Design and build data extraction, ingestion, and pipeline flows across deployments (TELUS, Health, Digital, Agriculture), both cloud and on-prem where applicable * Implement data contracts at the ...
Design and build data extraction, ingestion, and pipeline flows across deployments (TELUS, Health, Digital, Agriculture), both cloud and on-prem where applicable * Implement data contracts at the ...
Design and build data extraction, ingestion, and pipeline flows across deployments (TELUS, Health, Digital, Agriculture), both cloud and on-prem where applicable * Implement data contracts at the ...
Design and build data extraction, ingestion, and pipeline flows across deployments (TELUS, Health, Digital, Agriculture), both cloud and on-prem where applicable * Implement data contracts at the ...
Senior Data Scientist
CA$90K - CA$160K/yr
The Collection Platforms & AI team you will work on building ML powered products and capabilities to power natural language understanding, data extraction, information retrieval and data sourcing ...
Senior Data Scientist
CA$90K - CA$160K/yr
The Collection Platforms & AI team you will work on building ML powered products and capabilities to power natural language understanding, data extraction, information retrieval and data sourcing ...
Extract data: Assist with data extraction, transformation, and load (ETL) from client ERPs supported by CDST and offshoring teams . * Perform Analytics: Support teams in leveraging Alteryx Server for ...
Extract data: Assist with data extraction, transformation, and load (ETL) from client ERPs supported by CDST and offshoring teams . * Perform Analytics: Support teams in leveraging Alteryx Server for ...
Extract data: Assist with data extraction, transformation, and load (ETL) from client ERPs supported by CDST and offshoring teams . * Perform Analytics: Support teams in leveraging Alteryx Server for ...
Extract data: Assist with data extraction, transformation, and load (ETL) from client ERPs supported by CDST and offshoring teams . * Perform Analytics: Support teams in leveraging Alteryx Server for ...
Lead delivery of modern data platforms on Databricks (ETL/ELT pipelines, workload migrations, governance enablement). * Implement Delta Lake / Lakehouse patterns including medallion architecture, CDC ...
Lead delivery of modern data platforms on Databricks (ETL/ELT pipelines, workload migrations, governance enablement). * Implement Delta Lake / Lakehouse patterns including medallion architecture, CDC ...
Senior Full Stack Developer
Calgary, AB · On-site
In addition to automation of data extraction at scale, we emphasize quality with a specialized human-in-the-loop interface, ensuring accuracy of extractions before delivering data downstream. You'll ...
Quick apply
Senior Full Stack Developer
Calgary, AB · On-site
In addition to automation of data extraction at scale, we emphasize quality with a specialized human-in-the-loop interface, ensuring accuracy of extractions before delivering data downstream. You'll ...
Data Science Manager
Calgary, AB · On-site
As a key part of this process, you will make most appropriate model selection and ensure quality and delivery of statistical and AI/ML models, computations, and data ETL by the data science team, to ...
Data Science Manager
Calgary, AB · On-site
As a key part of this process, you will make most appropriate model selection and ensure quality and delivery of statistical and AI/ML models, computations, and data ETL by the data science team, to ...
The existing data marts extract, process, re-structure and aggregate data required for strategic, operational and ad hoc reporting of court data stored in the Justice Online Information Network (JOIN ...
Quick apply
The existing data marts extract, process, re-structure and aggregate data required for strategic, operational and ad hoc reporting of court data stored in the Justice Online Information Network (JOIN ...
The existing data marts extract, process, re-structure and aggregate data required for strategic, operational and ad hoc reporting of court data stored in the Justice Online Information Network (JOIN ...
Quick apply
The existing data marts extract, process, re-structure and aggregate data required for strategic, operational and ad hoc reporting of court data stored in the Justice Online Information Network (JOIN ...
Establish scalable ETL/ELT processes that efficiently ingest, transform, and prepare data from diverse sources for analytics and reporting. Build and manage GCP resources using Pulumi and YAML ...
Establish scalable ETL/ELT processes that efficiently ingest, transform, and prepare data from diverse sources for analytics and reporting. Build and manage GCP resources using Pulumi and YAML ...
Establish scalable ETL/ELT processes that efficiently ingest, transform, and prepare data from diverse sources for analytics and reporting. Build and manage GCP resources using Pulumi and YAML ...
Establish scalable ETL/ELT processes that efficiently ingest, transform, and prepare data from diverse sources for analytics and reporting. Build and manage GCP resources using Pulumi and YAML ...
Data Engineer
Edmonton, AB · Hybrid
Build and maintain ETL pipelines that harvest data from operational systems and load the data into the warehouse. Work with Business Analysts and Developers to ensure the warehouse contains the ...
Data Engineer
Edmonton, AB · Hybrid
Build and maintain ETL pipelines that harvest data from operational systems and load the data into the warehouse. Work with Business Analysts and Developers to ensure the warehouse contains the ...
Design, build, and maintain scalable and reliable batch and real-time ETL/ELT data pipelines using cloud services such as GCP Dataflow, Cloud Functions, Pub/Sub, and Cloud Composer . * Architect and ...
Design, build, and maintain scalable and reliable batch and real-time ETL/ELT data pipelines using cloud services such as GCP Dataflow, Cloud Functions, Pub/Sub, and Cloud Composer . * Architect and ...
L3 Data Management (GCP)
Calgary, AB · On-site +1
Support the development and maintenance of ETL (Extract, Transform, Load) processes and integration workflows to ingest, process, and transform data from various sources * Participate in CI/CD ...
L3 Data Management (GCP)
Calgary, AB · On-site +1
Support the development and maintenance of ETL (Extract, Transform, Load) processes and integration workflows to ingest, process, and transform data from various sources * Participate in CI/CD ...
