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

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 328 364 411
Rank change year-on-year +36 +47 -45
Permanent jobs citing Data Integration 853 948 1,368
As % of all permanent jobs advertised in the UK 0.87% 0.91% 0.89%
As % of the Processes & Methodologies category 1.01% 0.95% 0.93%
Number of salaries quoted 530 598 734
10th Percentile £41,250 £48,131 £43,839
25th Percentile £50,625 £57,500 £52,717
Median annual salary (50th Percentile) £67,000 £70,000 £67,500
Median % change year-on-year -4.29% +3.70% +8.00%
75th Percentile £87,000 £86,250 £85,000
90th Percentile £100,000 £101,500 £96,250
UK excluding London median annual salary £58,700 £63,750 £57,500
% change year-on-year -7.92% +10.87% +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 84,305 100,095 147,310
As % of all permanent jobs advertised in the UK 85.99% 95.64% 95.57%
Number of salaries quoted 59,591 58,745 83,129
10th Percentile £29,000 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £62,000 £60,000
Median % change year-on-year -11.29% +3.33% +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 27 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 27 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 +65 810 £67,500 -3.57% 160
UK excluding London +50 446 £58,700 -7.92% 71
London +74 364 £75,000 - 87
Work from Home +104 331 £65,000 - 85
North of England +102 169 £64,000 +16.36% 27
South East +25 100 £45,000 -33.58% 19
Midlands +63 91 £62,500 +6.38% 13
North West +39 88 £63,750 +13.73% 17
West Midlands +72 72 £65,000 +18.18% 12
South West +1 49 £58,700 -14.27% 11
Yorkshire +102 41 £50,000 -27.27% 8
North East +19 40 £80,000 +53.85% 3
East Midlands -5 18 £48,250 -31.07% 1
Scotland -66 17 £65,000 -1.52% 3
East of England -28 13 £110,000 +76.00% 3
Wales +15 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 74 (8.68%) Apache Spark
2 41 (4.81%) SharePoint
3 33 (3.87%) Apache
4 28 (3.28%) Apache Airflow
5 22 (2.58%) SAS
6 18 (2.11%) Microsoft Exchange
7 7 (0.82%) Appian
7 7 (0.82%) Confluence
7 7 (0.82%) IIS
8 4 (0.47%) 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 (1.88%) Microsoft Excel
2 12 (1.41%) Microsoft Office
3 9 (1.06%) Spreadsheet
4 8 (0.94%) Microsoft PowerPoint
5 7 (0.82%) MS Visio
6 4 (0.47%) 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 (2.70%) Dynamics CRM
2 14 (1.64%) SAP BPC
3 5 (0.59%) Oracle ERP
3 5 (0.59%) Sage X3
3 5 (0.59%) Workday HCM
4 4 (0.47%) Salesforce CRM
4 4 (0.47%) SAP S/4HANA
4 4 (0.47%) 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%) Dynamics NAV
6 1 (0.12%) HFM
6 1 (0.12%) IBM Planning Analytics
6 1 (0.12%) NetSuite
6 1 (0.12%) Oracle Payables
6 1 (0.12%) Oracle Receivables
6 1 (0.12%) SAP ERP
Cloud Services
1 425 (49.82%) Azure
2 278 (32.59%) AWS
3 208 (24.38%) GCP
4 140 (16.41%) Power Platform
5 76 (8.91%) Snowflake
6 62 (7.27%) Azure Data Factory
7 52 (6.10%) SaaS
8 47 (5.51%) Amazon S3
9 44 (5.16%) Azure DevOps
10 43 (5.04%) Microsoft 365
11 41 (4.81%) Serverless
12 37 (4.34%) Azure Cosmos DB
13 35 (4.10%) PowerApps
