Period
to 16 February 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 16 February 2020 with a comparison to the same period in the previous 2 years.

Data Integration
England > London
6 months to
16 Feb 2020
Same period 2019 Same period 2018
Rank 326 393 369
Rank change year-on-year +67 -24 +39
Permanent jobs citing Data Integration 462 471 592
As % of all permanent IT jobs advertised in London 0.92% 0.75% 0.85%
As % of the Processes & Methodologies category 0.98% 0.81% 0.90%
Number of salaries quoted 343 363 439
London median annual salary £67,500 £65,000 £65,000
Median salary % change year-on-year +3.85% - -
10th Percentile £37,550 £41,250 £43,150
90th Percentile £97,400 £93,500 £93,750
England median annual salary £67,500 £60,000 £57,500
% change year-on-year +12.50% +4.35% -

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 46,940 57,967 65,546
As % of all permanent IT jobs advertised in London 93.33% 92.70% 93.57%
Number of salaries quoted 37,637 46,787 53,702
London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +0.84%
10th Percentile £37,000 £35,000 £35,000
90th Percentile £100,000 £95,000 £92,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Data Integration
Job Vacancy Trend in London

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

Job vacancy trend for Data Integration in London

Data Integration
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Integration in London.

Salary trend for Data Integration in London

Data Integration
Salary Histogram in London

The salary distribution of IT jobs citing Data Integration in London over the 6 months to 16 February 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 16 February 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 +66 93 £60,000 -4.38% 23
South London +13 34 £57,500 +2.22% 1
East London +17 8 £60,000 -14.29% 4
West London +6 4 £38,000 -45.71% 7
North London - 4 £80,000 -
Data Integration
England

For the 6 months to 16 February 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.

1 226 (48.92%) SQL
2 208 (45.02%) Agile Software Development
3 195 (42.21%) Analytics
4 173 (37.45%) Business Intelligence
5 160 (34.63%) ETL
6 145 (31.39%) Data Warehouse
7 142 (30.74%) Data Modelling
8 127 (27.49%) Big Data
9 120 (25.97%) Data Quality
9 120 (25.97%) Finance
10 114 (24.68%) Oracle
11 113 (24.46%) Python
12 109 (23.59%) Data Management
13 108 (23.38%) Azure
14 94 (20.35%) SQL Server
14 94 (20.35%) Data Architecture
15 91 (19.70%) Microsoft
16 82 (17.75%) AWS
17 79 (17.10%) Informatica
18 77 (16.67%) Java
19 73 (15.80%) Migration
20 72 (15.58%) Data Science
21 71 (15.37%) Master Data Management
21 71 (15.37%) Apache Spark
22 64 (13.85%) Analytical Skills
23 62 (13.42%) Problem-Solving
23 62 (13.42%) Hadoop
23 62 (13.42%) Visualisation
24 59 (12.77%) Linux
25 58 (12.55%) XML

