Data Integration
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Data Integration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Integration over the 6 months to 19 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
19 Apr 2024
Same period 2023 Same period 2022
Rank 324 372 414
Rank change year-on-year +48 +42 -41
Permanent jobs citing Data Integration 874 961 1,351
As % of all permanent jobs advertised in the UK 0.90% 0.90% 0.88%
As % of the Processes & Methodologies category 1.04% 0.94% 0.92%
Number of salaries quoted 537 606 735
10th Percentile £41,250 £48,402 £44,183
25th Percentile £50,000 £57,500 £52,582
Median annual salary (50th Percentile) £67,500 £70,000 £67,500
Median % change year-on-year -3.57% +3.70% +12.50%
75th Percentile £87,500 £86,250 £85,000
90th Percentile £100,000 £100,000 £96,250
UK excluding London median annual salary £58,700 £62,500 £57,500
% change year-on-year -6.08% +8.70% +9.52%

All Process and Methodology Skills
UK

Data Integration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 83,814 101,905 146,218
As % of all permanent jobs advertised in the UK 86.22% 95.67% 95.49%
Number of salaries quoted 59,590 59,680 83,719
10th Percentile £29,000 £34,000 £33,250
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,500 £60,000
Median % change year-on-year -10.57% +2.50% +9.09%
75th Percentile £72,500 £82,500 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £54,882 £52,500
% change year-on-year -8.90% +4.54% +9.38%

Data Integration
Job Vacancy Trend

Job postings citing Data Integration as a proportion of all IT jobs advertised.

Job vacancy trend for Data Integration in the UK

Data Integration
Salary Trend

3-month moving average salary quoted in jobs citing Data Integration.

Salary trend for Data Integration in the UK

Data Integration
Salary Histogram

Salary distribution for jobs citing Data Integration over the 6 months to 19 April 2024.

Salary histogram for Data Integration in the UK

Data Integration
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Integration within the UK over the 6 months to 19 April 2024. 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 +69 826 £67,500 -3.57% 171
UK excluding London +49 451 £58,700 -6.08% 82
London +88 376 £75,000 - 91
Work from Home +103 336 £65,000 - 83
North of England +104 168 £65,000 +15.96% 26
South East -1 101 £45,000 -33.58% 20
Midlands +68 91 £58,700 +9.72% 15
North West +38 86 £67,500 +15.28% 18
West Midlands +74 69 £65,000 +25.00% 14
South West -1 51 £58,700 -13.04% 14
Yorkshire +109 42 £50,000 -27.27% 7
North East +17 40 £80,000 +53.85% 2
East Midlands -4 21 £49,000 -30.00% 1
Scotland -62 18 £65,000 -1.52% 4
East of England -9 13 £110,000 +76.00% 4
Wales +8 11 £46,060 -3.03%
Isle of Man - 2 £82,500 -

