Data Development Job Trends

Data Development
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Data Development skills. It covers permanent job vacancies from the 6 months leading up to 9 January 2026, with comparisons to the same periods in the previous two years.

6 months to
9 Jan 2026
Same period 2025 Same period 2024
Rank 630 671 680
Rank change year-on-year +41 +9 +134
Permanent jobs citing Data Development 15 43 42
As % of all permanent jobs in the UK 0.025% 0.080% 0.077%
As % of the Processes & Methodologies category 0.031% 0.089% 0.086%
Number of salaries quoted 10 36 37
10th Percentile £46,325 £42,500 £52,500
25th Percentile £55,625 £52,500 £55,000
Median annual salary (50th Percentile) £60,000 £66,314 £65,000
Median % change year-on-year -9.52% +2.02% +7.44%
75th Percentile £70,203 £86,250 £73,750
90th Percentile £93,750 £100,000 £91,000
UK excluding London median annual salary £60,000 £57,530 £57,500
% change year-on-year +4.29% +0.05% -4.17%

All Process & Methodology Skills
UK

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

Permanent vacancies with a requirement for process or methodology skills 48,482 48,584 49,041
As % of all permanent jobs advertised in the UK 81.16% 90.44% 89.96%
Number of salaries quoted 28,500 23,705 37,321
10th Percentile £28,500 £35,000 £31,250
25th Percentile £37,000 £45,000 £42,500
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -4.00%
75th Percentile £75,000 £80,000 £78,750
90th Percentile £95,000 £100,000 £97,500
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% -4.55%

Data Development
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing Data Development relative to all permanent IT jobs advertised.

Data Development job vacancy trend in the UK

Data Development
Salary Trend

Salary distribution trend for jobs in the UK citing Data Development.

Salary distribution trend for jobs in the UK citing Data Development

Data Development
Salary Histogram

Salary distribution for jobs citing Data Development over the 6 months to 9 January 2026.

Salary histogram for Data Development in the UK

Data Development
Top 12 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Development within the UK over the 6 months to 9 January 2026. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +36 13 £60,000 -11.28% 14
UK excluding London +46 12 £60,000 +4.29% 14
Work from Home +66 4 £43,250 -38.21% 1
North of England +7 4 £60,000 +28.34% 4
Yorkshire -4 4 £60,000 +1.89% 1
London +40 3 £49,905 -46.05% 2
South East +26 2 £92,500 +117.65% 1
South West +6 2 - - 4
Scotland - 2 - - 1
West Midlands +20 1 £50,000 -26.07% 2
Midlands +19 1 £50,000 -26.07% 3
East of England +19 1 £70,000 +21.74%

Data Development
Co-Occurring Skills & Capabilities by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 4 (26.67%) Apache
1 4 (26.67%) Apache Spark
Cloud Services
1 7 (46.67%) Azure
2 6 (40.00%) Power Platform
3 5 (33.33%) dbt
4 4 (26.67%) AWS
4 4 (26.67%) Azure Data Factory
5 3 (20.00%) Amazon S3
5 3 (20.00%) Amazon SQS
5 3 (20.00%) AWS CloudFormation
5 3 (20.00%) AWS Lambda
5 3 (20.00%) AWS Step Functions
5 3 (20.00%) GitHub
5 3 (20.00%) Serverless
5 3 (20.00%) Snowflake
6 2 (13.33%) Microsoft 365
6 2 (13.33%) SaaS
7 1 (6.67%) GCP
7 1 (6.67%) Power Automate
7 1 (6.67%) PowerApps
Database & Business Intelligence
1 6 (40.00%) Data Warehouse
2 5 (33.33%) Data Vault
2 5 (33.33%) Metadata
3 4 (26.67%) Power BI
4 3 (20.00%) Amazon Aurora
4 3 (20.00%) Amazon Redshift
4 3 (20.00%) Apache Iceberg
4 3 (20.00%) Data Lake
5 2 (13.33%) Snowflake Schema
5 2 (13.33%) SQL Server
6 1 (6.67%) Apache Hive
6 1 (6.67%) NoSQL
General
1 7 (46.67%) Social Skills
2 5 (33.33%) Analytical Skills
3 4 (26.67%) Finance
4 3 (20.00%) Public Sector
5 2 (13.33%) Electronics
5 2 (13.33%) Manufacturing
5 2 (13.33%) Marketing
5 2 (13.33%) Telecoms
6 1 (6.67%) Inclusion and Diversity
Job Titles
1 7 (46.67%) Data Engineer
2 6 (40.00%) Senior
3 5 (33.33%) Senior Data Engineer
4 3 (20.00%) Lead
5 2 (13.33%) Data Modeller
5 2 (13.33%) Developer
6 1 (6.67%) Artificial Intelligence Developer
6 1 (6.67%) Database Engineer
6 1 (6.67%) Development Team Leader
6 1 (6.67%) Senior Developer
6 1 (6.67%) Team Leader
Libraries, Frameworks & Software Standards
1 5 (33.33%) Pandas
2 1 (6.67%) JSON
2 1 (6.67%) NumPy
2 1 (6.67%) PySpark
2 1 (6.67%) XML
Miscellaneous
1 3 (20.00%) Virtual Team
2 1 (6.67%) Algorithms
2 1 (6.67%) Distributed Computing
2 1 (6.67%) Distributed Systems
2 1 (6.67%) Low-Code
2 1 (6.67%) Reference Data
2 1 (6.67%) Semantic Web
Processes & Methodologies
1 10 (66.67%) Business Intelligence
2 9 (60.00%) Data Modelling
3 7 (46.67%) ETL
4 6 (40.00%) Data Management
5 5 (33.33%) Agile
5 5 (33.33%) Data Architecture
5 5 (33.33%) Data Engineering
5 5 (33.33%) Data Pipeline
5 5 (33.33%) Problem-Solving
6 4 (26.67%) CI/CD
6 4 (26.67%) Coaching
6 4 (26.67%) Data Governance
6 4 (26.67%) Data Science
6 4 (26.67%) Data Security
6 4 (26.67%) Decision-Making
6 4 (26.67%) Validation
7 3 (20.00%) Migration
7 3 (20.00%) Project Management
7 3 (20.00%) Scrum
7 3 (20.00%) Stakeholder Management
Programming Languages
1 7 (46.67%) Python
2 6 (40.00%) SQL
3 1 (6.67%) C#
3 1 (6.67%) PowerShell
3 1 (6.67%) R
3 1 (6.67%) T-SQL
Qualifications
1 6 (40.00%) Security Cleared
2 5 (33.33%) SC Cleared
3 1 (6.67%) AWS Certification
3 1 (6.67%) Degree
3 1 (6.67%) DV Cleared
3 1 (6.67%) Microsoft Certification
Quality Assurance & Compliance
1 7 (46.67%) Data Quality
2 1 (6.67%) Accessibility
2 1 (6.67%) QA
System Software
1 3 (20.00%) Docker
Vendors
1 9 (60.00%) Microsoft
2 2 (13.33%) Databricks
2 2 (13.33%) SAP