Data Integration Contracts in England

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 3 months to 22 June 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 / England
Location	3 months to 22 Jun 2017	Same period 2016	Same period 2015
Rank	315	379	338
Rank change year-on-year	+64	-41
Contract jobs citing Data Integration	307	271	312
As % of all contract IT jobs advertised in England	0.71%	0.55%	0.61%
As % of the Processes & Methodologies category	0.84%	0.66%	0.75%
Number of daily rates quoted	201	163	221
Median daily rate	£450	£463	£463
Median daily rate % change year-on-year	-2.70%	-
90% offered a daily rate of more than	£350	£350	£325
10% offered a daily rate of more than	£588	£633	£625
UK excluding London median daily rate	£425	£450	£440
% change year-on-year	-5.55%	+2.27%
Number of hourly rates quoted	4	0	0
Median hourly rate	£19.00	-	-
UK excluding London median hourly rate	£19.00	-	-

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

Contract Process & Methodology Skills England
Contract job vacancies with a requirement for process and methodology skills	36460	41364	41331
As % of all contract IT job vacancies advertised in England	84.71%	83.50%	80.82%
Number of daily rates quoted	23944	27759	26979
Median daily rate	£450	£446	£415
Median daily rate % change year-on-year	+0.84%	+7.53%
90% offered a daily rate of more than	£313	£300	£288
10% offered a daily rate of more than	£600	£600	£593
UK excluding London median daily rate	£415	£400	£385
% change year-on-year	+3.75%	+3.89%
Number of hourly rates quoted	956	965	1150
Median hourly rate	£32.00	£27.25	£26.00
Median hourly rate % change year-on-year	+17.43%	+4.80%
90% offered a hourly rate of more than	£12.50	£12.55	£12.00
10% offered a hourly rate of more than	£52.50	£47.83	£50.00
UK excluding London median hourly rate	£33.50	£28.50	£30.00
% change year-on-year	+17.54%	-5.00%

Data Integration
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Data Integration as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

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 3 months to 22 June 2017.

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
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 3 months to 22 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location	Rank Change on Same Period Last Year	Matching Contract IT Job Ads	Median Daily Rate Last 3 Months	Median Daily Rate % Change on Same Period Last Year	Live Job Vacancies
London	+16	137	£496	-0.75%	29
South East	+22	42	£450	+24.56%	13
Yorkshire	+41	35	£424	-22.95%	1
East of England	+15	30	£425	+3.03%	2
North West	+32	24	£425	-	11
South West	+23	19	£388	-	2
East Midlands	-3	12	£405	-14.73%	3
West Midlands	+9	6	£475	+46.15%	5
Data Integration UK

Data Integration
Top 30 Co-occurring IT Skills in England

For the 6 months to 22 June 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 across the England region with a requirement for Data Integration.

1	206 (37.25%)	SQL
2	197 (35.62%)	ETL
3	163 (29.48%)	Agile Software Development
4	154 (27.85%)	Data Modelling
5	144 (26.04%)	Finance
6	137 (24.77%)	Data Warehouse
7	122 (22.06%)	Oracle
8	111 (20.07%)	Business Intelligence
9	108 (19.53%)	Data Management
10	107 (19.35%)	Analytics
11	103 (18.63%)	Data Quality
11	103 (18.63%)	SQL Server
12	93 (16.82%)	Data Architecture
13	91 (16.46%)	Migration
14	89 (16.09%)	Java

15	83 (15.01%)	Big Data
16	81 (14.65%)	Analytical Skills
17	75 (13.56%)	Microsoft
18	69 (12.48%)	Hadoop
19	62 (11.21%)	Banking
20	61 (11.03%)	SQL Server Integration Services
21	60 (10.85%)	XML
22	57 (10.31%)	Informatica
23	56 (10.13%)	TOGAF
24	52 (9.40%)	Web Services
25	51 (9.22%)	Data Migration
26	50 (9.04%)	Linux
27	48 (8.68%)	MongoDB
28	47 (8.50%)	Data Analysis
29	46 (8.32%)	Degree

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
Applications
Business Applications
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
Quality Assurance & Compliance
System Software
Systems Management
Vendors

