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 25 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
25 Apr 2024
Same period 2023 Same period 2022
Rank 330 368 399
Rank change year-on-year +38 +31 -34
Permanent jobs citing Data Integration 862 956 1,358
As % of all permanent jobs advertised in the UK 0.88% 0.91% 0.88%
As % of the Processes & Methodologies category 1.02% 0.95% 0.92%
Number of salaries quoted 531 603 726
10th Percentile £41,250 £48,402 £43,899
25th Percentile £50,438 £57,500 £52,541
Median annual salary (50th Percentile) £67,500 £70,000 £67,500
Median % change year-on-year -3.57% +3.70% +8.00%
75th Percentile £87,000 £86,250 £85,000
90th Percentile £100,000 £104,000 £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 84,476 100,576 147,122
As % of all permanent jobs advertised in the UK 86.05% 95.63% 95.59%
Number of salaries quoted 59,789 58,947 82,930
10th Percentile £29,000 £34,000 £33,476
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,700 £60,000
Median % change year-on-year -10.86% +2.83% +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 £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 25 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 25 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 +77 818 £67,500 -3.57% 167
UK excluding London +40 448 £58,700 -6.08% 72
London +73 371 £75,000 - 92
Work from Home +104 335 £65,000 - 83
North of England +92 169 £64,500 +17.27% 25
South East +13 100 £45,000 -33.58% 20
Midlands +60 90 £60,600 +10.18% 15
North West +36 87 £63,750 +13.73% 17
West Midlands +61 71 £65,000 +21.50% 13
South West -16 51 £58,700 -14.27% 11
Yorkshire +97 42 £50,000 -27.27% 7
North East +22 40 £80,000 +53.85% 2
East Midlands -6 18 £48,250 -31.07% 2
Scotland -62 18 £65,000 -1.52% 3
East of England -14 13 £110,000 +76.00% 3
Wales +6 9 £46,780 -1.52%
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 81 (9.40%) Apache Spark
2 41 (4.76%) SharePoint
3 37 (4.29%) Apache
4 28 (3.25%) Apache Airflow
5 22 (2.55%) SAS
6 18 (2.09%) Microsoft Exchange
7 7 (0.81%) Appian
7 7 (0.81%) Confluence
7 7 (0.81%) IIS
8 4 (0.46%) Jupyter
9 3 (0.35%) ArcGIS
10 2 (0.23%) Luigi
10 2 (0.23%) Mule
11 1 (0.12%) Apache Pig
11 1 (0.12%) BizTalk Server
11 1 (0.12%) Cloud Foundry
11 1 (0.12%) CMS
Applications
1 16 (1.86%) Microsoft Excel
2 12 (1.39%) Microsoft Office
3 9 (1.04%) Spreadsheet
4 8 (0.93%) Microsoft PowerPoint
5 7 (0.81%) MS Visio
6 4 (0.46%) SPSS
7 1 (0.12%) InVision
7 1 (0.12%) Oracle Smart View
7 1 (0.12%) Sketch
7 1 (0.12%) Zeplin
Business Applications
1 23 (2.67%) Dynamics CRM
2 14 (1.62%) SAP BPC
3 5 (0.58%) Oracle ERP
3 5 (0.58%) Sage X3
3 5 (0.58%) Workday HCM
4 4 (0.46%) Salesforce CRM
4 4 (0.46%) SAP S/4HANA
4 4 (0.46%) Teamcenter
5 2 (0.23%) SAP Business One
5 2 (0.23%) SAP FI-GL
5 2 (0.23%) Sparx Enterprise Architect
6 1 (0.12%) Cognos Controller
6 1 (0.12%) Data Workbench
6 1 (0.12%) HFM
6 1 (0.12%) Hyperion Planning
6 1 (0.12%) Oracle Payables
6 1 (0.12%) Oracle Receivables
6 1 (0.12%) SAP CO
6 1 (0.12%) SAP ERP
6 1 (0.12%) SAP QM
Cloud Services
1 429 (49.77%) Azure
2 281 (32.60%) AWS
3 217 (25.17%) GCP
4 146 (16.94%) Power Platform
5 76 (8.82%) Snowflake
6 63 (7.31%) Azure Data Factory
7 52 (6.03%) SaaS
8 49 (5.68%) Amazon S3
