How is Extraction used?
Zippia reviewed thousands of resumes to understand how extraction is used in different jobs. Explore the list of common job responsibilities related to extraction below:
- Conducted manual punching of blood samples -DNA extraction and separation methods performed include: differential, non-differential, and EZ1DNA automation.
- Performed Liquid/ Liquid and Liquid/ Solid extractions of urine samples for GC/MS testing.
- Received donor urine specimens from the Temporary Storage Extractions Area.
- Utilized Zymark automated extraction blocks and ADX instrumentation.
- Performed Toxi-lab, Cobas, Radioimmunoassay and GC/MS extractions.
- Performed organic and robotic DNA extraction, real-time PCR, serology testing, data maintenance/analysis/comparison, documentation, and report writing.
Are Extraction skills in demand?
Yes, extraction skills are in demand today. Currently, 5,977 job openings list extraction skills as a requirement. The job descriptions that most frequently include extraction skills are computer forensics technician, water quality specialist, and floor technician.
How hard is it to learn Extraction?
Based on the average complexity level of the jobs that use extraction the most: computer forensics technician, water quality specialist, and floor technician. The complexity level of these jobs is challenging.
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What jobs can you get with Extraction skills?
You can get a job as a computer forensics technician, water quality specialist, and floor technician with extraction skills. After analyzing resumes and job postings, we identified these as the most common job titles for candidates with extraction skills.
Computer Forensics Technician
Job description:
A Computer Forensics Technician investigates cases from a digital perspective. They specialize in gathering and analyzing digital evidence from devices such as computers, flash drives, cell phones, tablets, and other technologies. There are also instances where they use special software and tools, recover or retrieve files, and unseal documents while adhering to government laws and regulations. When it comes to employment, they may work for government agencies, law enforcement, or even private investigators.
- Extraction
- Physical Evidence
- Digital Evidence
- Laboratory Equipment
- Maintenance Logs
- Immunoassay
Water Quality Specialist
Job description:
Typically working for government agencies, a water quality specialist is in charge of conducting studies to test the quality and environmental sources of water, identifying potential issues should there be any. Among their responsibilities include traveling to various areas with water access points, gathering samples for laboratory tests, performing site inspections, and maintaining records of procedures. Through the research and test findings, a water quality test specialist draws conclusions and alerts the authorities for any problems. Moreover, aside from government agencies, a water quality specialist may also work for other institutions and private companies.
- Customer Service
- Extraction
- Water Damage
- MSDS
- Plumbing
- Site Inspections
Floor Technician
Job description:
A floor technician's role is to maintain the cleanliness and sanitation of various areas within an establishment. Their responsibilities include operating cleaning equipment, conducting minimal repairs and inventory checks, arranging furniture and fixtures, organizing supplies, and keeping floors free from obstructions. There are also instances where they must replenish soap or tissue dispensers, use strong chemicals, and even dispose of hazardous waste. Furthermore, a floor technician follows directives from managers or supervisors, reporting to them should there be any issues.
- Extraction
- Patients
- Safety Guidelines
- Safety Precautions
- Floor Tech
- WAX Floors
Cartographer
Job description:
A cartographer is someone who makes charts and maps based on geodetic surveys and satellite images. This person usually works with the government or a construction company to create urban planning and infrastructure development plans. The cartographer is an essential part of the construction business as it is necessary to know the lay of the land to build structures and edifices properly. The cartographer works alongside the architect and the overall engineer in a construction project.
- GIS
- Data Collection
- Extraction
- Remote Sensing
- GPS
- Bathymetric
Forensic Computer Examiner
Job description:
With the arrival of the computer age came a plethora of crimes. Forensic computer examiners collect and analyze data to uncover and prosecute electronic fraud, scams, and identify theft. As a forensic computer examiner, you will tackle cyber-crimes. In doing this, you must adhere strictly to the standards of evidence gathering found in general forensic science, being that legal cases depend on the integrity of evidence. Investigative and report writing skills will also be much-needed assets.
