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 18 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 344 373 426
Rank change year-on-year +29 +53 -52
Permanent jobs citing Data Integration 832 883 1,411
As % of all permanent jobs advertised in the UK 0.83% 0.89% 0.88%
As % of the Processes & Methodologies category 0.98% 0.93% 0.92%
Number of salaries quoted 524 566 719
10th Percentile £40,500 £47,500 £42,500
25th Percentile £50,625 £56,283 £52,582
Median annual salary (50th Percentile) £67,122 £70,000 £70,000
Median % change year-on-year -4.11% - +12.00%
75th Percentile £87,000 £86,250 £87,750
90th Percentile £100,000 £105,000 £97,500
UK excluding London median annual salary £58,700 £62,500 £55,750
% change year-on-year -6.08% +12.11% +6.19%

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 85,135 94,784 153,905
As % of all permanent jobs advertised in the UK 85.22% 95.58% 95.76%
Number of salaries quoted 59,872 55,911 82,488
10th Percentile £29,089 £34,000 £33,635
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,180 £60,000
Median % change year-on-year -10.10% +1.97% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +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 18 May 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 18 May 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 +45 787 £67,500 -3.57% 188
UK excluding London +45 438 £58,700 -6.08% 103
London +60 350 £75,000 - 99
Work from Home +104 330 £65,000 - 82
North of England +108 168 £64,000 +16.36% 36
South East +9 100 £45,000 -33.58% 22
Midlands +52 89 £62,900 +0.64% 21
North West +39 88 £60,000 +9.09% 21
West Midlands +64 72 £65,000 +18.18% 18
South West -22 45 £55,000 -19.68% 9
Yorkshire +91 40 £50,000 -26.98% 12
North East +14 40 £80,000 +53.85% 3
Scotland -70 17 £65,000 -7.14% 4
East Midlands 0 15 £45,000 -35.71% 3
East of England -25 13 £110,000 +76.00% 6
Wales +11 8 £46,780 - 2
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 57 (6.85%) Apache Spark
2 39 (4.69%) SharePoint
3 28 (3.37%) Apache Airflow
4 26 (3.13%) Apache
5 21 (2.52%) SAS
6 17 (2.04%) Microsoft Exchange
7 9 (1.08%) Confluence
8 7 (0.84%) Appian
9 5 (0.60%) IIS
10 3 (0.36%) ArcGIS
10 3 (0.36%) Jupyter
11 2 (0.24%) BizTalk Server
11 2 (0.24%) Luigi
12 1 (0.12%) Apache Pig
12 1 (0.12%) Cloud Foundry
12 1 (0.12%) CMS
12 1 (0.12%) Mule
12 1 (0.12%) Oracle Workflow
Applications
1 17 (2.04%) Microsoft Excel
2 11 (1.32%) Microsoft Office
3 9 (1.08%) Microsoft PowerPoint
3 9 (1.08%) Spreadsheet
4 7 (0.84%) MS Visio
5 4 (0.48%) SPSS
6 1 (0.12%) InVision
6 1 (0.12%) Oracle Smart View
6 1 (0.12%) Sketch
6 1 (0.12%) Zeplin
Business Applications
1 22 (2.64%) Dynamics CRM
2 14 (1.68%) SAP BPC
3 5 (0.60%) Oracle ERP
3 5 (0.60%) Sage X3
3 5 (0.60%) Workday HCM
4 4 (0.48%) Salesforce CRM
4 4 (0.48%) SAP S/4HANA
4 4 (0.48%) Teamcenter
5 2 (0.24%) Dynamics NAV
5 2 (0.24%) NetSuite
5 2 (0.24%) SAP Business One
5 2 (0.24%) SAP FI-GL
5 2 (0.24%) Sparx Enterprise Architect
6 1 (0.12%) Cognos Controller
6 1 (0.12%) HFM
6 1 (0.12%) IBM Planning Analytics
6 1 (0.12%) SAP CO
6 1 (0.12%) SAP ERP
6 1 (0.12%) SAP FI/CO
6 1 (0.12%) SAP QM
Cloud Services
1 414 (49.76%) Azure
2 267 (32.09%) AWS
3 188 (22.60%) GCP
4 126 (15.14%) Power Platform
5 72 (8.65%) Snowflake
6 55 (6.61%) Azure Data Factory
7 53 (6.37%) SaaS
8 43 (5.17%) Microsoft 365
9 40 (4.81%) Amazon S3
9 40 (4.81%) Azure DevOps
