K

How much do data extraction analyst jobs pay per year?

As of May 28, 2026, the average yearly pay for data extraction analyst in Chicago, IL is $85,131.00, according to ZipRecruiter salary data. Most workers in this role earn between $64,400.00 and $99,900.00 per year, depending on experience, location, and employer.

What are the key skills and qualifications needed to thrive as a Data Extraction Analyst, and why are they important?

To thrive as a Data Extraction Analyst, strong analytical skills, attention to detail, and proficiency in data management are essential, often supported by a degree in computer science, information systems, or a related field. Familiarity with ETL (Extract, Transform, Load) tools, SQL databases, and data visualization software is typically required, and certifications in data analytics or database management can be advantageous. Excellent problem-solving abilities, communication skills, and adaptability help analysts effectively interpret data requirements and collaborate with stakeholders. These skills ensure accurate data extraction, support informed decision-making, and maintain data integrity in complex organizational environments.

What are the most common challenges Data Extraction Analysts face when working with unstructured data sources?

Data Extraction Analysts often encounter challenges when dealing with unstructured data, such as inconsistent formats, incomplete records, and noisy or irrelevant information. Extracting reliable data from sources like scanned documents, emails, or social media posts requires advanced tools and techniques, including optical character recognition (OCR) and natural language processing (NLP). Overcoming these challenges typically involves close collaboration with data engineers and subject matter experts, as well as continuous refinement of extraction processes to maintain data quality and accuracy.

What is a Data Extraction Analyst?

A Data Extraction Analyst is a professional responsible for collecting, processing, and interpreting data from various sources, such as databases, documents, and websites. They use specialized tools and software to extract relevant data, ensuring its accuracy and integrity. Their work supports business decisions, reporting, and analytics by making data accessible and usable for organizations. Data Extraction Analysts often collaborate with IT, data science, and business teams to streamline data workflows and comply with data privacy regulations.

What is the difference between Data Extraction Analyst vs Data Analyst?

AspectData Extraction AnalystData Analyst
Primary FocusExtracting, cleaning, and preparing data from various sourcesAnalyzing data to identify trends and support decision-making
Skills & ToolsSQL, data scraping, ETL tools, data managementExcel, statistical analysis, visualization tools, SQL
Work EnvironmentData warehouses, databases, ETL pipelinesReporting platforms, dashboards, business intelligence tools
Common IndustriesIT, finance, marketing, e-commerceFinance, healthcare, marketing, consulting

While both roles involve working with data, Data Extraction Analysts focus on retrieving and preparing data for analysis, whereas Data Analysts interpret and analyze data to generate insights. Understanding these differences helps in choosing the right career path or job search focus.

What are popular job titles related to Data Extraction Analyst jobs in Chicago, IL? For Data Extraction Analyst jobs in Chicago, IL, the most frequently searched job titles are:
What job categories do people searching Data Extraction Analyst jobs in Chicago, IL look for? The top searched job categories for Data Extraction Analyst jobs in Chicago, IL are:
Data Extraction Analyst jobs near you
Infographic showing various Data Extraction Analyst job openings in Chicago, IL as of May 2026, with employment types broken down into 100% Full Time. Highlights an 50% In-person, and 50% Remote job distribution, with an average salary of $85,131 per year, or $40.9 per hour.

Data Extraction Specialist (Remote - Anywhere, USA)

Mainspring Consulting Group

Chicago, IL • On-site, Remote

Full-time

Medical, Dental, Vision, Retirement, PTO

Posted 6 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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