L3 Data Management (GCP)
Edmonton, AB · On-site +1
Support the development and maintenance of ETL (Extract, Transform, Load) processes and integration workflows to ingest, process, and transform data from various sources * Participate in CI/CD ...
L3 Data Management (GCP)
Edmonton, AB · On-site +1
Support the development and maintenance of ETL (Extract, Transform, Load) processes and integration workflows to ingest, process, and transform data from various sources * Participate in CI/CD ...
Extract, clean, transform, map, reconcile, and load data from multiple source platforms, spreadsheets, files, and custom systems into a single, consistent target model. * Analyze source data to ...
Extract, clean, transform, map, reconcile, and load data from multiple source platforms, spreadsheets, files, and custom systems into a single, consistent target model. * Analyze source data to ...
Databricks Engineer
Calgary, AB · On-site
Lead the implementation of modern data platforms and architectures on Databricks (including ETL, workload migrations, and Unity Catalog). * Design and implement data pipelines using Azure Databricks ...
Databricks Engineer
Calgary, AB · On-site
Lead the implementation of modern data platforms and architectures on Databricks (including ETL, workload migrations, and Unity Catalog). * Design and implement data pipelines using Azure Databricks ...
Optimizing existing ETL process and data transformations. Create technical documentation for solutions that have been built. Troubleshoot production systems, address technical issues, etc. Team ...
Optimizing existing ETL process and data transformations. Create technical documentation for solutions that have been built. Troubleshoot production systems, address technical issues, etc. Team ...
Application Support Analyst
Calgary, AB · On-site
Proficiency in writing complex SQL queries for data extraction, transformation, and troubleshooting. * Familiarity with business intelligence tools such as Power BI, Tableau, or similar platforms.
Quick apply
Application Support Analyst
Calgary, AB · On-site
Proficiency in writing complex SQL queries for data extraction, transformation, and troubleshooting. * Familiarity with business intelligence tools such as Power BI, Tableau, or similar platforms.
Data Extraction information
See Alberta salary details
$15.15 is the 25th percentile. Wages below this are outliers.
$11.54 - $16.83
37% of jobs
The median wage is $21.23 / hr.
$16.83 - $22.12
16% of jobs
$22.12 - $27.40
12% of jobs
$29.98 is the 75th percentile. Wages above this are outliers.
$27.40 - $32.69
22% of jobs
$32.69 - $37.98
2% of jobs
$37.98 - $43.27
2% of jobs
$43.27 - $48.56
1% of jobs
$48.56 - $53.85
5% of jobs
$53.85 - $59.13
2% of jobs
$59.13 - $64.42
0% of jobs
$64.42 - $69.71
1% of jobs
$11
$28
$69
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?

TELUS rating
8.2
Based on 10 frontline employees who took The Breakroom Quiz
24th of 96 rated telecommunications companies
Job description
Data Foundation is the managed ingestion service for TELUS - the team that gets data into the platform, keeps it flowing, and guarantees its quality before anyone downstream feels a problem. We operate multiple deployments across TELUS, Health, Digital, and Agriculture under one operating model, and we own everything from source to trusted raw data.
In this role, you will design, develop, and support data pipelines and the platform they run on. You'll build ingestion flows, contribute to the onboarding tooling every team at TELUS uses to bring data into the platform, and play an active role in the SRE practice that keeps everything running. You'll work across greenfield deployments, legacy system migrations, and the standards that define how data moves across TELUS.
You'll also mentor junior team members and lead resolution of critical operational issues. This is a role for someone who takes ownership and brings others along.
Pipeline & Ingestion Engineering
- Design and build data extraction, ingestion, and pipeline flows across deployments (TELUS, Health, Digital, Agriculture), both cloud and on-prem where applicable
- Implement data contracts at the ingestion layer ensuring data arrives, flows on schedule, and meets quality standards before it becomes available as raw data
- Contribute to the inner-source codebase; participate in solution reviews and code reviews for pipelines contributed by Health, Digital, and other teams
Site Reliability & Data Quality
- Develop test strategies and site reliability engineering measures for data pipelines and solutions, build automated assurance in, not manual checks after
- Lead resolution of critical operations issues including post-implementation reviews and blameless post-mortems
Participate in on-call rotation
Onboarding Tooling & Standards
- Build and maintain the self-serve onboarding tooling that source teams and business units use to bring new data sources into the platform
- Perform application impact assessments, requirements reviews, and develop work estimates for onboarding requests
- Contribute to the onboarding standard, ensuring it stays consistent and usable across all deployments
Platform & Infrastructure
- Apply working knowledge of infrastructure-as-code to contribute to the shared GKE cluster and deployment pipelines
- Participate in agile development scrums and solution reviews
- Mentor L1 and L2 Data Engineering Specialists on the team
- 4+ years of data engineering experience
- 2+ years working on data solution architecture and design
- Intermediate proficiency in Python or Java, including pipeline development
- SQL and database proficiency
- Familiarity with quality assurance and site reliability engineering practices for data solutions
- Working knowledge of infrastructure-as-code (Terraform, Ansible, Pulumi, or equivalent)
- Data modeling experience
- Bachelor's degree in Software Engineering, Computer Science, Mathematics, or a related field (or equivalent experience)
Great-to-haves
- Data Engineering certification
- Experience with Kafka or streaming data movement patterns
- GCP and BigQuery experience
- Familiarity with Kubernetes/GKE
- Background in a regulated industry (healthcare, telecommunications) or compliance-driven data environments
- Experience contributing to or maintaining a shared internal platform used by multiple teams