10 37 (4.45%) Serverless
11 36 (4.33%) Azure Cosmos DB
12 34 (4.09%) PowerApps
13 32 (3.85%) Matillion
14 31 (3.73%) Dynamics 365
15 30 (3.61%) Power Automate
16 25 (3.00%) Cloud Computing
17 24 (2.88%) dbt
18 20 (2.40%) Azure Synapse Analytics
19 18 (2.16%) AWS Lambda
Communications & Networking
1 18 (2.16%) Network Security
2 15 (1.80%) Firewall
2 15 (1.80%) SSL
3 5 (0.60%) 5G
3 5 (0.60%) Broadband
3 5 (0.60%) DNS
3 5 (0.60%) VPN
4 2 (0.24%) LAN
4 2 (0.24%) WAN
4 2 (0.24%) Wireless
5 1 (0.12%) PPP
5 1 (0.12%) SAN
Database & Business Intelligence
1 327 (39.30%) Data Warehouse
2 155 (18.63%) SQL Server
3 132 (15.87%) BigQuery
4 117 (14.06%) Looker
4 117 (14.06%) Power BI
5 95 (11.42%) Data Lake
6 65 (7.81%) SQL Server Integration Services
7 50 (6.01%) Elasticsearch
8 40 (4.81%) Data Mining
9 39 (4.69%) Amazon Redshift
10 37 (4.45%) Hadoop
11 35 (4.21%) Star Schema
12 33 (3.97%) Big Data
12 33 (3.97%) Delta Lake
13 29 (3.49%) Azure SQL Database
13 29 (3.49%) Tableau
14 26 (3.13%) SQL Server Analysis Services
14 26 (3.13%) SQL Server Reporting Services
15 24 (2.88%) Data Vault
16 23 (2.76%) Relational Database
Development Applications
1 37 (4.45%) JIRA
2 33 (3.97%) GitLab
3 24 (2.88%) Git
4 17 (2.04%) Jenkins
5 6 (0.72%) ERwin
5 6 (0.72%) SQL Server Management Studio (SSMS)
5 6 (0.72%) TeamCity
6 5 (0.60%) Bitbucket
6 5 (0.60%) ER Studio
6 5 (0.60%) Oracle Forms
7 4 (0.48%) Atlassian Bamboo
7 4 (0.48%) IBM UrbanCode
8 1 (0.12%) NUnit
General
1 266 (31.97%) Analytical Skills
2 217 (26.08%) Social Skills
3 169 (20.31%) Finance
4 83 (9.98%) Legal
5 58 (6.97%) Banking
6 42 (5.05%) Inclusion and Diversity
7 28 (3.37%) Law
7 28 (3.37%) Retail
8 26 (3.13%) Presentation Skills
9 20 (2.40%) Public Sector
10 16 (1.92%) Games
11 15 (1.80%) Manufacturing
12 13 (1.56%) Local Government
13 11 (1.32%) Marketing
14 9 (1.08%) Financial Institution
14 9 (1.08%) Organisational Skills
15 7 (0.84%) Influencing Skills
16 4 (0.48%) Music Industry
17 3 (0.36%) Documentation Skills
17 3 (0.36%) Telecoms
Job Titles
1 240 (28.85%) Architect
2 226 (27.16%) Data Engineer
3 173 (20.79%) Data Architect
4 126 (15.14%) Senior
5 79 (9.50%) Developer
6 61 (7.33%) Lead
7 52 (6.25%) Analyst
8 47 (5.65%) Solutions Architect
9 38 (4.57%) Senior Data Engineer
10 37 (4.45%) Consultant
11 29 (3.49%) Business Intelligence Developer
11 29 (3.49%) Senior Architect
12 28 (3.37%) Product Manager
13 27 (3.25%) Integration Engineer
14 26 (3.13%) Power BI Developer
15 25 (3.00%) Data Integration Engineer
16 22 (2.64%) Data Analyst
16 22 (2.64%) Lead Data Engineer
17 21 (2.52%) Cloud Architect
18 20 (2.40%) AWS Engineer
Libraries, Frameworks & Software Standards
1 55 (6.61%) PySpark
2 31 (3.73%) Kafka
3 25 (3.00%) .NET
4 12 (1.44%) Web Services
5 10 (1.20%) Oracle Fusion
6 9 (1.08%) JSON
6 9 (1.08%) RESTful
7 8 (0.96%) HTML
7 8 (0.96%) React
8 7 (0.84%) GraphQL
9 6 (0.72%) Catalyst
9 6 (0.72%) CSS
9 6 (0.72%) RabbitMQ
9 6 (0.72%) REST
9 6 (0.72%) XML
10 5 (0.60%) ADO
10 5 (0.60%) ASP.NET
10 5 (0.60%) SOAP
11 4 (0.48%) Itk
11 4 (0.48%) Spring
Miscellaneous
1 156 (18.75%) Self-Motivation
2 116 (13.94%) Data Structures
3 70 (8.41%) Algorithms
4 67 (8.05%) Management Information System
5 35 (4.21%) Product Ownership
5 35 (4.21%) Reinsurance
6 30 (3.61%) Public Cloud
7 18 (2.16%) Legacy Systems
8 16 (1.92%) Cloud Native
9 14 (1.68%) Client/Server
10 13 (1.56%) IoT
