Period
to 18 September 2020

The following table provides summary statistics for permanent job vacancies advertised in London 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 September 2020 with a comparison to the same period in the previous 2 years.

Data Integration
England > London
6 months to
18 Sep 2020
Same period 2019 Same period 2018
Rank 286 376 416
Rank change year-on-year +90 +40 -1
Permanent jobs citing Data Integration 201 423 480
As % of all permanent jobs advertised in London 0.97% 0.76% 0.70%
As % of the Processes & Methodologies category 1.03% 0.81% 0.75%
Number of salaries quoted 208 343 406
Median annual salary £62,500 £70,000 £62,500
Median salary % change year-on-year -10.71% +12.00% -3.85%
10th Percentile £48,375 £39,000 £42,500
90th Percentile £95,000 £104,500 £91,875
England median annual salary £60,000 £60,000 £60,000

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 advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 19,454 52,132 63,863
As % of all permanent IT jobs advertised in London 93.42% 93.09% 92.70%
Number of salaries quoted 15,951 41,974 51,185
Median annual salary £70,000 £65,000 £62,500
Median salary % change year-on-year +7.69% +4.00% +4.17%
10th Percentile £42,500 £36,250 £35,000
90th Percentile £108,750 £97,500 £95,000
England median annual salary £57,500 £52,500 £50,000
% change year-on-year +9.52% +5.00% -

Data Integration
Job Vacancy Trend in London

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

Job vacancy trend for Data Integration in London

Data Integration
Salary Trend in London

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

Salary trend for Data Integration in London

Data Integration
Salary Histogram in London

Salary distribution for jobs citing Data Integration in London over the 6 months to 18 September 2020.

Salary histogram for Data Integration in London

Data Integration
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Integration within the London region over the 6 months to 18 September 2020. 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
Job
Vacancies
Central London +75 36 £60,500 -16.55% 11
South London +49 21 £90,000 +89.47%
West London +73 1 £67,500 -15.63% 3
East London +13 1 £53,024 +29.33% 1
Data Integration
England

For the 6 months to 18 September 2020, IT jobs citing Data Integration also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for Data Integration.

1 89 (44.28%) Data Modelling
2 74 (36.82%) Azure
3 72 (35.82%) SQL
4 71 (35.32%) Web Services
5 66 (32.84%) Java
6 63 (31.34%) Microservices
7 61 (30.35%) Data Transformation
8 59 (29.35%) Agile Software Development
9 57 (28.36%) ETL
10 56 (27.86%) Business Intelligence
11 51 (25.37%) Analytics
12 50 (24.88%) Identity Access Management
13 49 (24.38%) OAuth
13 49 (24.38%) B2B
14 48 (23.88%) OAuth2
14 48 (23.88%) R3 Corda
15 46 (22.89%) Finance
16 44 (21.89%) Data Warehouse
16 44 (21.89%) DevOps
16 44 (21.89%) Kotlin
17 42 (20.90%) Software Engineering
18 41 (20.40%) Microsoft
18 41 (20.40%) SQL Server
18 41 (20.40%) Big Data
19 39 (19.40%) Distributed Ledger
20 37 (18.41%) Blockchain
21 31 (15.42%) Data Security
22 30 (14.93%) Python
22 30 (14.93%) AWS
23 27 (13.43%) Degree

