Period
to 21 November 2017

The following table provides summary statistics for contract job vacancies 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 21 November 2017 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
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 328 373 331
Rank change year-on-year +45 -42 +39
Contract jobs citing Data Integration 767 657 794
As % of all contract IT jobs advertised in the UK 0.74% 0.63% 0.70%
As % of the Processes & Methodologies category 0.88% 0.75% 0.85%
Number of daily rates quoted 541 425 530
UK median daily rate £475 £475 £450
Median daily rate % change year-on-year - +5.56% +5.88%
10th Percentile £325 £350 £310
90th Percentile £650 £663 £654
UK excluding London median daily rate £450 £450 £450
Number of hourly rates quoted 12 8 2
UK median hourly rate £52.00 £25.50 £35.33
Median hourly rate % change year-on-year +103.92% -27.82% -56.91%
10th Percentile £16.73 £11.03 £27.34
90th Percentile £64.45 £28.35 £45.32
UK excluding London median hourly rate £52.00 £25.50 £35.33
% change year-on-year +103.92% -27.82% -39.63%

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 with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Contract vacancies with a requirement for process or methodology skills 87132 87864 92880
As % of all contract IT jobs advertised in the UK 84.49% 83.90% 81.77%
Number of daily rates quoted 58048 58076 60168
UK median daily rate £450 £425 £413
Median daily rate % change year-on-year +5.88% +3.03% +3.13%
10th Percentile £281 £263 £263
90th Percentile £630 £600 £600
UK excluding London median daily rate £400 £400 £385
% change year-on-year - +3.90% +2.67%
Number of hourly rates quoted 2060 2332 2734
UK median hourly rate £23.50 £24.00 £22.50
Median hourly rate % change year-on-year -2.08% +6.67% +18.42%
10th Percentile £11.49 £11.31 £11.50
90th Percentile £49.75 £48.75 £47.71
UK excluding London median hourly rate £24.00 £24.50 £23.75
% change year-on-year -2.04% +3.16% +18.75%

Data Integration
Job Vacancy Trend

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

Job vacancy trend for Data Integration in the UK

Data Integration
Contractor Daily Rate Trend

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

Contractor daily rate trend for Data Integration in the UK

Data Integration
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Data Integration over the 6 months to 21 November 2017.

Contractor daily rate histogram for Data Integration in the UK

Data Integration
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for Data Integration in the UK

Data Integration
Contractor Hourly Rate Histogram

The hourly rate distribution of IT jobs citing Data Integration over the 6 months to 21 November 2017.

Contractor hourly rate histogram for Data Integration in the UK

Data Integration
Top 16 Contract Locations

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 UK over the 6 months to 21 November 2017. 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
England +43 702 £475 - 59
UK excluding London +104 430 £450 - 35
London -43 322 £500 - 34
South East +37 115 £475 +5.56% 8
North of England +86 114 £431 -1.99% 6
Yorkshire +63 77 £425 -10.53% 2
East of England +39 76 £425 -5.56% 6
Midlands +22 45 £500 -9.09% 2
Scotland -4 41 £400 -11.11% 9
North West +26 40 £610 +43.53% 4
South West +8 28 £425 +13.33% 3
East Midlands +9 23 £445 -25.83%
West Midlands +19 22 £500 +21.21% 2
North East +75 16 £550 +54.93%
Wales +17 9 £485 -13.78% 1
Northern Ireland - 2 - -

For the 6 months to 21 November 2017, IT contractor jobs citing Data Integration also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads with a requirement for Data Integration.

1 307 (40.03%) SQL
2 262 (34.16%) Agile Software Development
3 234 (30.51%) Data Modelling
4 226 (29.47%) ETL
5 207 (26.99%) Data Warehouse
6 181 (23.60%) Business Intelligence
7 163 (21.25%) SQL Server
8 158 (20.60%) Oracle
8 158 (20.60%) Finance
8 158 (20.60%) Data Quality
9 126 (16.43%) Java
10 123 (16.04%) Migration
11 111 (14.47%) Big Data
12 110 (14.34%) Data Architecture
13 109 (14.21%) XML
14 104 (13.56%) Data Analysis
15 99 (12.91%) Data Management
16 94 (12.26%) Scrum
17 87 (11.34%) Analytics
18 84 (10.95%) Informatica
19 81 (10.56%) Microsoft
20 79 (10.30%) Hadoop
21 77 (10.04%) Analytical Skills
21 77 (10.04%) SQL Server Integration Services
22 71 (9.26%) Relational Database
23 69 (9.00%) Data Migration
24 68 (8.87%) Security Cleared
25 66 (8.60%) Web Services
26 65 (8.47%) Linux
27 64 (8.34%) Python

