Period
to 18 January 2019

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Data Integration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Integration over the 6 months to 18 January 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Integration
UK > England
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 370 364 363
Rank change year-on-year -6 -1 -26
Contract jobs citing Data Integration 599 614 584
As % of all contract IT jobs advertised in England 0.66% 0.66% 0.65%
As % of the Processes & Methodologies category 0.76% 0.77% 0.76%
Number of daily rates quoted 375 449 402
England median daily rate £500 £500 £481
Median daily rate % change year-on-year - +3.95% +4.00%
10th Percentile £363 £325 £350
90th Percentile £675 £675 £675
UK median daily rate £500 £493 £475
% change year-on-year +1.52% +3.68% +4.40%
Number of hourly rates quoted 7 10 8
England median hourly rate £22.00 £52.75 £25.50
Median hourly rate % change year-on-year -58.29% +106.86% +7.37%
10th Percentile £14.15 £16.64 £11.03
90th Percentile £40.50 £65.70 £28.35
UK median hourly rate £22.00 £52.75 £25.50
% change year-on-year -58.29% +106.86% +7.37%

Data Integration is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Contract vacancies with a requirement for process or methodology skills 79,291 79,414 77,084
As % of all contract IT jobs advertised in England 86.99% 85.98% 85.39%
Number of daily rates quoted 52,957 53,601 51,308
England median daily rate £475 £450 £430
Median daily rate % change year-on-year +5.56% +4.65% +1.18%
10th Percentile £300 £286 £263
90th Percentile £650 £638 £613
UK median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +1.19%
Number of hourly rates quoted 1,954 1,844 2,171
England median hourly rate £23.50 £23.14 £23.75
Median hourly rate % change year-on-year +1.56% -2.57% +5.56%
10th Percentile £11.50 £11.25 £11.25
90th Percentile £50.50 £49.93 £48.00
UK median hourly rate £23.50 £23.00 £23.00
% change year-on-year +2.17% - -

Data Integration
Job Vacancy Trend in England

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

Job vacancy trend for Data Integration in England

Data Integration
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Integration in England.

Contractor daily rate trend for Data Integration in England

Data Integration
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Data Integration in England over the 6 months to 18 January 2019.

Contractor daily rate histogram for Data Integration in England

Data Integration
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Integration in England.

Contractor hourly rate trend for Data Integration in England

Data Integration
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing Data Integration in England over the 6 months to 18 January 2019.

Contractor hourly rate histogram for Data Integration in England

Data Integration
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Integration within the England region over the 6 months to 18 January 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +8 306 £525 +5.00% 66
South East -10 96 £475 -5.00% 26
North of England -41 70 £450 +5.88% 29
East of England +20 69 £488 +14.71% 6
Yorkshire -36 38 £438 +2.94% 7
North West -8 32 £525 - 20
Midlands -13 31 £450 -15.69% 11
South West -19 25 £430 -9.47% 10
West Midlands -16 19 £485 -5.46% 9
East Midlands +5 12 £385 -33.04% 2
North East -20 2 £488 +2.63% 2
Data Integration
UK

For the 6 months to 18 January 2019, IT contractor 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 contract job ads across the England region with a requirement for Data Integration.

1 249 (41.57%) SQL
2 216 (36.06%) ETL
3 189 (31.55%) Data Warehouse
4 182 (30.38%) Business Intelligence
5 176 (29.38%) Data Modelling
6 166 (27.71%) Agile Software Development
7 138 (23.04%) Microsoft Azure
8 134 (22.37%) Oracle
9 116 (19.37%) Finance
10 114 (19.03%) Analytics
11 110 (18.36%) Data Quality
12 107 (17.86%) SQL Server
13 105 (17.53%) Migration
13 105 (17.53%) Big Data
14 99 (16.53%) Microsoft
15 89 (14.86%) Relational Database
16 81 (13.52%) Hadoop
17 80 (13.36%) Data Management
18 78 (13.02%) Data Architecture
19 77 (12.85%) SQL Server Integration Services
20 74 (12.35%) Informatica
21 72 (12.02%) Python
22 70 (11.69%) Java
22 70 (11.69%) Data Migration
23 66 (11.02%) SAP
24 64 (10.68%) Visualisation
24 64 (10.68%) Power BI
25 62 (10.35%) Analytical Skills
26 55 (9.18%) Data Governance
27 54 (9.02%) Talend