- Digital Forensics
- Extraction
- FTK
- Computer Forensics
- DOD
- Forensic Analysis
Gas Technician
Job description:
A gas technician specializes in installing and repairing gas systems and appliances in commercial establishments or residential areas. They visit sites to identify service requirements, inspect systems or equipment for any damage or gas leaks, troubleshoot problems, and perform the necessary installations, repairs, adjustments, or replacements. Moreover, a gas technician must maintain an active communication line with co-workers and be proactive at dealing with issues, especially with gas leaks, to ensure a healthy and safe environment for everyone.
- Data Collection
- Data Entry
- Control Systems
- Extraction
- Landfill
- CDL
Process Associate
Job description:
Process Associates are responsible for maintaining, monitoring, and improving the production processes for manufacturing organizations. They are responsible for inspecting existing processes to guide system upgrades, servicing production equipment, maintaining supplies and inventory, and adhering to safety and quality regulations for production processes. Process associates also write production process reports and help to troubleshoot issues pertinent to processes. They must be detailed oriented and possess technical knowledge of mechanical processes. A goof process associate will maintain the smooth running to achieve cost reduction and production rate improvement.
- Patients
- Customer Service
- Extraction
- Business Process
- Data Entry
- HR
Restoration Technician
Job description:
Restoration technicians give support to the victims of floods, fires, and other disasters by helping them to restore their homes. The technicians assess what can be saved, install new materials, and clean damaged properties. They are responsible for answering complaints, explaining job specifications, performing other customer service duties. Additionally, they adhere to personal safety standards by wearing the appropriate protective gear and using the right equipment. These technicians must have the ability to use hand tools, be physically fit, and have strong communication and listening skills.
- Customer Service
- Work Ethic
- Demolition
- Extraction
- Hand Tools
- Mold Remediation
Explosive Ordnance Technician
Job description:
An Explosive Ordnance Disposal (EOD) Technician is an expert that handles unexploded ammunition and secures the proper disposal of explosives and weaponry. They must be able to find, gather, and safely dispose of explosive devices. They assist federal, military, state, and local law enforcement agencies in anti-terrorism procedures. For this position, they must know how to locate and disable military, commercial, industrial, and improvised explosive devices and have experience as an Explosive Ordnance Disposal Noncommissioned Officer.
- Patrol
- Improvised Explosive Devices
- Extraction
- Law Enforcement Agencies
- EOD
- Explosive Ordnance Disposal
Molecular Research Technologist
Job description:
A molecular research technologist works in a laboratory and performs duties to analyze samples. Molecular research technologists are responsible for collecting samples for research, testing specimens using various materials and equipment, and studying how treatments and clinical drugs affect samples. They identify issues and troubleshooting, maintain data analysis records, entering data into a lab information system, and preparing lab equipment. They should perform complex procedures with understanding and a high degree of accuracy. As molecular research technologists, their skills are in demand in genotyping involving in the genetic and molecular sugarcane breeding program.
- CRISPR
- Lab Equipment
- Tissue Culture
- Chemistry
- Extraction
- Data Analysis
Molecular Laboratory Technologist
Job description:
A molecular laboratory technologist performs a number of duties to analyze samples in a laboratory setting. Their duties in this position are to collect samples for research, test specimens with a variety of equipment, and study how clinical drugs affect the samples. They are also responsible for maintaining data analysis records, troubleshooting issues, and preparing lab equipment. This position requires advanced education training in molecular biology.
- Next-Generation Sequencing
- Clinical Laboratory
- Molecular Biology
- Control Procedures
- Extraction
- Sops
Data Warehousing Specialist
- Data Warehouse
- Data Warehousing
- ETL
- Unix
- Extraction
- Business Rules
Molecular Technologist
Job description:
A molecular technologist is responsible for conducting laboratory examinations for clinical trials and medical research. Molecular technologists collect laboratory samples and document scientific findings to support claims and initial theories. They also utilize various advanced laboratory equipment and machinery, requiring them to have excellent knowledge of organizational skills to prevent potential hazards and inconsistencies in results. A molecular technologist works with chemical solutions and sensitive samples, resulting in strict compliance and adherence to safety protocols and regulations.