Data Integration
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 16 (7.96%) Apache Spark
2 9 (4.48%) Apache
3 4 (1.99%) Elasticsearch
4 3 (1.49%) Apache Airflow
4 3 (1.49%) SAS
5 2 (1.00%) Confluence
5 2 (1.00%) SharePoint
6 1 (0.50%) Apache Pig
6 1 (0.50%) Apache Solr
6 1 (0.50%) BizTalk Server
6 1 (0.50%) Oracle SOA Suite
Applications
1 7 (3.48%) Microsoft Excel
2 1 (0.50%) Microsoft Office
Business Applications
1 48 (23.88%) R3 Corda
2 39 (19.40%) Distributed Ledger
3 9 (4.48%) Dynamics CRM
4 4 (1.99%) Siebel CRM
5 1 (0.50%) NetSuite
5 1 (0.50%) PolarLake
Cloud Services
1 74 (36.82%) Azure
2 30 (14.93%) AWS
3 26 (12.94%) Power Platform
4 20 (9.95%) GCP
5 10 (4.98%) Azure Data Factory
6 6 (2.99%) Serverless
7 5 (2.49%) SaaS
8 4 (1.99%) Azure Functions
8 4 (1.99%) Force.com
8 4 (1.99%) Logic Apps
9 3 (1.49%) Dynamics 365
9 3 (1.49%) Office 365
10 2 (1.00%) Amazon Kinesis
10 2 (1.00%) Amazon S3
10 2 (1.00%) Cloud Computing
10 2 (1.00%) iPaaS
10 2 (1.00%) PowerApps
10 2 (1.00%) Stackdriver
10 2 (1.00%) Virtual Private Cloud
11 1 (0.50%) Power Automate
Communications & Networking
1 7 (3.48%) HTTP
2 4 (1.99%) HTTPS
3 3 (1.49%) Firewall
3 3 (1.49%) Skype
3 3 (1.49%) TCP/IP
4 2 (1.00%) Network Security
5 1 (0.50%) WebEx
Database & Business Intelligence
1 44 (21.89%) Data Warehouse
2 41 (20.40%) Big Data
2 41 (20.40%) SQL Server
3 37 (18.41%) Blockchain
4 26 (12.94%) NoSQL
4 26 (12.94%) Power BI
5 24 (11.94%) SQL Server Integration Services
6 22 (10.95%) Relational Database
7 21 (10.45%) Data Lake
8 18 (8.96%) RDBMS
9 16 (7.96%) Hadoop
10 14 (6.97%) SQL Server Reporting Services
11 13 (6.47%) Snowflake Schema
11 13 (6.47%) SQL Server Analysis Services
12 9 (4.48%) Apache Hive
13 8 (3.98%) Apache Cassandra
14 7 (3.48%) Azure SQL Database
14 7 (3.48%) HBase
14 7 (3.48%) Sqoop
15 6 (2.99%) SQL Server 2012
Development Applications
1 19 (9.45%) Git (software)
2 11 (5.47%) IntelliJ
3 9 (4.48%) JIRA
4 7 (3.48%) Visual Studio Team System
5 5 (2.49%) Team Foundation Server
6 3 (1.49%) gulp
6 3 (1.49%) Jenkins
6 3 (1.49%) xUnit.net
7 2 (1.00%) Bitbucket
7 2 (1.00%) Cucumber
7 2 (1.00%) NUnit
7 2 (1.00%) Selenium
7 2 (1.00%) tSQLt
7 2 (1.00%) Visual Studio
8 1 (0.50%) Atlassian Bamboo
8 1 (0.50%) LSMW
8 1 (0.50%) Postman
General
1 46 (22.89%) Finance
2 7 (3.48%) Marketing
3 5 (2.49%) Retail
4 4 (1.99%) Back Office
4 4 (1.99%) Banking
5 3 (1.49%) Publishing
6 2 (1.00%) Games
6 2 (1.00%) Investment Banking
6 2 (1.00%) Law
6 2 (1.00%) Local Government
7 1 (0.50%) Corporate Banking
7 1 (0.50%) Front Office
7 1 (0.50%) Housing Association
Job Titles
1 44 (21.89%) Developer
2 35 (17.41%) Architect
3 28 (13.93%) Software Engineer
4 23 (11.44%) Consultant
5 22 (10.95%) Data Architect
6 18 (8.96%) Data Engineer
7 13 (6.47%) Analyst
8 11 (5.47%) Solutions Architect
9 9 (4.48%) Big Data Architect
9 9 (4.48%) Lead Architect
10 8 (3.98%) Data Manager
10 8 (3.98%) Technical Architect
10 8 (3.98%) Technical Leader
11 7 (3.48%) Lead Solutions Architect
11 7 (3.48%) Technical Solutions Architect
12 6 (2.99%) Business Analyst
12 6 (2.99%) Data Analyst
12 6 (2.99%) Integration Engineer
13 5 (2.49%) Operations Manager
13 5 (2.49%) Solutions Consultant
Libraries, Frameworks & Software Standards
1 71 (35.32%) Web Services