Data Integration
Co-occurring IT Skills in England 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 49 (8.18%) Apache Spark
2 25 (4.17%) SAS
2 25 (4.17%) SharePoint
3 24 (4.01%) Confluence
4 17 (2.84%) Elasticsearch
5 15 (2.50%) Apache
6 7 (1.17%) Apache Pig
6 7 (1.17%) WebLogic
7 5 (0.83%) WebSphere
8 4 (0.67%) BizTalk Server
8 4 (0.67%) Oracle SOA Suite
9 3 (0.50%) CMS
9 3 (0.50%) IIS
9 3 (0.50%) Tomcat
10 2 (0.33%) Mule
10 2 (0.33%) Oracle Service Bus
10 2 (0.33%) SharePoint 2010
10 2 (0.33%) Sitecore CMS
11 1 (0.17%) Apache Solr
11 1 (0.17%) Moodle
Applications
1 9 (1.50%) Microsoft Excel
2 4 (0.67%) Microsoft Office
3 3 (0.50%) Microsoft Project
3 3 (0.50%) Spreadsheet
4 1 (0.17%) Chatbot
4 1 (0.17%) Microsoft PowerPoint
4 1 (0.17%) MS Visio
Business Applications
1 23 (3.84%) Dynamics CRM
2 12 (2.00%) SAP Oil and Gas
3 11 (1.84%) Maximo
4 10 (1.67%) SAP S/4HANA
5 6 (1.00%) SAP Hybris
5 6 (1.00%) SAP MDG
6 5 (0.83%) SAP MM
7 4 (0.67%) Dynamics AX
8 3 (0.50%) Elite 3E
8 3 (0.50%) Markit EDM
8 3 (0.50%) Oracle Financials
9 2 (0.33%) Dynamics NAV
9 2 (0.33%) Oracle Applications
9 2 (0.33%) Oracle EBS R12
9 2 (0.33%) Remedy ITSM
9 2 (0.33%) SAP ERP
9 2 (0.33%) SAP Retail
10 1 (0.17%) Cognos Business Intelligence
10 1 (0.17%) Cognos TM1
10 1 (0.17%) Summit
Cloud Services
1 138 (23.04%) Microsoft Azure
2 48 (8.01%) Amazon AWS
3 30 (5.01%) Azure Data Factory
4 16 (2.67%) PaaS
4 16 (2.67%) SaaS
5 11 (1.84%) Data Lake Analytics
5 11 (1.84%) Google Cloud Platform
6 10 (1.67%) GitHub
7 8 (1.34%) IaaS
8 7 (1.17%) Amazon S3
8 7 (1.17%) Dynamics 365
9 6 (1.00%) Boomi
9 6 (1.00%) Cloud Computing
10 5 (0.83%) Amazon EMR
10 5 (0.83%) Azure Active Directory
10 5 (0.83%) Office 365
11 4 (0.67%) Amazon Kinesis
11 4 (0.67%) Serverless
12 2 (0.33%) Amazon SageMaker
12 2 (0.33%) Virtual Private Cloud
Communications & Networking
1 15 (2.50%) Internet
2 6 (1.00%) LAN
3 5 (0.83%) DNS
3 5 (0.83%) FTP
4 3 (0.50%) Firewall
4 3 (0.50%) HTTP
4 3 (0.50%) X.509
5 2 (0.33%) Extranet
6 1 (0.17%) Intranet
6 1 (0.17%) SAN
6 1 (0.17%) WAN
Database & Business Intelligence
1 189 (31.55%) Data Warehouse
2 107 (17.86%) SQL Server
3 105 (17.53%) Big Data
4 89 (14.86%) Relational Database
5 81 (13.52%) Hadoop
6 77 (12.85%) SQL Server Integration Services
7 64 (10.68%) Power BI
8 46 (7.68%) Data Lake
9 40 (6.68%) NoSQL
10 38 (6.34%) BusinessObjects
10 38 (6.34%) MongoDB
11 32 (5.34%) Apache Hive
11 32 (5.34%) HBase
12 27 (4.51%) RDBMS
12 27 (4.51%) SQL Server Reporting Services
13 25 (4.17%) Pentaho
14 23 (3.84%) DB2
14 23 (3.84%) MySQL
14 23 (3.84%) Oracle Database
14 23 (3.84%) PostgreSQL
Development Applications
1 34 (5.68%) JIRA
2 17 (2.84%) Selenium
2 17 (2.84%) SoapUI
3 15 (2.50%) Git (software)