- Clinical Laboratory
- Next-Generation Sequencing
- Molecular Biology
- CLIA
- Extraction
- Specimen Handling
Forensic Scientist
Job description:
Forensic scientists work as experts in collecting evidence, analyzing evidence collected at crime scenes, and communicating with law enforcement. They can work as a lab manager and detective. They are responsible for ensuring that tests are performed correctly and ethically without any bias. They obtain evidence at the crime scene, making reports of the findings, examining the evidence in the lab if the evidence collected is relevant or not, and testifying in court. They report to superiors the findings of the analysis.
- Laboratory Equipment
- Physical Evidence
- Analytical Procedures
- Extraction
- Criminal Justice
- Test Results
SAP BW Consultant
Job description:
The job of an SAP business warehouse (BW) consultant is to design, analyze, and configure computer systems and software based on a client or employer's specifications. As an SAP BW consultant, your duties will typically include identifying and activating business data, defining and managing BW deliverables, and formulating key technical requirements for BW. Additionally, you will be responsible for designing, developing, testing, and implementing proposed and approved technological solutions, and for training and supervising junior SAP BW consultants.
- SAP BW
- Web Intelligence
- SAP BI
- Extraction
- Dashboards
- Data Loads
Biomedical Scientist
Job description:
A biomedical scientist conducts studies to help doctors diagnose and treat various illnesses. They primarily work at laboratories where they gather and analyze samples through different laboratory procedures, perform experiments, utilize special tools and equipment, perform experiments, identify blood groups, and monitor the effect of medication and treatment on the patients. Through their research findings, a biomedical scientist interprets the results and produces written reports, all while maintaining extensive records of every procedure. Moreover, a biomedical scientist keeps a clear communication line with fellow scientists and staff for an efficient and successful workflow.
- Biomedical
- Research Program
- Extraction
- PCR
- Sops
- FDA
How much can you earn with Extraction skills?
You can earn up to $50,698 a year with extraction skills if you become a computer forensics technician, the highest-paying job that requires extraction skills. Water quality specialists can earn the second-highest salary among jobs that use Python, $53,609 a year.
Job Title  | Average Salary | Hourly Rate |
|---|---|---|
| Computer Forensics Technician | $50,698 | $24 |
| Water Quality Specialist | $53,609 | $26 |
| Floor Technician | $29,785 | $14 |
| Cartographer | $62,172 | $30 |
| DNA Analyst | $55,294 | $27 |
Companies using Extraction in 2025
The top companies that look for employees with extraction skills are Intel, Healthcare Services Group, and Deloitte. In the millions of job postings we reviewed, these companies mention extraction skills most frequently.
| Rank | Company | % Of All Skills | Job Openings |
|---|---|---|---|
| 1 | Intel | 18% | 1,286 |
| 2 | Healthcare Services Group | 16% | 3,301 |
| 3 | Deloitte | 13% | 23,968 |
| 4 | Ericsson | 9% | 2,094 |
| 5 | U.S. Department of the Treasury | 8% | 0 |
Departments using Extraction
| Department | Average Salary |
|---|---|
| Engineering | $93,014 |
| Facilities | $46,737 |
9 courses for Extraction skills
1. Extract Text Data with Python and Regex
By the end of this project you will learn what is regular expressions and how it works. during this project we are going to learn about basic to advanced concepts of regex by formatting phone numbers, email addresses and URLs. after that we will learn how to use regular expressions for data cleaning. and finally in the final task we are going to work with a dataset consists of daily personal notes, and we are going to use RegEx to pull out useful information out of our raw text data...