2 49 (24.38%) OAuth
3 48 (23.88%) OAuth2
4 25 (12.44%) XML
5 24 (11.94%) Spring Boot
6 20 (9.95%) Kafka
7 18 (8.96%) JSON
8 17 (8.46%) .NET
9 15 (7.46%) SOAP
10 14 (6.97%) HTML
10 14 (6.97%) J2EE
10 14 (6.97%) RESTful
11 11 (5.47%) Apache NiFi
11 11 (5.47%) CSS
12 10 (4.98%) AngularJS
13 8 (3.98%) REST
14 5 (2.49%) .NET Core
14 5 (2.49%) Node.js
14 5 (2.49%) XSLT
15 4 (1.99%) Middleware
Miscellaneous
1 21 (10.45%) Management Information System
2 10 (4.98%) Public Cloud
3 9 (4.48%) Analytical Skills
4 8 (3.98%) Enterprise Software
4 8 (3.98%) Virtual Team
5 4 (1.99%) Mobile App
5 4 (1.99%) Reference Data
5 4 (1.99%) Video Conferencing
6 2 (1.00%) Algorithms
6 2 (1.00%) Clustering
6 2 (1.00%) Data Structures
6 2 (1.00%) Self-Motivation
6 2 (1.00%) User Experience
7 1 (0.50%) Blog
7 1 (0.50%) Equities
7 1 (0.50%) Foreign Exchange (FX)
7 1 (0.50%) Greenfield Project
7 1 (0.50%) Replication
7 1 (0.50%) Taxonomies
Operating Systems
1 12 (5.97%) Linux
2 4 (1.99%) Windows
3 3 (1.49%) Ubuntu
4 1 (0.50%) Solaris
4 1 (0.50%) Unix
4 1 (0.50%) Windows Server
Processes & Methodologies
1 89 (44.28%) Data Modelling
2 63 (31.34%) Microservices
3 61 (30.35%) Data Transformation
4 59 (29.35%) Agile Software Development
5 57 (28.36%) ETL
6 56 (27.86%) Business Intelligence
7 51 (25.37%) Analytics
8 50 (24.88%) Identity Access Management
9 49 (24.38%) B2B
10 44 (21.89%) DevOps
11 42 (20.90%) Software Engineering
12 31 (15.42%) Data Security
13 24 (11.94%) Data Management
14 23 (11.44%) Requirements Gathering
15 22 (10.95%) Data Analytics
16 21 (10.45%) Data Architecture
17 20 (9.95%) Scrum
18 16 (7.96%) Computer Science
19 15 (7.46%) Decision-Making
19 15 (7.46%) Master Data Management
Programming Languages
1 72 (35.82%) SQL
2 66 (32.84%) Java
3 44 (21.89%) Kotlin
4 30 (14.93%) Python
5 19 (9.45%) JavaScript
6 14 (6.97%) T-SQL
7 10 (4.98%) C#
8 8 (3.98%) R
9 7 (3.48%) Scala
10 4 (1.99%) Apex Code
10 4 (1.99%) C++
11 3 (1.49%) Data Analysis Expressions (DAX)
11 3 (1.49%) Julia
11 3 (1.49%) PL/SQL
12 2 (1.00%) C
12 2 (1.00%) PHP
12 2 (1.00%) PowerShell
13 1 (0.50%) Perl
13 1 (0.50%) Shell Script
13 1 (0.50%) VB
Qualifications
1 27 (13.43%) Degree
2 13 (6.47%) Security Cleared
3 9 (4.48%) SC Cleared
4 3 (1.49%) PMP
5 2 (1.00%) Computer Science Degree
5 2 (1.00%) PMI Certification
6 1 (0.50%) AWS Certification
6 1 (0.50%) DV Cleared
6 1 (0.50%) Master's Degree
Quality Assurance & Compliance
1 27 (13.43%) Data Quality
2 12 (5.97%) QA
3 10 (4.98%) GDPR
4 5 (2.49%) SLA
5 2 (1.00%) EMIR
5 2 (1.00%) MiFID
6 1 (0.50%) GAAP
6 1 (0.50%) IFRS
System Software
1 7 (3.48%) HDFS
2 5 (2.49%) Docker
3 2 (1.00%) Virtual Servers
4 1 (0.50%) Tivoli Workload Scheduler
Systems Management
1 16 (7.96%) Kubernetes
2 14 (6.97%) Terraform
3 7 (3.48%) Hadoop YARN
4 1 (0.50%) Ansible
4 1 (0.50%) Puppet
4 1 (0.50%) Tivoli
Vendors
1 41 (20.40%) Microsoft
2 18 (8.96%) Talend
3 17 (8.46%) Oracle
4 12 (5.97%) Tableau
5 11 (5.47%) Google
6 9 (4.48%) Teradata
7 7 (3.48%) IBM
8 6 (2.99%) Ab Initio
8 6 (2.99%) Cognos
8 6 (2.99%) Informatica
9 5 (2.49%) MuleSoft
9 5 (2.49%) Salesforce.com
10 4 (1.99%) Databricks
10 4 (1.99%) Siebel
11 3 (1.49%) Red Hat
11 3 (1.49%) SAP
11 3 (1.49%) StreamSets
12 2 (1.00%) Splunk
13 1 (0.50%) GoldenSource
13 1 (0.50%) Tagetik