Data Integration
Co-occurring Skills and Capabilities 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 82 (9.38%) Apache Spark
2 41 (4.69%) SharePoint
3 37 (4.23%) Apache
4 28 (3.20%) Apache Airflow
5 22 (2.52%) SAS
6 18 (2.06%) Microsoft Exchange
7 8 (0.92%) IIS
8 7 (0.80%) Appian
8 7 (0.80%) Confluence
9 3 (0.34%) ArcGIS
9 3 (0.34%) Jupyter
10 2 (0.23%) Luigi
10 2 (0.23%) Mule
11 1 (0.11%) Apache Pig
11 1 (0.11%) BizTalk Server
11 1 (0.11%) Cloud Foundry
11 1 (0.11%) CMS
11 1 (0.11%) IBM HTTP Server
Applications
1 16 (1.83%) Microsoft Excel
2 13 (1.49%) Microsoft Office
3 9 (1.03%) Spreadsheet
4 8 (0.92%) Microsoft PowerPoint
5 7 (0.80%) MS Visio
6 4 (0.46%) SPSS
7 1 (0.11%) InVision
7 1 (0.11%) Oracle Smart View
7 1 (0.11%) Sketch
7 1 (0.11%) Zeplin
Business Applications
1 23 (2.63%) Dynamics CRM
2 14 (1.60%) SAP BPC
3 5 (0.57%) Oracle ERP
3 5 (0.57%) Sage X3
3 5 (0.57%) Workday HCM
4 4 (0.46%) SAP S/4HANA
4 4 (0.46%) Teamcenter
5 3 (0.34%) Salesforce CRM
5 3 (0.34%) Sparx Enterprise Architect
6 2 (0.23%) SAP Business One
6 2 (0.23%) SAP FI-GL
7 1 (0.11%) Cognos Controller
7 1 (0.11%) Dynamics NAV
7 1 (0.11%) HFM
7 1 (0.11%) IBM Planning Analytics
7 1 (0.11%) SAP CO
7 1 (0.11%) SAP ERP
7 1 (0.11%) SAP FI
7 1 (0.11%) SAP FI/CO
7 1 (0.11%) SAP QM
Cloud Services
1 440 (50.34%) Azure
2 282 (32.27%) AWS
3 218 (24.94%) GCP
4 150 (17.16%) Power Platform
5 75 (8.58%) Snowflake
6 71 (8.12%) Azure Data Factory
7 51 (5.84%) SaaS
8 50 (5.72%) Amazon S3
9 47 (5.38%) Azure DevOps
10 43 (4.92%) Microsoft 365
11 42 (4.81%) Serverless
12 38 (4.35%) Azure Cosmos DB
13 35 (4.00%) PowerApps
14 32 (3.66%) Dynamics 365
14 32 (3.66%) Matillion
15 29 (3.32%) Power Automate
16 27 (3.09%) Azure Synapse Analytics
17 25 (2.86%) dbt
17 25 (2.86%) GitHub
18 22 (2.52%) Cloud Computing
Communications & Networking
1 17 (1.95%) Network Security
2 15 (1.72%) Firewall
2 15 (1.72%) SSL
3 5 (0.57%) 5G
3 5 (0.57%) Broadband
3 5 (0.57%) DNS
3 5 (0.57%) VPN
4 1 (0.11%) LAN
4 1 (0.11%) PPP
4 1 (0.11%) SAN
4 1 (0.11%) VLAN
4 1 (0.11%) WAN
4 1 (0.11%) Wireless
Database & Business Intelligence
1 333 (38.10%) Data Warehouse
2 171 (19.57%) SQL Server
3 144 (16.48%) BigQuery
4 141 (16.13%) Power BI
5 130 (14.87%) Looker
6 123 (14.07%) Data Lake
7 67 (7.67%) SQL Server Integration Services
8 59 (6.75%) Elasticsearch
9 48 (5.49%) Data Mining
10 46 (5.26%) Big Data
10 46 (5.26%) Hadoop
11 45 (5.15%) Amazon Redshift
11 45 (5.15%) Tableau
12 41 (4.69%) Relational Database
13 37 (4.23%) Azure SQL Database
14 35 (4.00%) Star Schema
15 34 (3.89%) Delta Lake
16 33 (3.78%) NoSQL
16 33 (3.78%) PostgreSQL
17 31 (3.55%) SQL Server Analysis Services
Development Applications
1 36 (4.12%) JIRA
2 34 (3.89%) GitLab
3 28 (3.20%) Jenkins
