Period
to 9 December 2019

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 9 December 2019 with a comparison to the same period in the previous 2 years.

Data Integration
England > London
6 months to
9 Dec 2019
Same period 2018 Same period 2017
Rank 336 398 384
Rank change year-on-year +62 -14 +35
Permanent jobs citing Data Integration 486 465 572
As % of all permanent IT jobs advertised in London 0.90% 0.70% 0.77%
As % of the Processes & Methodologies category 0.97% 0.76% 0.83%
Number of salaries quoted 363 389 356
London median annual salary £70,000 £60,000 £60,000
Median salary % change year-on-year +16.67% - -11.11%
10th Percentile £38,000 £42,000 £42,500
90th Percentile £114,000 £92,750 £92,500
England median annual salary £63,500 £60,000 £57,500
% change year-on-year +5.83% +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 50,199 61,200 69,285
As % of all permanent IT jobs advertised in London 93.21% 92.56% 93.79%
Number of salaries quoted 40,476 49,566 53,878
London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +4.35%
10th Percentile £36,250 £35,000 £35,000
90th Percentile £100,000 £95,000 £90,000
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +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 9 December 2019.

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 9 December 2019. 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 +67 111 £70,000 +9.80% 20
South London +17 28 £47,500 - 2
East London +26 10 £66,000 -5.71% 3
West London -1 4 £38,000 -30.91% 6
North London - 4 £80,000 -
Data Integration
England

For the 6 months to 9 December 2019, 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.

1 243 (50.00%) SQL
2 236 (48.56%) Analytics
3 205 (42.18%) Agile Software Development
4 185 (38.07%) Business Intelligence
5 166 (34.16%) Data Modelling
6 165 (33.95%) Data Warehouse
7 163 (33.54%) Data Management
8 155 (31.89%) ETL
9 152 (31.28%) Big Data
10 133 (27.37%) Data Quality
11 111 (22.84%) Python
12 110 (22.63%) Oracle
13 108 (22.22%) SQL Server
13 108 (22.22%) Finance
14 107 (22.02%) Azure
15 106 (21.81%) Data Architecture
16 93 (19.14%) Master Data Management
17 88 (18.11%) Hadoop
18 86 (17.70%) Microsoft
19 82 (16.87%) Java
20 78 (16.05%) Visualisation
20 78 (16.05%) AWS
21 74 (15.23%) Apache Spark
22 72 (14.81%) Migration
23 71 (14.61%) Data Visualisation
24 70 (14.40%) Data Science
25 63 (12.96%) NoSQL
25 63 (12.96%) SQL Server Integration Services
25 63 (12.96%) Data Analysis
26 60 (12.35%) Management Information System

