Support data extraction from diverse sources, including file-based data (Excel, CSV), databases, cloud storage, and system data retrieved through APIs. * Assist in data transformation activities ...
Support data extraction from diverse sources, including file-based data (Excel, CSV), databases, cloud storage, and system data retrieved through APIs. * Assist in data transformation activities ...
Big Data Developer with Core Java
$60 - $77.75/hr
... knowledge Working experience in Data extraction / Parsing, NLP Experience in developing scalable distributed applications using Big Data technologies like hadoop, storm, spark etc Additional ...
Big Data Developer with Core Java
$60 - $77.75/hr
... knowledge Working experience in Data extraction / Parsing, NLP Experience in developing scalable distributed applications using Big Data technologies like hadoop, storm, spark etc Additional ...
Big Data Developer with Core Java
San Francisco, CA · On-site
$60 - $77.75/hr
... • Working experience in Data extraction / Parsing, NLP • Experience in developing scalable distributed applications using Big Data technologies like hadoop, storm, spark etc Additional ...
Big Data Developer with Core Java
San Francisco, CA · On-site
$60 - $77.75/hr
... • Working experience in Data extraction / Parsing, NLP • Experience in developing scalable distributed applications using Big Data technologies like hadoop, storm, spark etc Additional ...
Data Architect
Sunnyvale, CA · On-site
$74.75 - $96.25/hr
Extract data from identified databases, create data pipelines, and transform data into relevant structures. * Develop knowledge of current analytics trends and identify suitable data sources.
Data Architect
Sunnyvale, CA · On-site
$74.75 - $96.25/hr
Extract data from identified databases, create data pipelines, and transform data into relevant structures. * Develop knowledge of current analytics trends and identify suitable data sources.
Data Engineer II
Rancho Cucamonga, CA · On-site
$104K/yr
The Data Engineer II must also develop and test architectures that enable data extraction and transformation for predictive or prescriptive modeling. The Data Engineer II will focus on data ...
Data Engineer II
Rancho Cucamonga, CA · On-site
$104K/yr
The Data Engineer II must also develop and test architectures that enable data extraction and transformation for predictive or prescriptive modeling. The Data Engineer II will focus on data ...
Analyst -Computer Systems Support
Santa Clara, CA · On-site
$45K - $60K/yr
Experience with ETL processes and data warehousing concepts. * Familiarity with Agile methodologies. Roles & responsibilities: • Analyze, validate, and interpret large datasets from multiple ...
Analyst -Computer Systems Support
Santa Clara, CA · On-site
$45K - $60K/yr
Experience with ETL processes and data warehousing concepts. * Familiarity with Agile methodologies. Roles & responsibilities: • Analyze, validate, and interpret large datasets from multiple ...
Sr Data Analyst
Moorpark, CA · On-site
$50 - $80/hr
Execute data migration tasks, including data extraction, transformation, and loading, while maintaining data integrity. * Use SQL to query, analyze, and validate data across multiple systems and data ...
Sr Data Analyst
Moorpark, CA · On-site
$50 - $80/hr
Execute data migration tasks, including data extraction, transformation, and loading, while maintaining data integrity. * Use SQL to query, analyze, and validate data across multiple systems and data ...
Senior Data and ML Engineer
Redwood City, CA · On-site
$129K - $176K/yr
This role focuses on building production-grade extraction and processing systems that transform messy, unstructured documents and communications into clean, structured data assets. You will design ...
Senior Data and ML Engineer
Redwood City, CA · On-site
$129K - $176K/yr
This role focuses on building production-grade extraction and processing systems that transform messy, unstructured documents and communications into clean, structured data assets. You will design ...
Data Engineer II
Rancho Cucamonga, CA · On-site
$104K - $137K/yr
The Data Engineer II must also develop and test architectures that enable data extraction and transformation for predictive or prescriptive modeling. The Data Engineer II will focus on data ...
Data Engineer II
Rancho Cucamonga, CA · On-site
$104K - $137K/yr
The Data Engineer II must also develop and test architectures that enable data extraction and transformation for predictive or prescriptive modeling. The Data Engineer II will focus on data ...
Analyst -Computer Systems Support
Los Angeles, CA · On-site
$55K - $60K/yr
Experience with ETL processes and data warehousing concepts. * Familiarity with Agile methodologies. Roles & responsibilities: • Analyze, validate, and interpret large datasets from multiple ...
Analyst -Computer Systems Support
Los Angeles, CA · On-site
$55K - $60K/yr
Experience with ETL processes and data warehousing concepts. * Familiarity with Agile methodologies. Roles & responsibilities: • Analyze, validate, and interpret large datasets from multiple ...