4 24 (2.75%) Git
5 9 (1.03%) SQL Server Management Studio (SSMS)
6 7 (0.80%) TeamCity
7 6 (0.69%) Bitbucket
8 5 (0.57%) ERwin
9 4 (0.46%) Atlassian Bamboo
9 4 (0.46%) ER Studio
9 4 (0.46%) IBM UrbanCode
9 4 (0.46%) Oracle Forms
General
1 290 (33.18%) Analytical Skills
2 214 (24.49%) Social Skills
3 185 (21.17%) Finance
4 85 (9.73%) Legal
5 72 (8.24%) Banking
6 48 (5.49%) Inclusion and Diversity
7 39 (4.46%) Retail
8 30 (3.43%) Law
9 27 (3.09%) Presentation Skills
10 23 (2.63%) Public Sector
11 18 (2.06%) Marketing
12 17 (1.95%) Games
13 16 (1.83%) Manufacturing
14 13 (1.49%) Influencing Skills
14 13 (1.49%) Local Government
15 8 (0.92%) Financial Institution
15 8 (0.92%) Organisational Skills
16 4 (0.46%) Music Industry
16 4 (0.46%) Telecoms
17 3 (0.34%) Documentation Skills
Job Titles
1 255 (29.18%) Architect
2 233 (26.66%) Data Engineer
3 181 (20.71%) Data Architect
4 141 (16.13%) Senior
5 87 (9.95%) Developer
6 66 (7.55%) Lead
7 55 (6.29%) Analyst
8 52 (5.95%) Solutions Architect
9 43 (4.92%) Consultant
10 40 (4.58%) Senior Data Engineer
11 35 (4.00%) Business Intelligence Developer
12 33 (3.78%) Senior Architect
13 29 (3.32%) Cloud Architect
13 29 (3.32%) IT Architect
13 29 (3.32%) Power BI Developer
14 27 (3.09%) Product Manager
15 26 (2.97%) Data Analyst
16 24 (2.75%) Integration Engineer
17 22 (2.52%) Data Integration Engineer
18 21 (2.40%) Azure Engineer
Libraries, Frameworks & Software Standards
1 55 (6.29%) PySpark
2 52 (5.95%) Kafka
3 27 (3.09%) .NET
4 12 (1.37%) Web Services
5 11 (1.26%) JSON
5 11 (1.26%) Oracle Fusion
5 11 (1.26%) RESTful
6 10 (1.14%) HTML
7 9 (1.03%) CSS
7 9 (1.03%) React
8 7 (0.80%) ASP.NET
8 7 (0.80%) GraphQL
8 7 (0.80%) RabbitMQ
8 7 (0.80%) REST
8 7 (0.80%) XML
9 6 (0.69%) .NET Core
9 6 (0.69%) Catalyst
10 5 (0.57%) ADO
10 5 (0.57%) SOAP
10 5 (0.57%) Spring
Miscellaneous
1 155 (17.73%) Self-Motivation
2 119 (13.62%) Data Structures
3 68 (7.78%) Algorithms
4 62 (7.09%) Management Information System
5 36 (4.12%) Product Ownership
6 35 (4.00%) Reinsurance
7 34 (3.89%) Public Cloud
8 15 (1.72%) Cloud Native
8 15 (1.72%) Legacy Systems
9 14 (1.60%) Client/Server
10 13 (1.49%) IoT
10 13 (1.49%) Online Games
11 12 (1.37%) Distributed Systems
11 12 (1.37%) Enterprise Software
11 12 (1.37%) Low-Code
12 10 (1.14%) Blog
13 7 (0.80%) Mobile App
13 7 (0.80%) Renewable Energy
14 6 (0.69%) Analytical Mindset
14 6 (0.69%) Hybrid Cloud
Operating Systems
1 16 (1.83%) Windows
2 10 (1.14%) Windows Server
3 5 (0.57%) Linux
3 5 (0.57%) Unix
4 3 (0.34%) Windows 10
5 1 (0.11%) AIX
5 1 (0.11%) Windows Server 2019
Processes & Methodologies
1 495 (56.64%) ETL
2 433 (49.54%) Data Modelling
3 332 (37.99%) Problem-Solving
4 271 (31.01%) Analytics
5 264 (30.21%) Data Engineering
