Data Validation Jobs with Work from Home Options

Data Validation
UK > Work from Home

The table below provides summary statistics for permanent remote or hybrid work requiring Data Validation skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Validation over the 6 months leading up to 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 543 610 792
Rank change year-on-year +67 +182 -241
Permanent jobs citing Data Validation 59 23 109
As % of all permanent jobs with a WFH option 0.17% 0.061% 0.14%
As % of the Processes & Methodologies category 0.19% 0.064% 0.15%
Number of salaries quoted 55 19 40
10th Percentile £41,250 £38,250 £35,875
25th Percentile £50,500 £40,294 £44,500
Median annual salary (50th Percentile) £67,500 £47,500 £57,501
Median % change year-on-year +42.11% -17.39% +43.75%
75th Percentile £72,433 £48,750 £77,500
90th Percentile £107,500 £57,000 -
UK median annual salary £70,000 £50,250 £60,000
% change year-on-year +39.30% -16.25% +14.29%

All Process and Methodology Skills
Work from Home

Data Validation falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies with remote or hybrid options requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 31,847 35,988 73,511
As % of all permanent jobs with a WFH option 89.59% 96.02% 97.15%
Number of salaries quoted 23,766 25,695 42,040
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £46,250
Median annual salary (50th Percentile) £57,500 £63,000 £60,000
Median % change year-on-year -8.73% +5.00% +9.09%
75th Percentile £75,000 £82,500 £80,000
90th Percentile £95,000 £100,000 £95,000
UK median annual salary £55,000 £60,899 £60,000
% change year-on-year -9.69% +1.50% +9.09%

Data Validation
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Data Validation as a proportion of all IT jobs advertised.

Data Validation trend for jobs with a WFH option

Data Validation
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Data Validation.

Data Validation salary trend for jobs with a WFH option

Data Validation
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Data Validation over the 6 months to 12 June 2024.

Data Validation salary histogram for jobs with a WFH option

Data Validation
Co-occurring Skills and Capabilities with WFH Options by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 4 (6.78%) Apache
1 4 (6.78%) Apache Spark
Applications
1 5 (8.47%) Microsoft Excel
2 1 (1.69%) Adobe XD
2 1 (1.69%) Simulink
Business Applications
1 1 (1.69%) Dynamics AX
Cloud Services
1 21 (35.59%) Azure
2 12 (20.34%) AWS
3 11 (18.64%) GCP
4 5 (8.47%) Power Platform
5 4 (6.78%) dbt
5 4 (6.78%) Prefect
6 3 (5.08%) Azure Data Factory
6 3 (5.08%) Azure Synapse Analytics
7 1 (1.69%) Dynamics 365
7 1 (1.69%) SaaS
Database & Business Intelligence
1 15 (25.42%) SQL Server
2 10 (16.95%) SQL Server Reporting Services
3 9 (15.25%) Data Warehouse
4 5 (8.47%) Power BI
5 4 (6.78%) Big Data
5 4 (6.78%) SQL Server Integration Services
6 3 (5.08%) Data Lake
6 3 (5.08%) Qlik Sense
6 3 (5.08%) Tableau
7 1 (1.69%) Metadata
7 1 (1.69%) MySQL
7 1 (1.69%) Relational Database
Development Applications
1 4 (6.78%) Git
1 4 (6.78%) Selenium
2 3 (5.08%) Subversion
3 2 (3.39%) Visual Studio
General
1 14 (23.73%) Finance
2 8 (13.56%) Social Skills
3 7 (11.86%) Analytical Skills
4 6 (10.17%) Banking
5 3 (5.08%) Marketing
6 2 (3.39%) Telecoms
7 1 (1.69%) Automotive
7 1 (1.69%) Influencing Skills
7 1 (1.69%) Law
7 1 (1.69%) Legal
7 1 (1.69%) Public Sector
Job Titles
1 21 (35.59%) Lead
2 16 (27.12%) Senior
3 12 (20.34%) Analyst
4 11 (18.64%) DBA
5 8 (13.56%) Developer
5 8 (13.56%) Test Analyst
6 7 (11.86%) Data Scientist
6 7 (11.86%) Senior Data Scientist
7 6 (10.17%) SQL DBA
8 4 (6.78%) Data Analyst
8 4 (6.78%) Data Engineer
8 4 (6.78%) Data Manager
8 4 (6.78%) Data Technician
8 4 (6.78%) Database Developer
8 4 (6.78%) Engineering Manager
8 4 (6.78%) QA Leader
8 4 (6.78%) Senior Manager
8 4 (6.78%) Senior Technician
9 3 (5.08%) Lead Data Analyst
9 3 (5.08%) Salesforce Developer
Libraries, Frameworks & Software Standards
1 6 (10.17%) Pandas
1 6 (10.17%) XGBoost
2 4 (6.78%) PySpark
3 3 (5.08%) Lightning Web Components
4 2 (3.39%) CSS
4 2 (3.39%) HTML
4 2 (3.39%) React
5 1 (1.69%) AngularJS
5 1 (1.69%) JSON
5 1 (1.69%) Laravel
5 1 (1.69%) RESTful
5 1 (1.69%) Swagger
5 1 (1.69%) Vue
Miscellaneous
1 12 (20.34%) Management Information System
2 9 (15.25%) Data Structures
3 4 (6.78%) Product Ownership
4 2 (3.39%) Driving Licence
5 1 (1.69%) Analytical Mindset
5 1 (1.69%) Legacy Systems
5 1 (1.69%) Self-Motivation
Operating Systems
1 2 (3.39%) Linux
Processes & Methodologies
1 59 (100.00%) Validation
2 22 (37.29%) Decision-Making
3 19 (32.20%) Agile
4 17 (28.81%) Data Science
5 16 (27.12%) Mentoring
6 14 (23.73%) Data Pipeline
7 13 (22.03%) Data Modelling
8 12 (20.34%) Database Optimisation
9 11 (18.64%) Capacity Planning
9 11 (18.64%) Data Protection
9 11 (18.64%) Data Security
9 11 (18.64%) Disaster Recovery
10 9 (15.25%) ETL
10 9 (15.25%) Regression Testing
11 8 (13.56%) Business Intelligence
11 8 (13.56%) Functional Testing
11 8 (13.56%) Software Testing
11 8 (13.56%) System Testing
11 8 (13.56%) Test Strategy
11 8 (13.56%) User Acceptance Testing
Programming Languages
1 36 (61.02%) SQL
2 18 (30.51%) Python
3 3 (5.08%) Apex Code
3 3 (5.08%) Julia
3 3 (5.08%) R
4 2 (3.39%) JavaScript
4 2 (3.39%) PowerShell
4 2 (3.39%) T-SQL
5 1 (1.69%) Java
5 1 (1.69%) MATLAB
5 1 (1.69%) PHP
5 1 (1.69%) TypeScript
Qualifications
1 8 (13.56%) ISEB
2 6 (10.17%) Degree
3 4 (6.78%) Numerate Degree
4 1 (1.69%) Computer Science Degree
Quality Assurance & Compliance
1 7 (11.86%) Data Quality
2 5 (8.47%) QA
System Software
1 2 (3.39%) Docker
Systems Management
1 4 (6.78%) Terraform
2 1 (1.69%) Kubernetes
Vendors
1 11 (18.64%) Databricks
1 11 (18.64%) Google
2 3 (5.08%) RedGate
2 3 (5.08%) Salesforce
3 1 (1.69%) Adobe