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 71 (15.37%) Apache Spark
2 27 (5.84%) Oracle Workflow
3 21 (4.55%) Oracle SOA Suite
4 20 (4.33%) Oracle Service Bus
4 20 (4.33%) SAS
4 20 (4.33%) WebLogic
5 17 (3.68%) Apache
6 15 (3.25%) Confluence
7 9 (1.95%) OpenStack
8 8 (1.73%) Apache Pig
8 8 (1.73%) Elasticsearch
9 7 (1.52%) CMS
10 6 (1.30%) EPiServer
10 6 (1.30%) Sitecore CMS
11 4 (0.87%) SharePoint
12 3 (0.65%) Apache Solr
12 3 (0.65%) BizTalk Server
12 3 (0.65%) WebSphere
13 1 (0.22%) GlassFish
13 1 (0.22%) IBM HTTP Server
Applications
1 27 (5.84%) Microsoft Excel
2 21 (4.55%) Microsoft Office
3 5 (1.08%) SPSS
4 3 (0.65%) Microsoft PowerPoint
4 3 (0.65%) Spreadsheet
4 3 (0.65%) Stata
5 2 (0.43%) Microsoft Project
6 1 (0.22%) MS Visio
Business Applications
1 20 (4.33%) Oracle BPM
2 12 (2.60%) Salesforce.com CRM
3 11 (2.38%) Dynamics CRM
3 11 (2.38%) NetSuite
4 5 (1.08%) RiskWrite
5 3 (0.65%) Cognos TM1
5 3 (0.65%) Sparx Enterprise Architect
6 2 (0.43%) SAP MDG
7 1 (0.22%) Adobe Campaign
7 1 (0.22%) Dynamics AX
7 1 (0.22%) Eagle PACE
7 1 (0.22%) HFM
7 1 (0.22%) Markit EDM
7 1 (0.22%) PolarLake
7 1 (0.22%) Raiser's Edge
7 1 (0.22%) SAP BPC
7 1 (0.22%) Siebel CRM
7 1 (0.22%) thinkFolio
Cloud Services
1 108 (23.38%) Azure
2 82 (17.75%) AWS
3 52 (11.26%) Amazon S3
4 50 (10.82%) Power Platform
5 48 (10.39%) Serverless
6 38 (8.23%) AWS Lambda
7 31 (6.71%) SaaS
8 30 (6.49%) Amazon EMR
9 22 (4.76%) Azure Data Factory
10 18 (3.90%) PaaS
11 15 (3.25%) Amazon ECS
11 15 (3.25%) Amazon SageMaker
11 15 (3.25%) GitHub
12 14 (3.03%) Amazon Kinesis
13 13 (2.81%) GCP
14 12 (2.60%) Amazon EC2
14 12 (2.60%) Amazon Glacier
15 11 (2.38%) Azure Functions
16 8 (1.73%) Azure Stack
17 7 (1.52%) Dynamics 365
Communications & Networking
1 5 (1.08%) FTP
2 1 (0.22%) Internet
2 1 (0.22%) Intranet
Database & Business Intelligence
1 145 (31.39%) Data Warehouse
2 127 (27.49%) Big Data
3 94 (20.35%) SQL Server
4 62 (13.42%) Hadoop
5 58 (12.55%) NoSQL
5 58 (12.55%) SQL Server Integration Services
6 50 (10.82%) Power BI
7 36 (7.79%) Amazon Redshift
8 32 (6.93%) Relational Database
8 32 (6.93%) SQL Server Analysis Services
9 30 (6.49%) Data Mining
10 29 (6.28%) Data Lake
10 29 (6.28%) PostgreSQL
10 29 (6.28%) SQL Server Reporting Services
11 27 (5.84%) Amazon RDS
12 22 (4.76%) Apache Hive
12 22 (4.76%) MySQL
13 19 (4.11%) Amazon Athena
14 18 (3.90%) Pentaho
14 18 (3.90%) RDBMS
Development Applications
1 42 (9.09%) Git (software)
2 39 (8.44%) JIRA
3 24 (5.19%) Jenkins
4 16 (3.46%) Visual Studio
5 15 (3.25%) PhantomJS
5 15 (3.25%) WebDriver
6 13 (2.81%) Oracle APEX
7 12 (2.60%) Atlassian Bamboo
7 12 (2.60%) Maven
8 8 (1.73%) kappa
9 7 (1.52%) Sonatype Nexus
9 7 (1.52%) Vagrant
10 6 (1.30%) Visual Studio Team System
11 5 (1.08%) Eclipse
11 5 (1.08%) gulp
11 5 (1.08%) Team Foundation Server
12 4 (0.87%) TeamCity
13 2 (0.43%) ER Studio
13 2 (0.43%) Oracle Forms
13 2 (0.43%) Subversion
General
1 120 (25.97%) Finance
2 28 (6.06%) Retail
3 27 (5.84%) Marketing
4 18 (3.90%) Banking
5 11 (2.38%) Advertising
6 10 (2.16%) Legal
7 7 (1.52%) Automotive
7 7 (1.52%) Games
7 7 (1.52%) Law
8 6 (1.30%) French Language
8 6 (1.30%) iGaming
8 6 (1.30%) Investment Banking
9 5 (1.08%) Back Office
9 5 (1.08%) Public Sector
9 5 (1.08%) Telecoms
10 3 (0.65%) Pharmaceutical
11 2 (0.43%) Publishing
12 1 (0.22%) Front Office
12 1 (0.22%) Manufacturing
12 1 (0.22%) Police
Job Titles
1 96 (20.78%) Analyst
2 92 (19.91%) Data Engineer
3 81 (17.53%) Developer
4 79 (17.10%) Architect
5 50 (10.82%) Consultant
6 38 (8.23%) Data Analyst
7 33 (7.14%) Data Architect
8 29 (6.28%) Business Analyst
9 25 (5.41%) Solutions Architect
10 20 (4.33%) Business Intelligence Developer
11 17 (3.68%) Oracle Consultant
11 17 (3.68%) Senior Consultant
12 16 (3.46%) Business Intelligence Analyst
12 16 (3.46%) Software Engineer
13 15 (3.25%) Senior Software Engineer