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 74 (15.23%) Apache Spark
2 26 (5.35%) Apache
2 26 (5.35%) SAS
3 18 (3.70%) Oracle Workflow
4 16 (3.29%) Oracle SOA Suite
5 15 (3.09%) Oracle Service Bus
5 15 (3.09%) WebLogic
6 11 (2.26%) Apache Pig
7 8 (1.65%) CMS
7 8 (1.65%) SharePoint
8 7 (1.44%) Elasticsearch
9 6 (1.23%) EPiServer
9 6 (1.23%) Sitecore CMS
10 4 (0.82%) Apache Solr
10 4 (0.82%) Confluence
10 4 (0.82%) OpenStack
10 4 (0.82%) WebSphere
11 2 (0.41%) BizTalk Server
11 2 (0.41%) WebSphere Application Server
12 1 (0.21%) Documentum
Applications
1 27 (5.56%) Microsoft Excel
2 18 (3.70%) Microsoft Office
3 6 (1.23%) SPSS
4 3 (0.62%) Spreadsheet
4 3 (0.62%) Stata
5 2 (0.41%) Microsoft PowerPoint
6 1 (0.21%) Microsoft Project
6 1 (0.21%) MS Visio
Business Applications
1 21 (4.32%) NetSuite
2 15 (3.09%) Oracle BPM
3 8 (1.65%) Dynamics CRM
4 5 (1.03%) Salesforce.com CRM
5 3 (0.62%) Cognos TM1
5 3 (0.62%) Sparx Enterprise Architect
6 2 (0.41%) Eloqua
6 2 (0.41%) RiskWrite
6 2 (0.41%) SAP MDG
7 1 (0.21%) Dynamics AX
7 1 (0.21%) Eagle PACE
7 1 (0.21%) HFM
7 1 (0.21%) Markit EDM
7 1 (0.21%) Oracle EBS
7 1 (0.21%) PolarLake
7 1 (0.21%) Raiser's Edge
7 1 (0.21%) SAP BPC
7 1 (0.21%) SAP S/4HANA
7 1 (0.21%) Siebel CRM
7 1 (0.21%) thinkFolio
Cloud Services
1 107 (22.02%) Azure
2 78 (16.05%) AWS
3 52 (10.70%) Power Platform
4 47 (9.67%) Amazon S3
5 44 (9.05%) SaaS
6 33 (6.79%) Serverless
7 27 (5.56%) Amazon EMR
8 25 (5.14%) AWS Lambda
9 23 (4.73%) GCP
9 23 (4.73%) PaaS
10 21 (4.32%) Azure Data Factory
11 12 (2.47%) Boomi
11 12 (2.47%) iPaaS
12 10 (2.06%) Amazon ECS
12 10 (2.06%) GitHub
13 9 (1.85%) Amazon SageMaker
13 9 (1.85%) Azure Functions
14 8 (1.65%) Zapier
15 7 (1.44%) Amazon EC2
15 7 (1.44%) Dynamics 365
Communications & Networking
1 5 (1.03%) FTP
2 1 (0.21%) CTI
2 1 (0.21%) Internet
2 1 (0.21%) Intranet
Database & Business Intelligence
1 165 (33.95%) Data Warehouse
2 152 (31.28%) Big Data
3 108 (22.22%) SQL Server
4 88 (18.11%) Hadoop
5 63 (12.96%) NoSQL
5 63 (12.96%) SQL Server Integration Services
6 52 (10.70%) Power BI
7 35 (7.20%) PostgreSQL
7 35 (7.20%) SQL Server Reporting Services
8 34 (7.00%) Amazon Redshift
8 34 (7.00%) Relational Database
9 33 (6.79%) Apache Hive
10 32 (6.58%) Data Mining
11 31 (6.38%) Data Lake
12 29 (5.97%) SQL Server Analysis Services
13 20 (4.12%) Neo4j
14 19 (3.91%) HDInsight
15 18 (3.70%) MySQL
15 18 (3.70%) RDBMS
16 17 (3.50%) Amazon RDS
Development Applications
1 34 (7.00%) JIRA
2 22 (4.53%) Git (software)
3 14 (2.88%) Jenkins
4 13 (2.67%) ER Studio
5 12 (2.47%) Oracle APEX
6 11 (2.26%) ERwin
6 11 (2.26%) PowerDesigner
7 10 (2.06%) Visual Studio
8 9 (1.85%) PhantomJS
8 9 (1.85%) WebDriver
9 8 (1.65%) kappa
10 6 (1.23%) Atlassian Bamboo
10 6 (1.23%) Maven
11 4 (0.82%) Subversion
12 3 (0.62%) Eclipse
12 3 (0.62%) Oracle Forms
13 2 (0.41%) SQL Server Management Studio (SSMS)
13 2 (0.41%) Team Foundation Server
13 2 (0.41%) Vagrant
13 2 (0.41%) Visual Studio Team System
General
1 108 (22.22%) Finance
2 36 (7.41%) Retail
3 34 (7.00%) Marketing
4 25 (5.14%) Banking
5 21 (4.32%) Advertising
6 15 (3.09%) Legal
7 11 (2.26%) Back Office
7 11 (2.26%) Telecoms
8 10 (2.06%) Law
9 7 (1.44%) Games
9 7 (1.44%) Public Sector
10 6 (1.23%) French Language
10 6 (1.23%) iGaming
11 5 (1.03%) Manufacturing
11 5 (1.03%) Pharmaceutical
12 4 (0.82%) Investment Banking
13 3 (0.62%) Automotive
13 3 (0.62%) Front Office
14 2 (0.41%) Prime Brokerage
14 2 (0.41%) Publishing
Job Titles
1 112 (23.05%) Analyst
2 99 (20.37%) Architect
3 80 (16.46%) Data Engineer
4 75 (15.43%) Developer
5 42 (8.64%) Consultant
5 42 (8.64%) Data Architect
6 38 (7.82%) Data Analyst
7 33 (6.79%) Solutions Architect
8 32 (6.58%) Business Analyst
9 25 (5.14%) Business Intelligence Developer
10 20 (4.12%) Business Intelligence Analyst
11 17 (3.50%) Business Intelligence Business Analyst
11 17 (3.50%) Senior Developer
12 16 (3.29%) Oracle Consultant