Data Integration
Co-occurring IT Skills 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 54 (7.04%) Apache Spark
2 53 (6.91%) SAS
3 16 (2.09%) Confluence
4 15 (1.96%) Apache
5 14 (1.83%) Apache Airflow
6 11 (1.43%) PowerExchange
6 11 (1.43%) SharePoint
7 10 (1.30%) Luigi
8 9 (1.17%) IIS
9 8 (1.04%) WinCC
10 6 (0.78%) Apache Solr
10 6 (0.78%) Tomcat
10 6 (0.78%) WebSphere
11 5 (0.65%) CMS
11 5 (0.65%) Elasticsearch
11 5 (0.65%) Oracle SOA Suite
12 4 (0.52%) Apache Pig
12 4 (0.52%) JBoss
12 4 (0.52%) WildFly
12 4 (0.52%) WordPress
Applications
1 33 (4.30%) Microsoft Excel
2 23 (3.00%) MS Visio
3 20 (2.61%) Microsoft Office
4 13 (1.69%) Microsoft Project
5 10 (1.30%) Pipeline Pilot
6 7 (0.91%) SmartSuite
7 6 (0.78%) Microsoft PowerPoint
8 3 (0.39%) SPSS
9 1 (0.13%) Spreadsheet
Business Applications
1 17 (2.22%) Dynamics CRM
2 9 (1.17%) Salesforce.com CRM
3 8 (1.04%) Markit EDM
3 8 (1.04%) Teamcenter
4 6 (0.78%) SAP S/4HANA
5 5 (0.65%) Dynamics AX
5 5 (0.65%) Oracle Receivables
5 5 (0.65%) SAP MDG
5 5 (0.65%) SAP MM
6 4 (0.52%) Oracle BPM
6 4 (0.52%) Oracle iProcurement
7 2 (0.26%) Adobe Campaign
7 2 (0.26%) Lawson
7 2 (0.26%) SAP PP
8 1 (0.13%) NetSuite
8 1 (0.13%) Oracle Assets
8 1 (0.13%) Oracle EBS
8 1 (0.13%) Oracle ERP
8 1 (0.13%) Oracle Procure-to-Pay
8 1 (0.13%) SAP Retail
Cloud Services
1 55 (7.17%) Amazon AWS
2 30 (3.91%) Microsoft Azure
3 19 (2.48%) SaaS
4 16 (2.09%) GitHub
5 14 (1.83%) Amazon EMR
5 14 (1.83%) Amazon S3
6 11 (1.43%) PaaS
7 9 (1.17%) Amazon EC2
8 8 (1.04%) Amazon Kinesis
9 6 (0.78%) Dynamics 365
9 6 (0.78%) Google Cloud Platform
9 6 (0.78%) IaaS
10 5 (0.65%) Amazon Glacier
10 5 (0.65%) SuccessFactors
11 3 (0.39%) Azure Active Directory
11 3 (0.39%) Google Analytics
11 3 (0.39%) Salesforce Service Cloud
12 2 (0.26%) Cloud Computing
13 1 (0.13%) Amazon SQS
13 1 (0.13%) Office 365
Communications & Networking
1 13 (1.69%) SMS
2 10 (1.30%) Network Security
3 7 (0.91%) Firewall
4 5 (0.65%) HTTP
4 5 (0.65%) SNMP
5 4 (0.52%) Internet
5 4 (0.52%) VLAN
6 3 (0.39%) DNS
6 3 (0.39%) FTP
6 3 (0.39%) LDAP
6 3 (0.39%) X.509
7 2 (0.26%) SSL
7 2 (0.26%) VoIP
7 2 (0.26%) VSAT
8 1 (0.13%) AMQP
8 1 (0.13%) Skype
Database & Business Intelligence
1 207 (26.99%) Data Warehouse
2 163 (21.25%) SQL Server
3 111 (14.47%) Big Data
4 79 (10.30%) Hadoop
5 77 (10.04%) SQL Server Integration Services
6 71 (9.26%) Relational Database
7 46 (6.00%) Apache Hive
8 45 (5.87%) PostgreSQL
9 42 (5.48%) NoSQL
10 37 (4.82%) Pentaho
11 35 (4.56%) Oracle Database
11 35 (4.56%) SQL Server Reporting Services
12 34 (4.43%) Data Mining
13 33 (4.30%) MySQL
13 33 (4.30%) RDBMS
14 32 (4.17%) HBase
14 32 (4.17%) PowerCenter
15 25 (3.26%) BusinessObjects
15 25 (3.26%) MongoDB
15 25 (3.26%) SAS Enterprise Guide
Development Applications
1 50 (6.52%) JIRA
2 47 (6.13%) Talend Open Studio
3 39 (5.08%) Git (software)
4 15 (1.96%) Subversion
5 13 (1.69%) ERwin