14 32 (3.75%) Dynamics 365
14 32 (3.75%) Matillion
15 30 (3.52%) Power Automate
16 25 (2.93%) dbt
17 24 (2.81%) Cloud Computing
18 22 (2.58%) AWS Lambda
19 21 (2.46%) GitHub
Communications & Networking
1 17 (1.99%) Network Security
2 15 (1.76%) Firewall
2 15 (1.76%) SSL
3 5 (0.59%) 5G
3 5 (0.59%) Broadband
3 5 (0.59%) DNS
3 5 (0.59%) 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
1 330 (38.69%) Data Warehouse
2 166 (19.46%) SQL Server
3 140 (16.41%) BigQuery
4 131 (15.36%) Power BI
5 126 (14.77%) Looker
6 109 (12.78%) Data Lake
7 64 (7.50%) SQL Server Integration Services
8 56 (6.57%) Elasticsearch
9 45 (5.28%) Amazon Redshift
9 45 (5.28%) Data Mining
10 43 (5.04%) Hadoop
11 41 (4.81%) Big Data
12 38 (4.45%) Tableau
13 36 (4.22%) Relational Database
14 35 (4.10%) Star Schema
15 33 (3.87%) Delta Lake
16 32 (3.75%) Azure SQL Database
17 29 (3.40%) PostgreSQL
18 27 (3.17%) NoSQL
18 27 (3.17%) SQL Server Analysis Services
Development Applications
1 36 (4.22%) JIRA
2 34 (3.99%) GitLab
3 24 (2.81%) Jenkins
4 23 (2.70%) Git
5 8 (0.94%) SQL Server Management Studio (SSMS)
6 7 (0.82%) TeamCity
7 6 (0.70%) Bitbucket
7 6 (0.70%) ERwin
8 5 (0.59%) ER Studio
9 4 (0.47%) Atlassian Bamboo
9 4 (0.47%) IBM UrbanCode
9 4 (0.47%) Oracle Forms
General
1 277 (32.47%) Analytical Skills
2 209 (24.50%) Social Skills
3 176 (20.63%) Finance
4 82 (9.61%) Legal
5 66 (7.74%) Banking
6 47 (5.51%) Inclusion and Diversity
7 36 (4.22%) Retail
8 28 (3.28%) Law
9 27 (3.17%) Presentation Skills
10 22 (2.58%) Public Sector
11 17 (1.99%) Games
12 16 (1.88%) Manufacturing
12 16 (1.88%) Marketing
13 13 (1.52%) Local Government
14 11 (1.29%) Influencing Skills
15 8 (0.94%) Financial Institution
15 8 (0.94%) Organisational Skills
16 4 (0.47%) Documentation Skills
16 4 (0.47%) Music Industry
16 4 (0.47%) Telecoms
Job Titles
1 249 (29.19%) Architect
2 229 (26.85%) Data Engineer
3 179 (20.98%) Data Architect
4 136 (15.94%) Senior
5 82 (9.61%) Developer
6 62 (7.27%) Lead
7 52 (6.10%) Analyst
8 47 (5.51%) Solutions Architect
9 41 (4.81%) Consultant
10 39 (4.57%) Senior Data Engineer
11 32 (3.75%) Senior Architect
12 31 (3.63%) Business Intelligence Developer
13 28 (3.28%) Power BI Developer
14 27 (3.17%) Product Manager
15 26 (3.05%) Cloud Architect
15 26 (3.05%) IT Architect
16 25 (2.93%) Integration Engineer
17 24 (2.81%) Data Analyst
18 23 (2.70%) Data Integration Engineer
19 20 (2.34%) Lead Data Engineer
Libraries, Frameworks & Software Standards
1 55 (6.45%) PySpark
2 45 (5.28%) Kafka
3 26 (3.05%) .NET
4 12 (1.41%) Web Services
5 11 (1.29%) JSON
5 11 (1.29%) Oracle Fusion
5 11 (1.29%) RESTful
6 9 (1.06%) HTML
6 9 (1.06%) React
7 8 (0.94%) CSS
8 7 (0.82%) GraphQL
8 7 (0.82%) RabbitMQ
9 6 (0.70%) ASP.NET
9 6 (0.70%) Catalyst
9 6 (0.70%) REST
9 6 (0.70%) XML
10 5 (0.59%) .NET Core
10 5 (0.59%) ADO
10 5 (0.59%) SOAP
10 5 (0.59%) Spring
Miscellaneous
1 155 (18.17%) Self-Motivation
2 119 (13.95%) Data Structures
3 68 (7.97%) Algorithms
4 64 (7.50%) Management Information System
5 36 (4.22%) Product Ownership
6 35 (4.10%) Reinsurance
7 32 (3.75%) Public Cloud