14 14 (3.03%) .NET Developer
15 13 (2.81%) Business Intelligence Business Analyst
16 12 (2.60%) Python Engineer
16 12 (2.60%) Senior Data Engineer
16 12 (2.60%) SQL Developer
Libraries, Frameworks & Software Standards
1 58 (12.55%) XML
2 43 (9.31%) .NET
3 36 (7.79%) Web Services
4 31 (6.71%) REST
5 30 (6.49%) XSLT
6 29 (6.28%) JSON
6 29 (6.28%) Kafka
7 24 (5.19%) Node.js
8 19 (4.11%) Middleware
9 16 (3.46%) Natural Language Processing
10 15 (3.25%) CoreNLP
10 15 (3.25%) OpenNLP
10 15 (3.25%) RabbitMQ
10 15 (3.25%) SpaCy
10 15 (3.25%) UIMA
11 14 (3.03%) CSS
12 13 (2.81%) Oracle Fusion
13 12 (2.60%) AngularJS
13 12 (2.60%) LAPP Stack
13 12 (2.60%) SOAP
Miscellaneous
1 64 (13.85%) Analytical Skills
2 37 (8.01%) Self-Motivation
3 35 (7.58%) Management Information System
4 22 (4.76%) Data Structures
5 20 (4.33%) Algorithms
6 16 (3.46%) Virtual Team
7 15 (3.25%) Enterprise Software
8 12 (2.60%) Reference Data
9 9 (1.95%) Smartphone
10 8 (1.73%) Fixed Income
11 5 (1.08%) Analytical Mindset
11 5 (1.08%) Hedge funds
12 4 (0.87%) Mobile App
13 3 (0.65%) Life Science
13 3 (0.65%) User Experience
14 2 (0.43%) Data Centre
14 2 (0.43%) DataPower
14 2 (0.43%) Driving Licence
14 2 (0.43%) PDA
14 2 (0.43%) Public Cloud
Operating Systems
1 59 (12.77%) Linux
2 16 (3.46%) Unix
3 7 (1.52%) CentOS
3 7 (1.52%) Red Hat Enterprise Linux
4 6 (1.30%) Windows
5 3 (0.65%) Android
5 3 (0.65%) Ubuntu
6 1 (0.22%) Apple iOS
6 1 (0.22%) Solaris
Processes & Methodologies
1 208 (45.02%) Agile Software Development
2 195 (42.21%) Analytics
3 173 (37.45%) Business Intelligence
4 160 (34.63%) ETL
5 142 (30.74%) Data Modelling
6 109 (23.59%) Data Management
7 94 (20.35%) Data Architecture
8 73 (15.80%) Migration
9 72 (15.58%) Data Science
10 71 (15.37%) Master Data Management
11 62 (13.42%) Problem-Solving
11 62 (13.42%) Visualisation
12 57 (12.34%) Data Analysis
13 56 (12.12%) Data Engineering
14 55 (11.90%) DevOps
15 53 (11.47%) Data Visualisation
16 50 (10.82%) Project Management
17 43 (9.31%) Decision-Making
18 42 (9.09%) SDLC
19 41 (8.87%) Machine Learning
Programming Languages
1 226 (48.92%) SQL
2 113 (24.46%) Python
3 77 (16.67%) Java
4 51 (11.04%) Scala
5 50 (10.82%) C#
6 43 (9.31%) T-SQL
7 33 (7.14%) PL/SQL
8 24 (5.19%) R
9 20 (4.33%) VB
9 20 (4.33%) XPath
9 20 (4.33%) XQuery
10 19 (4.11%) JavaScript
11 18 (3.90%) VB.NET
12 9 (1.95%) Bash Shell
12 9 (1.95%) VBA
13 7 (1.52%) C++
13 7 (1.52%) Groovy
13 7 (1.52%) Korn
14 6 (1.30%) PHP
14 6 (1.30%) VB6
Qualifications
1 37 (8.01%) Degree
2 11 (2.38%) Security Cleared
3 9 (1.95%) SC Cleared
4 8 (1.73%) Computer Science Degree
5 6 (1.30%) CIPD
6 5 (1.08%) CFA
7 3 (0.65%) Microsoft Certification
8 2 (0.43%) TOGAF Certification
9 1 (0.22%) DV Cleared
9 1 (0.22%) ITIL Certification
9 1 (0.22%) MBA
9 1 (0.22%) Numerate Degree
9 1 (0.22%) Postgraduate
Quality Assurance & Compliance
1 120 (25.97%) Data Quality
2 31 (6.71%) QA
3 11 (2.38%) GDPR
4 4 (0.87%) ISO/IEC 27001
5 2 (0.43%) PMO
6 1 (0.22%) COBIT
6 1 (0.22%) HL7
6 1 (0.22%) ISO 20022
System Software
1 38 (8.23%) Docker
2 14 (3.03%) HDFS
3 9 (1.95%) VMware Infrastructure
4 7 (1.52%) KVM
5 2 (0.43%) Terminal Server
6 1 (0.22%) Apache Flume
6 1 (0.22%) Cronacle
Systems Management
1 23 (4.98%) Kubernetes
2 19 (4.11%) Terraform
3 8 (1.73%) Ansible
4 7 (1.52%) Packer
5 5 (1.08%) Hadoop YARN
6 4 (0.87%) Grafana
6 4 (0.87%) Kibana
6 4 (0.87%) Matomo
6 4 (0.87%) Oozie
7 3 (0.65%) Opscode Chef
7 3 (0.65%) Puppet
Vendors
1 114 (24.68%) Oracle
2 91 (19.70%) Microsoft
3 79 (17.10%) Informatica
4 42 (9.09%) Tableau
5 35 (7.58%) Salesforce.com
6 32 (6.93%) IBM
7 29 (6.28%) Talend
8 24 (5.19%) SAP
9 15 (3.25%) Cloudera
9 15 (3.25%) Hortonworks
9 15 (3.25%) Jitterbit
10 13 (2.81%) Google
11 12 (2.60%) Ab Initio
11 12 (2.60%) Databricks
11 12 (2.60%) Teradata
12 11 (2.38%) MuleSoft
12 11 (2.38%) VMware
13 10 (2.16%) HubSpot
13 10 (2.16%) Splunk
14 7 (1.52%) Alteryx