4 14 (2.34%) JMeter
4 14 (2.34%) LoadRunner
5 11 (1.84%) Bitbucket
6 10 (1.67%) Team Foundation Server
6 10 (1.67%) Toad
7 9 (1.50%) Visual Studio
8 8 (1.34%) Jenkins
9 7 (1.17%) Visual Studio Team System
10 6 (1.00%) SpecFlow
11 5 (0.83%) LSMW
12 4 (0.67%) ERwin
12 4 (0.67%) GitLab
12 4 (0.67%) MSTest
12 4 (0.67%) PowerDesigner
12 4 (0.67%) SQL Server Management Studio (SSMS)
12 4 (0.67%) XMLSpy
General
1 116 (19.37%) Finance
2 49 (8.18%) Retail
3 28 (4.67%) Banking
4 21 (3.51%) Legal
5 19 (3.17%) Marketing
6 17 (2.84%) Pharmaceutical
7 9 (1.50%) Publishing
8 8 (1.34%) Billing
9 6 (1.00%) Investment Banking
9 6 (1.00%) Telecoms
10 5 (0.83%) Back Office
10 5 (0.83%) Financial Institution
11 4 (0.67%) Manufacturing
12 3 (0.50%) Front Office
12 3 (0.50%) Games
12 3 (0.50%) Retail Banking
13 2 (0.33%) Aerospace
14 1 (0.17%) Advertising
14 1 (0.17%) Automotive
14 1 (0.17%) Law
Job Titles
1 193 (32.22%) Developer
2 147 (24.54%) Architect
3 82 (13.69%) Data Architect
4 70 (11.69%) Analyst
5 47 (7.85%) Solutions Architect
6 45 (7.51%) Consultant
7 39 (6.51%) ETL Developer
8 36 (6.01%) Data Engineer
9 28 (4.67%) Data Consultant
10 26 (4.34%) Business Analyst
11 24 (4.01%) Business Intelligence Developer
12 21 (3.51%) SQL Developer
13 20 (3.34%) Project Manager
14 18 (3.01%) Integration Architect
15 17 (2.84%) Data Analyst
15 17 (2.84%) Data Migration Consultant
15 17 (2.84%) Migration Consultant
16 16 (2.67%) Informatica Developer
17 15 (2.50%) Integration Analyst
18 14 (2.34%) Data Integration Architect
Libraries, Frameworks & Software Standards
1 45 (7.51%) XML
2 40 (6.68%) Web Services
3 29 (4.84%) .NET
4 24 (4.01%) Kafka
5 21 (3.51%) JSON
6 20 (3.34%) Middleware
7 18 (3.01%) .NET Framework
7 18 (3.01%) REST
8 17 (2.84%) CSS
8 17 (2.84%) HTML
9 15 (2.50%) SOAP
10 14 (2.34%) RESTful
11 11 (1.84%) AngularJS
11 11 (1.84%) Spring
12 9 (1.50%) XSLT
13 8 (1.34%) Apache NiFi
13 8 (1.34%) EDI
13 8 (1.34%) Gherkin
13 8 (1.34%) RabbitMQ
13 8 (1.34%) WSDL
Miscellaneous
1 62 (10.35%) Analytical Skills
2 29 (4.84%) Algorithms
3 20 (3.34%) Data Structures
3 20 (3.34%) Management Information System
4 12 (2.00%) Client/Server
4 12 (2.00%) Reference Data
5 11 (1.84%) Self-Motivation
6 10 (1.67%) User Experience
7 9 (1.50%) Taxonomies
8 8 (1.34%) Greenfield Project
9 6 (1.00%) Virtual Team
10 5 (0.83%) NHS
11 4 (0.67%) CMDB
11 4 (0.67%) Fintech
11 4 (0.67%) Smart Meter
12 3 (0.50%) Data Centre
12 3 (0.50%) FMCG
12 3 (0.50%) Internet of Things
12 3 (0.50%) Linux Command Line
12 3 (0.50%) Public Cloud
Operating Systems
1 45 (7.51%) Unix
2 21 (3.51%) Linux
3 15 (2.50%) Windows
4 6 (1.00%) Windows Server
5 3 (0.50%) Android
5 3 (0.50%) Apple iOS
6 1 (0.17%) Red Hat Enterprise Linux
6 1 (0.17%) Solaris