9 44 (5.10%) Azure DevOps
10 43 (4.99%) Microsoft 365
11 42 (4.87%) Serverless
12 37 (4.29%) Azure Cosmos DB
13 35 (4.06%) PowerApps
14 32 (3.71%) Dynamics 365
14 32 (3.71%) Matillion
15 30 (3.48%) Power Automate
16 25 (2.90%) dbt
16 25 (2.90%) GitHub
17 24 (2.78%) Cloud Computing
18 22 (2.55%) AWS Lambda
Communications & Networking
1 17 (1.97%) Network Security
2 15 (1.74%) Firewall
2 15 (1.74%) SSL
3 5 (0.58%) 5G
3 5 (0.58%) Broadband
3 5 (0.58%) DNS
3 5 (0.58%) VPN
4 1 (0.12%) LAN
4 1 (0.12%) PPP
4 1 (0.12%) SAN
4 1 (0.12%) WAN
4 1 (0.12%) Wireless
Database & Business Intelligence
1 328 (38.05%) Data Warehouse
2 166 (19.26%) SQL Server
3 144 (16.71%) BigQuery
4 137 (15.89%) Power BI
5 130 (15.08%) Looker
6 116 (13.46%) Data Lake
7 64 (7.42%) SQL Server Integration Services
8 59 (6.84%) Elasticsearch
9 48 (5.57%) Data Mining
10 46 (5.34%) Hadoop
11 45 (5.22%) Amazon Redshift
11 45 (5.22%) Big Data
12 42 (4.87%) Tableau
13 40 (4.64%) Relational Database
14 35 (4.06%) Star Schema
15 33 (3.83%) Delta Lake
15 33 (3.83%) PostgreSQL
16 32 (3.71%) Azure SQL Database
17 31 (3.60%) NoSQL
18 30 (3.48%) MySQL
Development Applications
1 36 (4.18%) JIRA
2 34 (3.94%) GitLab
3 28 (3.25%) Jenkins
4 24 (2.78%) Git
5 8 (0.93%) SQL Server Management Studio (SSMS)
6 7 (0.81%) TeamCity
7 6 (0.70%) Bitbucket
7 6 (0.70%) ERwin
8 5 (0.58%) ER Studio
9 4 (0.46%) Atlassian Bamboo
9 4 (0.46%) IBM UrbanCode
9 4 (0.46%) Oracle Forms
General
1 284 (32.95%) Analytical Skills
2 210 (24.36%) Social Skills
3 180 (20.88%) Finance
4 82 (9.51%) Legal
5 70 (8.12%) Banking
6 47 (5.45%) Inclusion and Diversity
7 39 (4.52%) Retail
8 28 (3.25%) Law
9 27 (3.13%) Presentation Skills
10 22 (2.55%) Public Sector
11 17 (1.97%) Games
12 16 (1.86%) Manufacturing
12 16 (1.86%) Marketing
13 13 (1.51%) Influencing Skills
13 13 (1.51%) Local Government
14 8 (0.93%) Financial Institution
14 8 (0.93%) Organisational Skills
15 4 (0.46%) Documentation Skills
15 4 (0.46%) Music Industry
15 4 (0.46%) Telecoms
Job Titles
1 254 (29.47%) Architect
2 228 (26.45%) Data Engineer
3 181 (21.00%) Data Architect
4 138 (16.01%) Senior
5 82 (9.51%) Developer
6 65 (7.54%) Lead
7 54 (6.26%) Analyst
8 49 (5.68%) Solutions Architect
9 41 (4.76%) Consultant
10 39 (4.52%) Senior Data Engineer
11 34 (3.94%) Senior Architect
12 31 (3.60%) Business Intelligence Developer
13 29 (3.36%) Cloud Architect
13 29 (3.36%) IT Architect
14 28 (3.25%) Power BI Developer
15 27 (3.13%) Product Manager
16 25 (2.90%) Integration Engineer
17 24 (2.78%) Data Analyst
18 23 (2.67%) Data Integration Engineer
19 20 (2.32%) Senior Cloud Architect
Libraries, Frameworks & Software Standards
1 55 (6.38%) PySpark
2 52 (6.03%) Kafka
3 26 (3.02%) .NET
4 12 (1.39%) Web Services
5 11 (1.28%) JSON
5 11 (1.28%) Oracle Fusion
5 11 (1.28%) RESTful
6 9 (1.04%) HTML
6 9 (1.04%) React
7 8 (0.93%) CSS
8 7 (0.81%) GraphQL
8 7 (0.81%) RabbitMQ
9 6 (0.70%) ASP.NET
9 6 (0.70%) Catalyst
9 6 (0.70%) REST
9 6 (0.70%) XML
10 5 (0.58%) .NET Core
10 5 (0.58%) ADO
10 5 (0.58%) SOAP
10 5 (0.58%) Spring
Miscellaneous
1 155 (17.98%) Self-Motivation
2 119 (13.81%) Data Structures
3 68 (7.89%) Algorithms
4 62 (7.19%) Management Information System
5 36 (4.18%) Product Ownership
6 35 (4.06%) Reinsurance
7 34 (3.94%) Public Cloud