10 13 (1.56%) Online Games
11 12 (1.44%) Low-Code
11 12 (1.44%) Onboarding
12 10 (1.20%) Blog
12 10 (1.20%) Distributed Systems
13 8 (0.96%) Enterprise Software
14 7 (0.84%) Mobile App
15 6 (0.72%) Hybrid Cloud
15 6 (0.72%) Team-Oriented Environment
Operating Systems
1 13 (1.56%) Windows
2 7 (0.84%) Windows Server
3 4 (0.48%) Linux
3 4 (0.48%) Unix
4 3 (0.36%) Windows 10
5 1 (0.12%) AIX
5 1 (0.12%) Windows Server 2019
Processes & Methodologies
1 464 (55.77%) ETL
2 417 (50.12%) Data Modelling
3 336 (40.38%) Problem-Solving
4 253 (30.41%) Data Engineering
5 252 (30.29%) Analytics
5 252 (30.29%) Data Governance
6 224 (26.92%) Agile
7 212 (25.48%) Data Architecture
8 183 (22.00%) Business Intelligence
9 173 (20.79%) Data Management
9 173 (20.79%) Visualisation
10 168 (20.19%) Mentoring
11 147 (17.67%) Data Visualisation
12 142 (17.07%) Data Pipeline
13 141 (16.95%) Data Security
14 132 (15.87%) Data Analysis
15 127 (15.26%) Data Strategy
16 124 (14.90%) Innovative Thinking
17 121 (14.54%) Platform Engineering
18 115 (13.82%) Data Analytics
Programming Languages
1 342 (41.11%) SQL
2 222 (26.68%) Python
3 36 (4.33%) C#
4 35 (4.21%) Java
5 25 (3.00%) Data Analysis Expressions
6 24 (2.88%) T-SQL
7 21 (2.52%) JavaScript
7 21 (2.52%) R
8 17 (2.04%) PowerShell
9 12 (1.44%) PL/SQL
10 8 (0.96%) C++
10 8 (0.96%) SAS Macro
10 8 (0.96%) Scala
11 7 (0.84%) Go
11 7 (0.84%) Perl
12 6 (0.72%) C
13 4 (0.48%) MATLAB
14 2 (0.24%) Kusto Query Language
14 2 (0.24%) VB
14 2 (0.24%) VB.NET
Qualifications
1 181 (21.75%) Degree
2 65 (7.81%) Computer Science Degree
3 43 (5.17%) Master's Degree
4 34 (4.09%) Security Cleared
5 25 (3.00%) SC Cleared
6 16 (1.92%) Microsoft Certification
7 14 (1.68%) DV Cleared
8 12 (1.44%) DBS Check
9 11 (1.32%) MBA
10 10 (1.20%) AWS Certification
11 9 (1.08%) Numerate Degree
12 8 (0.96%) PMI Certification
13 7 (0.84%) AWS Certified Solutions Architect
14 6 (0.72%) Azure Certification
14 6 (0.72%) BPSS Clearance
14 6 (0.72%) CSPO
14 6 (0.72%) IIBA
15 3 (0.36%) PMP
16 2 (0.24%) ITIL Certification
16 2 (0.24%) MCP
Quality Assurance & Compliance
1 276 (33.17%) Data Quality
2 120 (14.42%) GDPR
3 47 (5.65%) QA
4 16 (1.92%) Accessibility
5 4 (0.48%) California Consumer Privacy Act
5 4 (0.48%) SLA
5 4 (0.48%) Solvency II
6 3 (0.36%) ISO/IEC 27001
7 1 (0.12%) Actionable Recommendations
7 1 (0.12%) HIPAA
7 1 (0.12%) ISO 20022
7 1 (0.12%) PMO
7 1 (0.12%) Software Quality Assurance
System Software
1 21 (2.52%) Active Directory
2 13 (1.56%) Docker
3 4 (0.48%) Virtual Desktop
4 2 (0.24%) Virtual Machines
4 2 (0.24%) vSphere
5 1 (0.12%) Apache Flume
5 1 (0.12%) HDFS
5 1 (0.12%) Hyper-V
5 1 (0.12%) Microsoft Virtual Server
5 1 (0.12%) Virtual Servers
5 1 (0.12%) VMware ESXi
5 1 (0.12%) VMware Infrastructure
Systems Management
1 18 (2.16%) Terraform
2 17 (2.04%) Kubernetes
3 5 (0.60%) logstash
4 1 (0.12%) Control-M
4 1 (0.12%) FTK
4 1 (0.12%) Oracle Identity Management
4 1 (0.12%) SCCM
Vendors
1 171 (20.55%) Microsoft
2 166 (19.95%) Google
3 86 (10.34%) Databricks
4 78 (9.38%) Oracle
5 47 (5.65%) Informatica
6 33 (3.97%) SAP
7 20 (2.40%) Salesforce
8 13 (1.56%) ServiceNow
9 10 (1.20%) MuleSoft
10 7 (0.84%) Alteryx
10 7 (0.84%) Sage
11 5 (0.60%) Automation Anywhere
11 5 (0.60%) IBM
11 5 (0.60%) iManage
11 5 (0.60%) Virgin Media
11 5 (0.60%) Workday
12 4 (0.48%) Anaplan
12 4 (0.48%) Cisco
12 4 (0.48%) Intapp
12 4 (0.48%) Splunk