Application Platforms
1	36 (6.51%)	SAS
2	13 (2.35%)	Apache Spark
3	12 (2.17%)	Apache
3	12 (2.17%)	JBoss
4	11 (1.99%)	WebSphere
5	10 (1.81%)	Apache Pig
5	10 (1.81%)	CMS
5	10 (1.81%)	Confluence
5	10 (1.81%)	WebLogic
6	9 (1.63%)	Apache Solr
7	7 (1.27%)	MQSeries
7	7 (1.27%)	Oracle Coherence
7	7 (1.27%)	Oracle SOA Suite
7	7 (1.27%)	WinCC
8	5 (0.90%)	Gentran
8	5 (0.90%)	Tomcat
9	4 (0.72%)	Adobe Experience Manager
9	4 (0.72%)	GemFire
9	4 (0.72%)	Mule ESB
9	4 (0.72%)	SharePoint

Applications
1	23 (4.16%)	Microsoft Excel
2	7 (1.27%)	Microsoft Office
3	6 (1.08%)	Microsoft PowerPoint
4	5 (0.90%)	MS Visio
5	3 (0.54%)	Microsoft Project
6	2 (0.36%)	SmartSuite
7	1 (0.18%)	SPSS

Business Applications
1	12 (2.17%)	Dynamics CRM
2	7 (1.27%)	Teamcenter
3	6 (1.08%)	Dynamics AX
3	6 (1.08%)	NetSuite
4	5 (0.90%)	Hyperion Planning
5	4 (0.72%)	Eloqua
5	4 (0.72%)	Markit EDM
6	3 (0.54%)	HFM
6	3 (0.54%)	Oracle Applications
6	3 (0.54%)	Oracle ERP
6	3 (0.54%)	SAP ERP
6	3 (0.54%)	SAP Retail
7	2 (0.36%)	Oracle EBS
7	2 (0.36%)	Oracle EBS R12
7	2 (0.36%)	SAP BPC
7	2 (0.36%)	SAP CAR
7	2 (0.36%)	SAP Hybris
8	1 (0.18%)	Lorenzo
8	1 (0.18%)	SAP POS DM
8	1 (0.18%)	SAP S/4HANA

Cloud Services
1	46 (8.32%)	Amazon AWS
2	19 (3.44%)	Microsoft Azure
3	14 (2.53%)	SaaS
4	11 (1.99%)	Salesforce Service Cloud
5	9 (1.63%)	Cloud Computing
6	7 (1.27%)	Force.com
7	5 (0.90%)	Azure Data Factory
7	5 (0.90%)	PaaS
8	4 (0.72%)	Adobe Analytics
9	3 (0.54%)	Amazon EC2
9	3 (0.54%)	Dynamics 365
9	3 (0.54%)	Google Analytics
10	2 (0.36%)	Amazon Kinesis
10	2 (0.36%)	AWS CloudFormation
10	2 (0.36%)	Bluemix
10	2 (0.36%)	GitHub
10	2 (0.36%)	IBM Cloud
10	2 (0.36%)	SoftLayer
10	2 (0.36%)	SuccessFactors
11	1 (0.18%)	Office 365

Communications & Networking
1	5 (0.90%)	HTTP
2	4 (0.72%)	Internet
2	4 (0.72%)	LDAP
3	3 (0.54%)	Firewall
4	2 (0.36%)	Kerberos
4	2 (0.36%)	LAN
4	2 (0.36%)	Network Security
4	2 (0.36%)	SMTP
4	2 (0.36%)	TCP/IP
4	2 (0.36%)	VoIP
4	2 (0.36%)	WAN
5	1 (0.18%)	RFID
5	1 (0.18%)	SMS
5	1 (0.18%)	Wi-Fi

Database & Business Intelligence
1	137 (24.77%)	Data Warehouse
2	103 (18.63%)	SQL Server
3	83 (15.01%)	Big Data
4	69 (12.48%)	Hadoop
5	61 (11.03%)	SQL Server Integration Services
6	48 (8.68%)	MongoDB
7	44 (7.96%)	Relational Database
8	43 (7.78%)	MySQL
9	41 (7.41%)	Apache Hive
10	39 (7.05%)	SQL Server Reporting Services
11	31 (5.61%)	HBase
12	28 (5.06%)	Oracle Database
12	28 (5.06%)	RDBMS
13	26 (4.70%)	Pentaho
14	24 (4.34%)	NoSQL
14	24 (4.34%)	SAS Data Integration Studio
15	23 (4.16%)	Base SAS
16	21 (3.80%)	BusinessObjects
17	20 (3.62%)	Neo4j
18	19 (3.44%)	Data Lake