6 12 (1.56%) Eclipse
7 10 (1.30%) Maven
8 8 (1.04%) Team Foundation Server
9 7 (0.91%) IntelliJ
10 6 (0.78%) LoadRunner
10 6 (0.78%) Rational Rhapsody
10 6 (0.78%) Selenium
11 5 (0.65%) Appium
11 5 (0.65%) Bitbucket
11 5 (0.65%) Cucumber
11 5 (0.65%) Jenkins
11 5 (0.65%) MSTest
11 5 (0.65%) SonarQube
11 5 (0.65%) TeamCity
12 4 (0.52%) SoapUI
General
1 158 (20.60%) Finance
2 61 (7.95%) Banking
3 28 (3.65%) Retail
4 26 (3.39%) Telecoms
5 21 (2.74%) Legal
6 17 (2.22%) Marketing
7 16 (2.09%) Law
8 15 (1.96%) Manufacturing
9 14 (1.83%) Investment Banking
9 14 (1.83%) Publishing
10 13 (1.69%) Pharmaceutical
11 10 (1.30%) Front Office
12 9 (1.17%) Financial Institution
13 5 (0.65%) Billing
13 5 (0.65%) Retail Banking
14 4 (0.52%) Back Office
14 4 (0.52%) Games
15 3 (0.39%) Advertising
16 2 (0.26%) Electronics
16 2 (0.26%) Private Banking
Job Titles
1 243 (31.68%) Developer
2 171 (22.29%) Architect
3 126 (16.43%) Analyst
4 105 (13.69%) Data Architect
5 82 (10.69%) Business Analyst
6 59 (7.69%) Data Engineer
7 54 (7.04%) SQL Developer
8 51 (6.65%) Solutions Architect
9 49 (6.39%) Consultant
10 32 (4.17%) ETL Developer
11 29 (3.78%) Technical Architect
12 28 (3.65%) Data Analyst
13 25 (3.26%) Business Intelligence Developer
14 23 (3.00%) Java Developer
14 23 (3.00%) Project Manager
15 22 (2.87%) Integration Architect
15 22 (2.87%) Senior Data Engineer
16 21 (2.74%) SSIS Developer
17 17 (2.22%) Integration Developer
18 16 (2.09%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 109 (14.21%) XML
2 66 (8.60%) Web Services
3 50 (6.52%) .NET
4 47 (6.13%) Middleware
5 41 (5.35%) JSON
6 38 (4.95%) SOAP
7 32 (4.17%) REST
7 32 (4.17%) RESTful
8 30 (3.91%) XSLT
9 29 (3.78%) HTML
10 26 (3.39%) Spring
11 25 (3.26%) Kafka
12 21 (2.74%) ASP.NET
13 17 (2.22%) CSS
14 14 (1.83%) AngularJS
14 14 (1.83%) jQuery
15 13 (1.69%) .NET Framework
16 12 (1.56%) XSD
17 11 (1.43%) FpML
17 11 (1.43%) JMS
Miscellaneous
1 77 (10.04%) Analytical Skills
2 51 (6.65%) Reference Data
3 39 (5.08%) Management Information System
4 31 (4.04%) Data Structures
5 22 (2.87%) Computer Science
5 22 (2.87%) Enterprise Software
6 17 (2.22%) Life Science
7 13 (1.69%) NHS
8 12 (1.56%) Replication
9 10 (1.30%) CMDB
9 10 (1.30%) Greenfield Project
10 9 (1.17%) Virtual Team
11 7 (0.91%) Public Cloud
12 6 (0.78%) Data Centre
13 4 (0.52%) Equities
13 4 (0.52%) Linux Command Line
13 4 (0.52%) Mobile App
13 4 (0.52%) User Experience
14 3 (0.39%) Foreign Exchange (FX)
14 3 (0.39%) Market Risk
Operating Systems
1 65 (8.47%) Linux
2 58 (7.56%) Unix
3 40 (5.22%) Windows
4 11 (1.43%) Windows Server
5 8 (1.04%) AIX
6 1 (0.13%) Windows 10
6 1 (0.13%) Windows 7
Processes & Methodologies
1 262 (34.16%) Agile Software Development
2 234 (30.51%) Data Modelling
3 226 (29.47%) ETL
4 181 (23.60%) Business Intelligence
5 123 (16.04%) Migration
6 110 (14.34%) Data Architecture
7 104 (13.56%) Data Analysis