13 15 (3.09%) Senior Consultant
14 14 (2.88%) Head of Technology
14 14 (2.88%) Senior Data Engineer
15 13 (2.67%) Senior Business Intelligence Developer
16 12 (2.47%) Systems Analyst
17 11 (2.26%) Software Engineer
Libraries, Frameworks & Software Standards
1 47 (9.67%) XML
2 36 (7.41%) .NET
3 33 (6.79%) REST
4 32 (6.58%) JSON
5 31 (6.38%) Web Services
6 22 (4.53%) XSLT
7 20 (4.12%) LAPP Stack
8 17 (3.50%) Kafka
9 15 (3.09%) Node.js
10 14 (2.88%) CSS
11 12 (2.47%) Middleware
12 11 (2.26%) AngularJS
12 11 (2.26%) HTML
12 11 (2.26%) RabbitMQ
13 9 (1.85%) CoreNLP
13 9 (1.85%) Natural Language Processing
13 9 (1.85%) OpenNLP
13 9 (1.85%) SpaCy
13 9 (1.85%) UIMA
14 8 (1.65%) ASP.NET
Miscellaneous
1 60 (12.35%) Management Information System
2 57 (11.73%) Analytical Skills
3 26 (5.35%) Self-Motivation
4 19 (3.91%) Algorithms
4 19 (3.91%) Enterprise Software
5 18 (3.70%) Data Structures
6 13 (2.67%) Virtual Team
7 9 (1.85%) Reference Data
8 8 (1.65%) Fixed Income
9 5 (1.03%) Analytical Mindset
9 5 (1.03%) Life Science
9 5 (1.03%) Private Cloud
10 4 (0.82%) Data Centre
10 4 (0.82%) Hedge funds
10 4 (0.82%) Replication
10 4 (0.82%) User Experience
11 3 (0.62%) Smartphone
11 3 (0.62%) Social Media
12 2 (0.41%) Derivative
12 2 (0.41%) PDA
Operating Systems
1 56 (11.52%) Linux
2 18 (3.70%) Windows
3 12 (2.47%) Unix
4 3 (0.62%) Android
4 3 (0.62%) Red Hat Enterprise Linux
5 2 (0.41%) CentOS
6 1 (0.21%) Apple iOS
6 1 (0.21%) Solaris
6 1 (0.21%) Ubuntu
Processes & Methodologies
1 236 (48.56%) Analytics
2 205 (42.18%) Agile Software Development
3 185 (38.07%) Business Intelligence
4 166 (34.16%) Data Modelling
5 163 (33.54%) Data Management
6 155 (31.89%) ETL
7 106 (21.81%) Data Architecture
8 93 (19.14%) Master Data Management
9 78 (16.05%) Visualisation
10 72 (14.81%) Migration
11 71 (14.61%) Data Visualisation
12 70 (14.40%) Data Science
13 63 (12.96%) Data Analysis
14 54 (11.11%) Data Engineering
15 50 (10.29%) Project Management
16 46 (9.47%) Decision-Making
16 46 (9.47%) SDLC
17 45 (9.26%) Data Analytics
18 44 (9.05%) Problem-Solving
19 42 (8.64%) Project Delivery
Programming Languages
1 243 (50.00%) SQL
2 111 (22.84%) Python
3 82 (16.87%) Java
4 44 (9.05%) Scala
5 37 (7.61%) C#
6 34 (7.00%) T-SQL
7 33 (6.79%) R
8 28 (5.76%) PL/SQL
9 17 (3.50%) JavaScript
10 15 (3.09%) VB
10 15 (3.09%) XPath
10 15 (3.09%) XQuery
11 14 (2.88%) VB.NET
12 7 (1.44%) C++
13 6 (1.23%) Bash Shell
13 6 (1.23%) Data Analysis Expressions (DAX)
13 6 (1.23%) PHP
14 5 (1.03%) VBA
15 4 (0.82%) C
16 3 (0.62%) VB6
Qualifications
1 34 (7.00%) Degree
2 7 (1.44%) Computer Science Degree
3 6 (1.23%) Security Cleared
4 5 (1.03%) CFA
4 5 (1.03%) Microsoft Certification
4 5 (1.03%) SC Cleared
5 2 (0.41%) TOGAF Certification
6 1 (0.21%) AWS Certification
6 1 (0.21%) DBS Check
6 1 (0.21%) DV Cleared
6 1 (0.21%) Master's Degree
6 1 (0.21%) PhD
6 1 (0.21%) Postgraduate
Quality Assurance & Compliance
1 133 (27.37%) Data Quality
2 36 (7.41%) QA
3 14 (2.88%) GDPR
4 6 (1.23%) ISO/IEC 27001
5 4 (0.82%) COBIT
6 3 (0.62%) HL7
7 1 (0.21%) PCI DSS
7 1 (0.21%) PMO
System Software
1 24 (4.94%) HDFS
2 19 (3.91%) Docker
3 5 (1.03%) Apache Flume
4 2 (0.41%) KVM
4 2 (0.41%) VMware Infrastructure
5 1 (0.21%) Apache ZooKeeper
5 1 (0.21%) Cronacle
Systems Management
1 12 (2.47%) Terraform
2 8 (1.65%) Opscode Chef
2 8 (1.65%) Puppet
3 7 (1.44%) Ansible
3 7 (1.44%) Kubernetes
4 3 (0.62%) Hadoop YARN
5 2 (0.41%) Oozie
5 2 (0.41%) Packer
6 1 (0.21%) Grafana
6 1 (0.21%) Kibana
6 1 (0.21%) Matomo
Vendors
1 110 (22.63%) Oracle
2 86 (17.70%) Microsoft
3 57 (11.73%) Informatica
4 50 (10.29%) Tableau
5 41 (8.44%) IBM
6 39 (8.02%) Salesforce.com
7 32 (6.58%) SAP
8 30 (6.17%) MuleSoft
9 28 (5.76%) Google
10 22 (4.53%) Cloudera
11 21 (4.32%) Teradata
12 20 (4.12%) Hortonworks
13 19 (3.91%) HubSpot
13 19 (3.91%) Jitterbit
13 19 (3.91%) Splunk
14 18 (3.70%) Talend
15 16 (3.29%) Databricks
16 12 (2.47%) Dell
17 8 (1.65%) Alteryx
18 6 (1.23%) Pardot