8 16 (1.86%) Cloud Native
9 15 (1.74%) Legacy Systems
10 14 (1.62%) Client/Server
11 13 (1.51%) IoT
11 13 (1.51%) Online Games
12 12 (1.39%) Enterprise Software
12 12 (1.39%) Low-Code
13 11 (1.28%) Distributed Systems
14 10 (1.16%) Blog
15 8 (0.93%) Onboarding
16 7 (0.81%) Mobile App
16 7 (0.81%) Renewable Energy
17 6 (0.70%) Analytical Mindset
Operating Systems
1 15 (1.74%) Windows
2 9 (1.04%) Windows Server
3 5 (0.58%) Linux
3 5 (0.58%) Unix
4 3 (0.35%) Windows 10
5 1 (0.12%) AIX
5 1 (0.12%) Windows Server 2019
Processes & Methodologies
1 486 (56.38%) ETL
2 428 (49.65%) Data Modelling
3 327 (37.94%) Problem-Solving
4 264 (30.63%) Analytics
5 263 (30.51%) Data Governance
6 261 (30.28%) Data Engineering
7 247 (28.65%) Agile
8 216 (25.06%) Data Architecture
9 199 (23.09%) Business Intelligence
9 199 (23.09%) Visualisation
10 170 (19.72%) Data Management
10 170 (19.72%) Mentoring
11 166 (19.26%) Data Visualisation
12 157 (18.21%) Data Pipeline
13 138 (16.01%) Data Security
14 133 (15.43%) Data Strategy
15 132 (15.31%) Data Analysis
16 125 (14.50%) Data Analytics
17 124 (14.39%) Innovative Thinking
18 121 (14.04%) Platform Engineering
Programming Languages
1 357 (41.42%) SQL
2 237 (27.49%) Python
3 38 (4.41%) C#
4 33 (3.83%) Java
5 27 (3.13%) Data Analysis Expressions
5 27 (3.13%) T-SQL
6 26 (3.02%) R
7 23 (2.67%) JavaScript
8 21 (2.44%) PowerShell
9 13 (1.51%) PL/SQL
10 9 (1.04%) Scala
11 8 (0.93%) C++
11 8 (0.93%) SAS Macro
12 7 (0.81%) Go
12 7 (0.81%) Perl
13 6 (0.70%) C
14 4 (0.46%) Kusto Query Language
14 4 (0.46%) MATLAB
15 2 (0.23%) VB
15 2 (0.23%) VB.NET
Qualifications
1 182 (21.11%) Degree
2 61 (7.08%) Computer Science Degree
3 43 (4.99%) Master's Degree
4 35 (4.06%) Security Cleared
5 27 (3.13%) SC Cleared
6 19 (2.20%) Microsoft Certification
7 14 (1.62%) DV Cleared
8 12 (1.39%) DBS Check
9 11 (1.28%) MBA
10 10 (1.16%) AWS Certification
11 9 (1.04%) Numerate Degree
12 8 (0.93%) Azure Certification
13 7 (0.81%) BPSS Clearance
14 6 (0.70%) AWS Certified Solutions Architect
14 6 (0.70%) CSPO
14 6 (0.70%) IIBA
15 3 (0.35%) MCSE
15 3 (0.35%) PMI Certification
16 2 (0.23%) MCP
17 1 (0.12%) HND
Quality Assurance & Compliance
1 277 (32.13%) Data Quality
2 118 (13.69%) GDPR
3 45 (5.22%) QA
4 12 (1.39%) Accessibility
5 4 (0.46%) SLA
5 4 (0.46%) Solvency II
6 3 (0.35%) ISO/IEC 27001
7 2 (0.23%) California Consumer Privacy Act
8 1 (0.12%) Actionable Recommendations
8 1 (0.12%) HIPAA
8 1 (0.12%) ISO 20022
8 1 (0.12%) PMO
System Software
1 20 (2.32%) Active Directory
2 14 (1.62%) Docker
3 4 (0.46%) Virtual Desktop
3 4 (0.46%) Virtual Machines
4 2 (0.23%) 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 28 (3.25%) Terraform
2 17 (1.97%) Kubernetes
3 5 (0.58%) logstash
4 1 (0.12%) Control-M
4 1 (0.12%) Oracle Identity Management
4 1 (0.12%) SCCM
Vendors
1 189 (21.93%) Microsoft
2 186 (21.58%) Google
3 88 (10.21%) Databricks
4 80 (9.28%) Oracle
5 51 (5.92%) Informatica
6 38 (4.41%) SAP
7 20 (2.32%) Salesforce
8 13 (1.51%) ServiceNow
9 10 (1.16%) MuleSoft
10 7 (0.81%) Alteryx
10 7 (0.81%) Sage
11 6 (0.70%) IBM
11 6 (0.70%) Workday
12 5 (0.58%) Automation Anywhere
12 5 (0.58%) iManage
12 5 (0.58%) Virgin Media
13 4 (0.46%) Anaplan
13 4 (0.46%) Intapp
13 4 (0.46%) Splunk
14 3 (0.35%) AppDynamics