Big Data / ETL Tester
Woodland Hills, CA · On-site
$45 - $50/hr
Pay Range: $45hr - $50hr Requirement/Must Have: * 5-8 years of experience in ETL testing / Data Warehouse testing. * Proficiency in Python for automation (Pytest, Pandas, or similar frameworks)
Quick apply
Big Data / ETL Tester
Woodland Hills, CA · On-site
$45 - $50/hr
Pay Range: $45hr - $50hr Requirement/Must Have: * 5-8 years of experience in ETL testing / Data Warehouse testing. * Proficiency in Python for automation (Pytest, Pandas, or similar frameworks)
Operations Data Analyst
Oakland, CA · On-site
$77 - $82/hr
Extract and analyze data from SAP to support planning, forecasting, and decision-making. * Manage data extraction and transfer from databases to support operational analysis across teams. * Create ...
Quick apply
Operations Data Analyst
Oakland, CA · On-site
$77 - $82/hr
Extract and analyze data from SAP to support planning, forecasting, and decision-making. * Manage data extraction and transfer from databases to support operational analysis across teams. * Create ...
The Data Engineer II must also develop and test architectures that enable data extraction and transformation for predictive or prescriptive modeling. The Data Engineer II will focus on data ...
The Data Engineer II must also develop and test architectures that enable data extraction and transformation for predictive or prescriptive modeling. The Data Engineer II will focus on data ...
Analyst -Computer Systems Support
Santa Clara, CA · On-site
$55K - $60K/yr
Experience with ETL processes and data warehousing concepts. * Familiarity with Agile methodologies. Roles & responsibilities: • Analyze, validate, and interpret large datasets from multiple ...
Analyst -Computer Systems Support
Santa Clara, CA · On-site
$55K - $60K/yr
Experience with ETL processes and data warehousing concepts. * Familiarity with Agile methodologies. Roles & responsibilities: • Analyze, validate, and interpret large datasets from multiple ...
Sr. Data Scientist
San Jose, CA · On-site
$158K - $218K/yr
Apply full-stack data science skills, including data extraction, exploratory and confirmatory analysis, modeling, and validation * Design and develop advanced ML or Agentic AI solutions, including ...
Sr. Data Scientist
San Jose, CA · On-site
$158K - $218K/yr
Apply full-stack data science skills, including data extraction, exploratory and confirmatory analysis, modeling, and validation * Design and develop advanced ML or Agentic AI solutions, including ...
Sr. Data Scientist
San Jose, CA · On-site +1
Apply full-stack data science skills, including data extraction, exploratory and confirmatory analysis, modeling, and validation * Design and develop advanced ML or Agentic AI solutions, including ...
Sr. Data Scientist
San Jose, CA · On-site +1
Apply full-stack data science skills, including data extraction, exploratory and confirmatory analysis, modeling, and validation * Design and develop advanced ML or Agentic AI solutions, including ...
Sr. Data Scientist
San Jose, CA · On-site +1
$158K - $218K/yr
Apply full-stack data science skills, including data extraction, exploratory and confirmatory analysis, modeling, and validation * Design and develop advanced ML or Agentic AI solutions, including ...
Quick apply
Sr. Data Scientist
San Jose, CA · On-site +1
$158K - $218K/yr
Apply full-stack data science skills, including data extraction, exploratory and confirmatory analysis, modeling, and validation * Design and develop advanced ML or Agentic AI solutions, including ...
Support data extraction from diverse sources, including file-based data (Excel, CSV), databases, cloud storage, and system data retrieved through APIs. * Assistin data transformation activities ...
Support data extraction from diverse sources, including file-based data (Excel, CSV), databases, cloud storage, and system data retrieved through APIs. * Assistin data transformation activities ...
Independently extract, transform, and analyze data from complex systems using SQL, Python, and other analytics tools. * Communicate findings clearly to technical and non-technical stakeholders ...
Independently extract, transform, and analyze data from complex systems using SQL, Python, and other analytics tools. * Communicate findings clearly to technical and non-technical stakeholders ...
Data Engineer
Foster City, CA · On-site
$133K - $160K/yr
Build and maintain detailed repair "Tasklists" in the ERP. This includes mapping specific Part Numbers, Joint IDs, and critical assembly values (e.g., torque, sequence,etc). CAD Data Extraction: Use ...
Quick apply
Data Engineer
Foster City, CA · On-site
$133K - $160K/yr
Build and maintain detailed repair "Tasklists" in the ERP. This includes mapping specific Part Numbers, Joint IDs, and critical assembly values (e.g., torque, sequence,etc). CAD Data Extraction: Use ...
Data Extraction information
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 extraction?
What are the key skills and qualifications needed to thrive in data extraction, 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?
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.