Development Applications
1	32 (5.79%)	Talend Open Studio
2	26 (4.70%)	JIRA
3	16 (2.89%)	ERwin
4	11 (1.99%)	Git (software)
5	8 (1.45%)	Eclipse
6	7 (1.27%)	Selenium
6	7 (1.27%)	Subversion
7	6 (1.08%)	Cucumber
7	6 (1.08%)	HP UFT
7	6 (1.08%)	Jenkins
7	6 (1.08%)	Maven
7	6 (1.08%)	TeamCity
8	5 (0.90%)	MagicDraw
8	5 (0.90%)	Rational Rhapsody
8	5 (0.90%)	SQL Server Management Studio (SSMS)
8	5 (0.90%)	Visual Studio
9	4 (0.72%)	IntelliJ
9	4 (0.72%)	PowerDesigner
9	4 (0.72%)	Team Foundation Server
10	3 (0.54%)	SonarQube

General
1	144 (26.04%)	Finance
2	62 (11.21%)	Banking
3	36 (6.51%)	Retail
4	30 (5.42%)	Legal
5	17 (3.07%)	Telecoms
6	16 (2.89%)	Marketing
7	11 (1.99%)	Manufacturing
8	10 (1.81%)	Pharmaceutical
9	8 (1.45%)	Back Office
9	8 (1.45%)	Investment Banking
10	4 (0.72%)	Games
10	4 (0.72%)	Law
11	3 (0.54%)	Advertising
11	3 (0.54%)	Billing
11	3 (0.54%)	Publishing
12	2 (0.36%)	Local Government
12	2 (0.36%)	Retail Banking
12	2 (0.36%)	Wholesale Banking
13	1 (0.18%)	Financial Institution
13	1 (0.18%)	German Language

Job Titles
1	163 (29.48%)	Architect
2	135 (24.41%)	Developer
3	88 (15.91%)	Analyst
4	79 (14.29%)	Data Architect
5	57 (10.31%)	Solutions Architect
6	37 (6.69%)	Business Analyst
7	36 (6.51%)	Consultant
8	31 (5.61%)	Data Analyst
9	26 (4.70%)	Technical Leader
10	25 (4.52%)	Data Engineer
11	20 (3.62%)	Technical Architect
12	18 (3.25%)	Salesforce Developer
12	18 (3.25%)	Senior Architect
12	18 (3.25%)	SQL Developer
13	16 (2.89%)	Data Consultant
13	16 (2.89%)	Project Manager
14	14 (2.53%)	ETL Developer
15	13 (2.35%)	CRM Developer
15	13 (2.35%)	DBA
15	13 (2.35%)	Integration Architect

Libraries, Frameworks & Software Standards
1	60 (10.85%)	XML
2	52 (9.40%)	Web Services
3	38 (6.87%)	Middleware
4	33 (5.97%)	.NET
4	33 (5.97%)	SOAP
5	31 (5.61%)	REST
6	30 (5.42%)	JSON
7	29 (5.24%)	HTML
8	18 (3.25%)	jQuery
8	18 (3.25%)	Visualforce
9	17 (3.07%)	CSS
10	16 (2.89%)	RESTful
11	15 (2.71%)	XSLT
12	14 (2.53%)	Spring
13	11 (1.99%)	ASP.NET
13	11 (1.99%)	JMS
14	8 (1.45%)	LAMP
15	7 (1.27%)	AngularJS
15	7 (1.27%)	Kafka
15	7 (1.27%)	XHTML

Miscellaneous
1	81 (14.65%)	Analytical Skills
2	43 (7.78%)	Reference Data
3	39 (7.05%)	Management Information System
4	29 (5.24%)	Data Structures
5	18 (3.25%)	Enterprise Software
6	17 (3.07%)	Greenfield Project
7	13 (2.35%)	Data Centre
8	8 (1.45%)	Computer Science
8	8 (1.45%)	Credit Risk
8	8 (1.45%)	Market Risk
8	8 (1.45%)	Virtual Team
9	7 (1.27%)	NHS
10	6 (1.08%)	Life Science
10	6 (1.08%)	User Experience
11	5 (0.90%)	Mainframe
11	5 (0.90%)	Public Cloud
11	5 (0.90%)	Taxonomies
12	4 (0.72%)	CMDB
12	4 (0.72%)	DataPower
13	3 (0.54%)	Replication

Operating Systems
1	50 (9.04%)	Linux
2	32 (5.79%)	Unix
3	24 (4.34%)	Windows
4	5 (0.90%)	Windows Server
5	4 (0.72%)	CentOS
6	1 (0.18%)	Red Hat Enterprise Linux