2. Surviving Digital Forensics: RAM Extraction Fundamentals
Conducting a RAM extraction as part of the computer evidence collection process is a front line examiner skill which becoming more and more in demand. A system's live memory contains an assortment of valuable forensic data. A computer analyst trained in memory forensics can dig out evidence of hidden malware processes, user activity and encryption keys or password hashes that may be critical to accesses protected data. This class provides you with the foundation knowledge to help you make better decisions about why or why not to capture live memory. It also gives you hands on experience using a number of freely available RAM capture tools and covers the advanced topic of using Inception. Learn why RAM extractions are important and how the data can affect your case. Practical exercises give you hands on experience with different RAM extraction tools. Learn how to evaluate and benchmark your RAM capture tools. Learn how to use PALADIN to launch INCEPTION to gain access to password protected systems in order to extract RAM. Learn all of this in about one hour using all freely available tools...
3. YOLO: Automatic License Plate Detection & Extract text App
Welcome to NUMBER PLATE DETECTION AND OCR: A DEEP LEARNING WEB APP PROJECT from scratchImage Processing and Object Detection is one of the areas of Data Science and has a wide variety of applications in the industries in the current world. Many industries looking for a Data Scientist with these skills. This course covers modeling techniques including labeling Object Detection data (images), data preprocessing, Deep Learning Model building (InceptionResNet V2), evaluation, and production (Web App)We start this course Project Architecture that was followed to Develop this App in Python. Then I will show how to gather data and label images for object detection for Licence Plate or Number Plate using Image Annotation Tool which is open-source software developed in python GUI (pyQT). Then after we label the image we will work on data preprocessing, build and train deep learning object detection model (InceptionResnet V2) in TensorFlow 2. Once the model is trained with the best loss, we will evaluate the model. I will show you how to calculate the Intersection Over Union (IoU) The precision of the object detection model. Once we have done with the Object Detection model, then using this model we will crop the image which contains the license plate which is also called the region of interest (ROI), and pass the ROI to Optical Character Recognition API Tesseract in Python (Pytesseract). In this model, I will show you how to extract text from images. Now, we will put it all together and build a Pipeline Deep Learning model. In the final module, we will learn to create a web app project using FLASK Python. Initially, we will learn basics concepts in Flask like URL routing, render the template, template inheritance, etc. Then we will create our website using HTML, Bootstrap. With that we are finally ready with our App. WHAT YOU WILL LEARN?Building Project in Python ProgrammingLabeling Image for Object DetectionTrain Object Detection model (InceptionResNet V2) in TensorFlow 2. xModel EvaluationOptical Character Recognition with PytesseractFlask APIFlask Web App Development in HTML, Boostrap, PythonTrain YOLO model with Custom dataDevelop web application and integrate YOLO ModelWe know that Computer Vision-Based Web App is one of those topics that always leaves some doubts. Feel free to ask questions in Q & A and we are very happy to answer all your questions. We also provided all Notebooks, py files in the resources which will useful for reference...