8 99 (12.91%) Data Management
9 94 (12.26%) Scrum
10 87 (11.34%) Analytics
11 69 (9.00%) Data Migration
12 58 (7.56%) Data Mapping
12 58 (7.56%) Stakeholder Management
13 53 (6.91%) TOGAF
14 52 (6.78%) Business Analysis
14 52 (6.78%) CRM
14 52 (6.78%) Data Governance
15 51 (6.65%) Project Management
16 49 (6.39%) Validation
17 45 (5.87%) ITIL
Programming Languages
1 307 (40.03%) SQL
2 126 (16.43%) Java
3 64 (8.34%) Python
4 63 (8.21%) T-SQL
5 55 (7.17%) PL/SQL
6 52 (6.78%) C#
7 37 (4.82%) Shell Script
8 35 (4.56%) JavaScript
9 34 (4.43%) PowerShell
10 24 (3.13%) Perl
11 19 (2.48%) Scala
12 17 (2.22%) SAS Macro
13 15 (1.96%) C++
14 14 (1.83%) AWK
14 14 (1.83%) Ruby
14 14 (1.83%) sed
14 14 (1.83%) VBScript
15 13 (1.69%) Apex Code
15 13 (1.69%) C
15 13 (1.69%) R
Qualifications
1 68 (8.87%) Security Cleared
2 49 (6.39%) Degree
3 44 (5.74%) SC Cleared
4 13 (1.69%) ISEB
5 10 (1.30%) PhD
6 8 (1.04%) BPSS Clearance
7 6 (0.78%) DV Cleared
8 5 (0.65%) ISTQB
9 4 (0.52%) PMI Certification
10 3 (0.39%) Computer Science Degree
10 3 (0.39%) Numerate Degree
11 2 (0.26%) CCNA
11 2 (0.26%) Cisco Certification
11 2 (0.26%) CTC Cleared
11 2 (0.26%) PMP
11 2 (0.26%) PRINCE2 Practitioner
12 1 (0.13%) ITIL Certification
12 1 (0.13%) Microsoft Certification
12 1 (0.13%) PRINCE2 Certification
12 1 (0.13%) SAS Certification
Quality Assurance & Compliance
1 158 (20.60%) Data Quality
2 29 (3.78%) QA
3 7 (0.91%) Disclosure Scotland
4 6 (0.78%) HL7
5 4 (0.52%) Dodd-Frank
5 4 (0.52%) GDPR
5 4 (0.52%) MiFID
5 4 (0.52%) SLA
6 3 (0.39%) COBIT
6 3 (0.39%) EMIR
7 2 (0.26%) IFRS
7 2 (0.26%) IFRS 9
8 1 (0.13%) Basel III
8 1 (0.13%) GAAP
8 1 (0.13%) ISO 20022
System Software
1 17 (2.22%) HDFS
2 10 (1.30%) Apache Flume
3 6 (0.78%) Virtual Machines
4 5 (0.65%) Docker
5 4 (0.52%) Oracle RAC
6 2 (0.26%) Active Directory
6 2 (0.26%) VMware Infrastructure
7 1 (0.13%) Apache ZooKeeper
7 1 (0.13%) Firmware
7 1 (0.13%) Hyper-V
7 1 (0.13%) OpenAM
7 1 (0.13%) OpenDJ
Systems Management
1 13 (1.69%) Oozie
2 7 (0.91%) Control-M
2 7 (0.91%) RSA Archer
3 6 (0.78%) Hadoop YARN
4 5 (0.65%) SCCM
5 4 (0.52%) Data Guard
5 4 (0.52%) Kubernetes
5 4 (0.52%) Terraform
6 3 (0.39%) Piwik
6 3 (0.39%) SCOM
7 2 (0.26%) Ambari
7 2 (0.26%) Failover Clustering
7 2 (0.26%) MOM
7 2 (0.26%) Oracle EDQ
7 2 (0.26%) Puppet
8 1 (0.13%) Enterprise Manager Cloud Control
8 1 (0.13%) HP Quality Center
8 1 (0.13%) Mesos
8 1 (0.13%) Opscode Chef
8 1 (0.13%) SolarWinds Orion
Vendors
1 158 (20.60%) Oracle
2 84 (10.95%) Informatica
3 81 (10.56%) Microsoft
4 47 (6.13%) Talend
5 43 (5.61%) Tableau
6 37 (4.82%) Salesforce.com
7 35 (4.56%) Cloudera
8 29 (3.78%) SAP
9 27 (3.52%) IBM
10 23 (3.00%) Teradata
11 17 (2.22%) Greenplum
12 16 (2.09%) Splunk
13 15 (1.96%) Netezza
14 13 (1.69%) ServiceNow
15 10 (1.30%) MapR
15 10 (1.30%) RapidMiner
16 9 (1.17%) Cognos
17 8 (1.04%) Red Hat
17 8 (1.04%) Siemens
17 8 (1.04%) TIBCO