6 261 (29.86%) Data Governance
7 254 (29.06%) Agile
8 215 (24.60%) Data Architecture
9 208 (23.80%) Business Intelligence
10 205 (23.46%) Visualisation
11 173 (19.79%) Data Management
12 171 (19.57%) Mentoring
13 170 (19.45%) Data Visualisation
14 163 (18.65%) Data Pipeline
15 136 (15.56%) Data Security
16 133 (15.22%) Data Strategy
17 132 (15.10%) Data Analysis
18 125 (14.30%) Data Analytics
19 124 (14.19%) Innovative Thinking
19 124 (14.19%) Migration
Programming Languages
1 371 (42.45%) SQL
2 242 (27.69%) Python
3 38 (4.35%) C#
4 35 (4.00%) Java
5 30 (3.43%) R
6 29 (3.32%) Data Analysis Expressions
7 28 (3.20%) T-SQL
8 23 (2.63%) JavaScript
9 21 (2.40%) PowerShell
10 13 (1.49%) PL/SQL
11 10 (1.14%) Scala
12 8 (0.92%) C++
12 8 (0.92%) SAS Macro
13 7 (0.80%) Go
13 7 (0.80%) Perl
14 6 (0.69%) C
15 4 (0.46%) Kusto Query Language
15 4 (0.46%) MATLAB
16 2 (0.23%) VB
16 2 (0.23%) VB.NET
Qualifications
1 188 (21.51%) Degree
2 66 (7.55%) Computer Science Degree
3 44 (5.03%) Master's Degree
4 37 (4.23%) Security Cleared
5 29 (3.32%) SC Cleared
6 21 (2.40%) Microsoft Certification
7 13 (1.49%) DV Cleared
8 12 (1.37%) DBS Check
9 11 (1.26%) MBA
10 9 (1.03%) AWS Certification
10 9 (1.03%) Azure Certification
10 9 (1.03%) Numerate Degree
11 7 (0.80%) BPSS Clearance
12 6 (0.69%) CSPO
12 6 (0.69%) IIBA
13 5 (0.57%) AWS Certified Solutions Architect
14 4 (0.46%) MCSE
15 3 (0.34%) PMI Certification
16 2 (0.23%) MCP
16 2 (0.23%) MCSA
Quality Assurance & Compliance
1 285 (32.61%) Data Quality
2 118 (13.50%) GDPR
3 46 (5.26%) QA
4 11 (1.26%) Accessibility
5 4 (0.46%) SLA
5 4 (0.46%) Solvency II
6 2 (0.23%) California Consumer Privacy Act
6 2 (0.23%) ISO/IEC 27001
7 1 (0.11%) Actionable Recommendations
7 1 (0.11%) HIPAA
7 1 (0.11%) ISO 20022
7 1 (0.11%) PMO
System Software
1 21 (2.40%) Active Directory
2 15 (1.72%) Docker
3 6 (0.69%) Virtual Machines
4 4 (0.46%) Virtual Desktop
5 2 (0.23%) vSphere
6 1 (0.11%) Apache Flume
6 1 (0.11%) HDFS
6 1 (0.11%) Hyper-V
6 1 (0.11%) Microsoft Virtual Server
6 1 (0.11%) Virtual Servers
6 1 (0.11%) VMware ESXi
6 1 (0.11%) VMware Infrastructure
Systems Management
1 28 (3.20%) Terraform
2 18 (2.06%) Kubernetes
3 5 (0.57%) logstash
4 1 (0.11%) Control-M
4 1 (0.11%) Oracle Identity Management
4 1 (0.11%) SCCM
Vendors
1 195 (22.31%) Microsoft
2 186 (21.28%) Google
3 92 (10.53%) Databricks
4 81 (9.27%) Oracle
5 52 (5.95%) Informatica
6 40 (4.58%) SAP
7 21 (2.40%) Salesforce
8 13 (1.49%) ServiceNow
9 10 (1.14%) MuleSoft
10 8 (0.92%) IBM
11 7 (0.80%) Sage
12 6 (0.69%) Alteryx
12 6 (0.69%) Workday
13 5 (0.57%) Automation Anywhere
13 5 (0.57%) iManage
13 5 (0.57%) Virgin Media
14 4 (0.46%) Anaplan
14 4 (0.46%) Intapp
14 4 (0.46%) Splunk
15 3 (0.34%) AppDynamics