4. Reading for Information Extraction: Get More Out Of Books
How do you conquer that endless reading list? And even if you do get around to reading, how do you process all that new information? In this course I will teach you a system for extracting information from the books you read, so that you get more reading done, learn more, and make that information more useful to you in the future.----This was the course I was searching for, for a long time!…This course should be seen by all starting students or (like me) all struggling old students who missed this in the past. - Udemy reviewDanny, does a great job laying the foundation of batch reading as well as offering many great pointers to facilitate and maximize the process. If you desire, or need to, do lots of research reading (business or academic) you will love this course. - Udemy review----I will help you implement a system to read books faster and get the information you want from them. Find more time for making reading a life-long habitLearn to read fasterLearn more from the books you readSet up a system for making information more useful to you laterConquer your reading list!----The information is not just for students or academics, but also for anyone who is trying to learn a new topic for personal or professional use. There is so much information available out there, this course provides tools to read and then extract and organize info in a meaningful way, such that you do not inefficiently duplicate work by reading twice…I can definitely apply many of the topics in this course immediately to improve my efficiency. - Udemy review----Get More Out of Your BooksThe endless list of books that you want to read sometimes stunts us from even beginning. And even those who do read regularly do not have a great system for actually getting the most from those books. By implementing the system this course teaches, students will begin to conquer their reading list, and feel confident that the information that they learn will be close by for the rest of their lives. Even in the age of blog posts and reddit threads, people still know their is value in reading the books of experts. Students who take this course will have a system in place to learn from those great minds who put the best of their knowledge into the books they write.----The course is well structured and extremely informative. Prof. Zacharias delivery kept me engaged. I have been searching for this type of course for years. I highly recommend this course to anyone that enjoys reading, but more so to students. My next semester starts on Wednesday and I look forward to implementing this system. Thank you! - Udemy review----Content and OverviewThe course begins with providing you some tips and encouragement to make more time for reading. The more intentional someone is about reading regularly, the more it will become a life-long habit. Although not a speed reading course, a section of the course is devoted to helping students to read at a faster pace. I cover both hard copy and eBook reading. The actual system of information extraction is thoroughly presented to the student, so that they clearly understand the steps taken through a book to get the information you wish to retain.----You will find no hyped up claims of doubling your reading speed in this course. It's a breath of fresh air. Reading can be hard work, but I appreciated the simple, no-nonsense approach of this course. - Udemy reviewI wish I had this information back in high school and college. Perfect system for teachers and public speakers to organize topics and information from textbooks. Thanks Danny! - Udemy Review...
5. Intelligently Extract Text & Data from Document with OCR NER
Welcome to Course Intelligently Extract Text & Data from Document with OCR NER!!! In this course you will learn how to develop customized Named Entity Recognizer. The main idea of this course is to extract entities from the scanned documents like invoice, Business Card, Shipping Bill, Bill of Lading documents etc. However, for the sake of data privacy we restricted our views to Business Card. But you can use the framework explained to all kinds of financial documents. Below given is the curriculum we are following to develop the project. To develop this project we will use two main technologies in data science are, Computer VisionNatural Language ProcessingIn Computer Vision module, we will scan the document, identify the location of text and finally extract text from the image. Then in Natural language processing, we will extract the entitles from the text and do necessary text cleaning and parse the entities form the text. Python Libraries used in Computer Vision Module. OpenCVNumpyPytesseractPython Libraries used in Natural Language ProcessingSpacyPandasRegular ExpressionStringAs are combining two major technologies to develop the project, for the sake of easy to understand we divide the course into several stage of development. Stage -1: We will setup the project by doing the necessary installations and requirements. Install PythonInstall DependenciesStage -2: We will do data preparation. That is we will extract text from images using Pytesseract and also do necessary cleaning. Gather ImagesOverview on PytesseractExtract Text from all ImageClean and Prepare textStage -3: We will see how to label NER data using BIO tagging. Manually Labeling with BIO techniqueB - BeginningI - InsideO - OutsideStage -4: We will further clean the text and preprocess the data for to train machine learning. Prepare Training Data for SpacyConvert data into spacy formatStage -5: With the preprocess data we will train the Named Entity model. Configuring NER ModelTrain the modelStage -6: We will predict the entitles using NER and model and create data pipeline for parsing text. Load ModelRender and Serve with DisplacyDraw Bounding Box on ImageParse Entitles from TextFinally, we will put all together and create document scanner app. Are you ready!!! Let start developing the Artificial Intelligence project...
6. Modern Dental Extractions - Fast, Painless, & Non-invasive
This is an comprehensive extraction and exodontia course for dentists of all skill sets. We cover better local anesthesia, superior modern forceps and instruments, atraumatic techniques, luxating elevators, case selection, medical concerns, and much more. This course helps you to avoid trouble with patients and procedures, and become a better dental clinician. It will provide you with a list of tools and techniques to use to perform more predictable, faster, less invasive, painless, efficient, and profitable dental extractions in your practice...