Processes & Methodologies
1 216 (36.06%) ETL
2 182 (30.38%) Business Intelligence
3 176 (29.38%) Data Modelling
4 166 (27.71%) Agile Software Development
5 114 (19.03%) Analytics
6 105 (17.53%) Migration
7 80 (13.36%) Data Management
8 78 (13.02%) Data Architecture
9 70 (11.69%) Data Migration
10 64 (10.68%) Visualisation
11 55 (9.18%) Data Governance
12 48 (8.01%) Data Analysis
13 47 (7.85%) Stakeholder Management
14 46 (7.68%) Data Engineering
15 44 (7.35%) Data Visualisation
15 44 (7.35%) Scrum
16 43 (7.18%) Problem-Solving
16 43 (7.18%) SDLC
17 42 (7.01%) DevOps
18 38 (6.34%) Metadata Management
Programming Languages
1 249 (41.57%) SQL
2 72 (12.02%) Python
3 70 (11.69%) Java
4 47 (7.85%) T-SQL
5 42 (7.01%) JavaScript
6 40 (6.68%) C#
7 39 (6.51%) Shell Script
8 31 (5.18%) PL/SQL
9 28 (4.67%) R
10 19 (3.17%) Scala
11 15 (2.50%) PowerShell
12 11 (1.84%) Cypher
13 8 (1.34%) Java 8
13 8 (1.34%) MATLAB
14 7 (1.17%) VBA
15 5 (0.83%) ABAP
16 4 (0.67%) Jython
17 3 (0.50%) Apex Code
17 3 (0.50%) Perl
17 3 (0.50%) XPath
Qualifications
1 39 (6.51%) Security Cleared
2 34 (5.68%) Degree
3 33 (5.51%) SC Cleared
4 18 (3.01%) Computer Science Degree
5 14 (2.34%) ISEB
5 14 (2.34%) ISTQB
6 8 (1.34%) Master's Degree
7 6 (1.00%) PMP
8 4 (0.67%) BPSS Clearance
8 4 (0.67%) PMI Certification
9 3 (0.50%) PRINCE2 Certification
10 2 (0.33%) AWS Certification
10 2 (0.33%) PRINCE2 Practitioner
11 1 (0.17%) APMP
11 1 (0.17%) DBS Check
11 1 (0.17%) MBA
11 1 (0.17%) PhD
Quality Assurance & Compliance
1 110 (18.36%) Data Quality
2 38 (6.34%) QA
3 8 (1.34%) SLA
4 6 (1.00%) GDPR
5 5 (0.83%) MiFID
6 3 (0.50%) FATCA
6 3 (0.50%) PMO
7 2 (0.33%) EMIR
7 2 (0.33%) ISO/IEC 27001
8 1 (0.17%) PCI DSS
System Software
1 20 (3.34%) Apache Flume
2 11 (1.84%) HDFS
3 10 (1.67%) Docker
4 9 (1.50%) Active Directory
5 6 (1.00%) Apache ZooKeeper
6 3 (0.50%) Oracle RAC
6 3 (0.50%) Virtual Machines
7 1 (0.17%) VMware Infrastructure
Systems Management
1 7 (1.17%) Kubernetes
2 4 (0.67%) Control-M
2 4 (0.67%) Terraform
3 3 (0.50%) Opscode Chef
3 3 (0.50%) Single Sign-On
4 2 (0.33%) Ansible
4 2 (0.33%) CA Spectrum
4 2 (0.33%) Puppet
4 2 (0.33%) Tivoli
5 1 (0.17%) Data Guard
5 1 (0.17%) Hadoop YARN
5 1 (0.17%) Oozie
5 1 (0.17%) SCCM
5 1 (0.17%) Systems Management Server (SMS)
Vendors
1 134 (22.37%) Oracle
2 99 (16.53%) Microsoft
3 74 (12.35%) Informatica
4 66 (11.02%) SAP
5 54 (9.02%) Talend
6 49 (8.18%) Tableau
7 25 (4.17%) IBM
8 24 (4.01%) Cloudera
9 21 (3.51%) Ab Initio
10 18 (3.01%) Teradata
11 17 (2.84%) Cognos
12 16 (2.67%) Alteryx
12 16 (2.67%) MapR
13 15 (2.50%) Google
13 15 (2.50%) Netezza
14 14 (2.34%) Hortonworks
15 13 (2.17%) Databricks
15 13 (2.17%) Salesforce.com
16 11 (1.84%) Workday
17 7 (1.17%) MuleSoft