8 16 (1.88%) Cloud Native
9 15 (1.76%) Legacy Systems
10 14 (1.64%) Client/Server
11 13 (1.52%) IoT
11 13 (1.52%) Online Games
12 12 (1.41%) Low-Code
13 11 (1.29%) Distributed Systems
14 10 (1.17%) Blog
14 10 (1.17%) Enterprise Software
14 10 (1.17%) Onboarding
15 7 (0.82%) Mobile App
16 6 (0.70%) Analytical Mindset
16 6 (0.70%) Hybrid Cloud
Operating Systems
1 15 (1.76%) Windows
2 9 (1.06%) Windows Server
3 5 (0.59%) Linux
3 5 (0.59%) Unix
4 3 (0.35%) Windows 10
5 1 (0.12%) AIX
5 1 (0.12%) Windows Server 2019
Processes & Methodologies
1 482 (56.51%) ETL
2 429 (50.29%) Data Modelling
3 327 (38.34%) Problem-Solving
4 262 (30.72%) Analytics
5 260 (30.48%) Data Governance
6 259 (30.36%) Data Engineering
7 237 (27.78%) Agile
8 216 (25.32%) Data Architecture
9 195 (22.86%) Business Intelligence
10 190 (22.27%) Visualisation
11 171 (20.05%) Data Management
12 168 (19.70%) Mentoring
13 159 (18.64%) Data Visualisation
14 151 (17.70%) Data Pipeline
15 140 (16.41%) Data Security
16 134 (15.71%) Data Analysis
17 132 (15.47%) Data Strategy
18 124 (14.54%) Innovative Thinking
19 123 (14.42%) Data Analytics
20 121 (14.19%) Platform Engineering
Programming Languages
1 355 (41.62%) SQL
2 235 (27.55%) Python
3 38 (4.45%) C#
4 33 (3.87%) Java
5 27 (3.17%) Data Analysis Expressions
5 27 (3.17%) T-SQL
6 26 (3.05%) R
7 23 (2.70%) JavaScript
8 20 (2.34%) PowerShell
9 13 (1.52%) PL/SQL
10 9 (1.06%) Scala
11 8 (0.94%) C++
11 8 (0.94%) SAS Macro
12 7 (0.82%) Go
12 7 (0.82%) Perl
13 6 (0.70%) C
14 4 (0.47%) Kusto Query Language
14 4 (0.47%) MATLAB
15 2 (0.23%) VB
15 2 (0.23%) VB.NET
Qualifications
1 179 (20.98%) Degree
2 61 (7.15%) Computer Science Degree
3 43 (5.04%) Master's Degree
4 35 (4.10%) Security Cleared
5 27 (3.17%) SC Cleared
6 19 (2.23%) Microsoft Certification
7 14 (1.64%) DV Cleared
8 12 (1.41%) DBS Check
9 11 (1.29%) MBA
10 10 (1.17%) AWS Certification
11 9 (1.06%) Numerate Degree
12 8 (0.94%) Azure Certification
13 6 (0.70%) AWS Certified Solutions Architect
13 6 (0.70%) BPSS Clearance
13 6 (0.70%) CSPO
13 6 (0.70%) IIBA
14 3 (0.35%) MCSE
14 3 (0.35%) PMI Certification
15 2 (0.23%) MCP
16 1 (0.12%) HND
Quality Assurance & Compliance
1 277 (32.47%) Data Quality
2 118 (13.83%) GDPR
3 45 (5.28%) QA
4 14 (1.64%) Accessibility
5 4 (0.47%) SLA
5 4 (0.47%) 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 (2.34%) Active Directory
2 14 (1.64%) Docker
3 4 (0.47%) Virtual Desktop
3 4 (0.47%) 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 24 (2.81%) Terraform
2 17 (1.99%) Kubernetes
3 5 (0.59%) logstash
4 1 (0.12%) Control-M
4 1 (0.12%) Oracle Identity Management
4 1 (0.12%) SCCM
Vendors
1 185 (21.69%) Microsoft
2 179 (20.98%) Google
3 88 (10.32%) Databricks
4 79 (9.26%) Oracle
5 51 (5.98%) Informatica
6 35 (4.10%) SAP
7 20 (2.34%) Salesforce
8 13 (1.52%) ServiceNow
9 10 (1.17%) MuleSoft
10 7 (0.82%) Alteryx
10 7 (0.82%) Sage
11 6 (0.70%) IBM
12 5 (0.59%) Automation Anywhere
12 5 (0.59%) iManage
12 5 (0.59%) Virgin Media
12 5 (0.59%) Workday
13 4 (0.47%) Anaplan
13 4 (0.47%) Intapp
13 4 (0.47%) Splunk
14 3 (0.35%) Cisco