7. SAP BW 7.4 Zero to Hero - ERP Extraction
This courses provides complete ERP Extraction into SAP BW system. Step by step process how to extract the data using various extractors from SAP ERP system in SAP BW systems. How to Create Mater Data Tables?How to Create Transaction Data TablesGeneric Data SourcesGeneric DeltaGeneric Delta Options(Numeric Pointer, Calday, Timestamp)SAP BI ContentBI Content DatasourcesExtraction Data from BI Content DatasourcesLO Cockpit ExtractionLO Cokcpit Update modes and More...
8. SAP BW 7.4: Extraction Training 2017 - SAP BW
Course Updated On: 04th Aug 2018SAP BW is very Niche Skills and market has lot of demand for BW consultant as this skill provides best business solutions, eventually giving higher Turnovers & Profits but due to scarcity of such skilled manpower companies are bound to pay High Wages provided you must have sound knowledge about it. Why Learn SAP BW? As of 2015, the average SAP BI/BW starting salary is over $150,000! SAP BI/BW is a recession proof career as it is not related to IT. Big Data, Reporting. Analytics. Ride the wave with SAP BI/BW. Recommended For Anyone with an interest in SAP BI/BW Anyone interested in learning about data warehousing Anyone that has some knowledge of SAP and wants to get into the BI/BW space So if your a fresher or your already working with SAP looking to make your career in SAP BW then this is the perfect course for you. The course have loads of document on the relevant topics which will not find online. This course is the continuation of the course SAP BW Modeling. In this course the major topics that are covered are as follows: Generic ExtractionType of Generic DeltaLogistic ExtractionTypes Of Update ModeSafety Interval Upper & Lower LimitsCOPA ExtractionLoads Of Document on each topic After you have completed this course you will know each and every steps to Extract the Data to BW from Different source system and precautions to be taken so as to get a stable system *****If you are looking to get a BW Remote Access then just drop us a mail at cogent. Tutorials@gmail. com****...
9. Data Extraction Basics for Docs and Images with OCR and NER
Master Smart Data Extraction from PDF and Images with Python, Pandas, OCR, Tesseract, PyTesseract, OpenCV, Spacy, and NERGain a competitive edge in the world of computer vision by learning how to extract data from PDFs and images intelligently. In this comprehensive course, you'll learn how to use a variety of powerful tools and techniques, including: Python: A versatile and widely used programming language for data science and machine learningPandas: A powerful library for data manipulation and analysisOCR: Optical character recognition, used to convert images of text into machine-readable textTesseract: A popular open-source OCR enginePyTesseract: A Python wrapper for TesseractOpenCV: A computer vision librarySpacy: A natural language processing (NLP) libraryNER: Named entity recognition, used to identify and classify named entities in textYou'll also learn how to build a common pipeline for data extraction from different types of input documents, including structured PDF documents, scanned PDF documents, and Word documents. By the end of the course, you'll be able to develop robust data extraction solutions for a variety of real-world applications. Unique Offerings: Code walkthrough of working pipeline which performs various operations on documents such as conversion, extraction, and labelingLine-by-line code walkthrough of various operations performed at different stepsEnd product that you will build with us towards the end of course is in working condition and support is provided within 24 hours for any issues facedDetailed explanation of steps required to train Spacy for NER Key Topics: Understanding Data ConversionConversion and Extraction from structured PDF documentConversion of Scanned PDF documentConversion and Extraction of data from word documentCommon Format for PipelineImage Reading using PIL and OpenCVTesseract for ExtractionTesseract Page Segmentation Mode (PSM) and OCR Engine Mode (OEM)Extraction of Data from ImagePyTesseract OperationsNamed Entity Recognition (NER)Spacy Entity TypesIOB FormatLabelling with Spacy for NERTraining Spacy model on custom data using NERPredicting using Trained Spacy ModelPandasConvert Data to CSV Output...