Processes & Methodologies
1	197 (35.62%)	ETL
2	163 (29.48%)	Agile Software Development
3	154 (27.85%)	Data Modelling
4	111 (20.07%)	Business Intelligence
5	108 (19.53%)	Data Management
6	107 (19.35%)	Analytics
7	93 (16.82%)	Data Architecture
8	91 (16.46%)	Migration
9	56 (10.13%)	TOGAF
10	51 (9.22%)	Data Migration
11	47 (8.50%)	Data Analysis
12	46 (8.32%)	Data Governance
13	45 (8.14%)	ITIL
14	44 (7.96%)	Stakeholder Management
14	44 (7.96%)	Validation
15	43 (7.78%)	Project Management
16	42 (7.59%)	SDLC
17	40 (7.23%)	Scrum
18	37 (6.69%)	UML
19	34 (6.15%)	CRM

Programming Languages
1	206 (37.25%)	SQL
2	89 (16.09%)	Java
3	42 (7.59%)	T-SQL
4	38 (6.87%)	JavaScript
5	35 (6.33%)	PL/SQL
6	25 (4.52%)	C#
7	20 (3.62%)	Python
8	18 (3.25%)	Apex Code
9	13 (2.35%)	Shell Script
10	12 (2.17%)	PHP
10	12 (2.17%)	SOQL
11	11 (1.99%)	R
12	9 (1.63%)	VB
12	9 (1.63%)	VBScript
13	8 (1.45%)	PowerShell
13	8 (1.45%)	SAS Macro
13	8 (1.45%)	Scala
14	7 (1.27%)	VBA
15	6 (1.08%)	C
15	6 (1.08%)	Perl

Qualifications
1	46 (8.32%)	Degree
2	34 (6.15%)	Security Cleared
3	28 (5.06%)	SC Cleared
4	8 (1.45%)	ISEB
5	3 (0.54%)	Computer Science Degree
5	3 (0.54%)	ISTQB
5	3 (0.54%)	Master's Degree
6	2 (0.36%)	CCNA
6	2 (0.36%)	Cisco Certification
6	2 (0.36%)	DV Cleared
6	2 (0.36%)	ITIL Certification
6	2 (0.36%)	Numerate Degree
6	2 (0.36%)	SAS Certification
7	1 (0.18%)	BPSS Clearance
7	1 (0.18%)	CBAP
7	1 (0.18%)	MBA
7	1 (0.18%)	Microsoft Certification
7	1 (0.18%)	PMI Certification
7	1 (0.18%)	PMP

Quality Assurance & Compliance
1	103 (18.63%)	Data Quality
2	28 (5.06%)	QA
3	9 (1.63%)	IFRS
3	9 (1.63%)	IFRS 9
4	6 (1.08%)	HL7
5	5 (0.90%)	Disclosure Scotland
6	4 (0.72%)	SLA
7	3 (0.54%)	PMO
8	2 (0.36%)	PCI DSS
8	2 (0.36%)	Sarbanes-Oxley
8	2 (0.36%)	SNOMED CT
9	1 (0.18%)	DICOM
9	1 (0.18%)	GAAP
9	1 (0.18%)	GxP
9	1 (0.18%)	Solvency II

System Software
1	5 (0.90%)	Apache Flume
2	4 (0.72%)	HDFS
3	2 (0.36%)	Active Directory
3	2 (0.36%)	Oracle RAC
3	2 (0.36%)	Virtual Servers
4	1 (0.18%)	Cronacle

Systems Management
1	10 (1.81%)	Piwik
2	6 (1.08%)	Puppet
3	5 (0.90%)	MOM
4	4 (0.72%)	Hadoop YARN
4	4 (0.72%)	Opscode Chef
5	3 (0.54%)	RSA Archer
6	2 (0.36%)	Ansible
6	2 (0.36%)	Control-M
6	2 (0.36%)	Oozie
7	1 (0.18%)	Data Guard
7	1 (0.18%)	EMC NetWorker
7	1 (0.18%)	Galera Cluster
7	1 (0.18%)	HP Quality Center

Vendors
1	122 (22.06%)	Oracle
2	75 (13.56%)	Microsoft
3	57 (10.31%)	Informatica
4	44 (7.96%)	Salesforce.com
5	42 (7.59%)	IBM
6	40 (7.23%)	SAP
7	32 (5.79%)	Talend
8	31 (5.61%)	MapR
9	29 (5.24%)	Cloudera
10	28 (5.06%)	Splunk
11	23 (4.16%)	Tableau
12	20 (3.62%)	Nuix
13	10 (1.81%)	Pardot
14	9 (1.63%)	HP
15	8 (1.45%)	Cognos
15	8 (1.45%)	Red Hat
16	7 (1.27%)	Siemens
17	6 (1.08%)	Hyperion
17	6 (1.08%)	Netezza
18	5 (0.90%)	Google