Fall 2026: Data Integration & Reporting Intern (Unpaid)
San Diego, CA • On-site
Part-time
Medical, Dental, Vision, Life, Retirement, PTO
Posted 14 days ago
International Rescue Committee rating
7.0
Based on 9 frontline employees who took The Breakroom Quiz
357th of 769 rated non-profit organizations
Job description
SCOPE OF INTERNSHIP: The Data Integration & Reporting Intern will contribute to the operational excellence and innovation of the IRC in San Diego by supporting data management initiatives focused on data extraction, transformation, and loading. The intern will assist in integrating and consolidating datasets from various sources and building automation modules using tools such as Python, SQL and Excel automation.
The role includes automating recurring tasks, improving data reliability, supporting internal reporting needs, and participating in data quality checks for the Efforts to Outcomes (ETO) database and related data sources to strengthen data integrity and program reporting.
LEARNING OBJECTIVES:
- Interns will gain expertise in data management, automation, ETL workflow and performance reporting to support decision-making in a nonprofit focused on refugees and underserved communities.
- Interns will improve their ability to manage and ensure data accuracy through quality control activities, while learning about CRM systems and information management used in the nonprofit sector.
- Interns will practice designing and presenting visual reports to effectively communicate data insights to diverse stakeholders.
RESPONSIBILITIES: With oversight from the Innovation Supervisor, the intern will:
- Support data extraction from diverse sources, including file-based data (Excel, CSV), databases, cloud storage, and system data retrieved through APIs.
- Assist in data transformation activities, including cleaning, structuring, and standardizing datasets.
- Perform data loading tasks into internal systems, dashboards, or databases.
- Build scripts to automate recurring tasks.
- Support ongoing improvements to internal data workflows and documentation.
- Assist in creating indicators, calculated fields, and key metrics, and in analyzing data for tracking program performance.
- Automate Excel-based tasks using advanced formulas, macros, and VBA.
REQUIREMENTS:
- Must be currently enrolled in or have recently completed an Associate's, Bachelor's, or Master's program in a relevant field such as Information Technology, Computer Science, Statistics, Mathematics, or a related discipline.
- Experience with data processing tools, including Python (pandas, numpy, openpyxl), Microsoft Excel (advanced formulas, pivot tables, macros, VBA), and SQL.
- Ability to extract, clean, and transform datasets (e.g., reading/writing Excel and CSV files, merging tables, filtering, handling missing values).
- Familiarity with APIs for retrieving data and basic data modeling concepts.
- Ability to work independently and manage time effectively.
- Willingness to learn about the IRC and engage in cross-cultural communication.
- Must pass the IRC background check.
- Applicants must currently reside in San Diego County.
Compensation: This is an unpaid internship opportunity.
Working Environment:
- The internship is offered as an in-person position. Address: 5348 University Ave, San Diego, CA 92105
- Office hours are scheduled Monday-Friday, 8:30am-4:30pm PST. Selected interns can choose their hours based on this window of availability.
PROFESSIONAL STANDARDS
All International Rescue Committee workers must adhere to the core values and principles outlined in IRC Way - Standards for Professional Conduct. Our Standards are Integrity, Service, Equality and Accountability. In accordance with these values, the IRC operates and enforces policies on Safeguarding, Conflicts of Interest, Fiscal Integrity, and Reporting Wrongdoing and Protection from Retaliation. IRC is committed to take all necessary preventive measures and create an environment where people feel safe, and to take all necessary actions and corrective measures when harm occurs. IRC builds teams of professionals who promote critical reflection, power sharing, debate, and objectivity to deliver the best possible services to our clients.
Cookies: https://careers.rescue.org/us/en/cookiesettings
US Benefits: We offer a comprehensive and highly competitive set of benefits. In the US, these include: 10 sick days, 10 US holidays, 20-25 paid time off days depending on role and tenure, medical insurance starting at $163 per month, dental starting at $6.50 per month, and vision starting at $5 per month, FSA for healthcare and commuter costs, a 403b retirement savings plans with immediately vested matching, disability & life insurance, and an Employee Assistance Program which is available to our staff and their families to support counseling and care in times of crisis and mental health struggles.
Equal Opportunity Employer: IRC is an Equal Opportunity Employer. IRC considers all applicants on the basis of merit without regard to race, sex, color, national origin, religion, sexual orientation, age, marital status, veteran status, disability or any other characteristic protected by applicable law.
What International Rescue Committee employees say
Pay
Benefits
Hours and flexibility
Workplace
Get the full story on Breakroom
About International Rescue Committee
Sourced by ZipRecruiter
The International Rescue Committee (IRC) responds to the world's worst humanitarian crises and helps people to survive and rebuild their lives. At work in over 40 countries and 28 U.S. cities to restore safety, dignity and hope, the IRC leads the way from harm to home. Domestically, our 28 offices across the U.S. ensure new arrivals have food, shelter, and clothing, and work with refugees to help them gain self-sufficiency.
Industry
Non-profits
Company size
10,000+ Employees
Headquarters location
New York, NY, US
Year founded
1933