Period
to 19 November 2017

The following table provides summary statistics for contract job vacancies advertised in Yorkshire 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 19 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
England > Yorkshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 115 177 158
Rank change year-on-year +62 -19 -26
Contract jobs citing Data Integration 76 33 64
As % of all contract IT jobs advertised in Yorkshire 1.75% 0.61% 1.03%
As % of the Processes & Methodologies category 2.09% 0.72% 1.24%
Number of daily rates quoted 90 22 50
Yorkshire median daily rate £459 £475 £475
Median daily rate % change year-on-year -3.42% - +35.71%
10th Percentile £325 £400 £385
90th Percentile £624 £575 £550
England median daily rate £475 £475 £460
% change year-on-year - +3.26% +4.96%
Number of hourly rates quoted 0 0 0
Yorkshire median hourly rate - - -
England median hourly rate £52.00 £25.50 £35.33
% change year-on-year +103.92% -27.82% +0.80%

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Contract vacancies with a requirement for process or methodology skills 3631 4577 5148
As % of all contract IT jobs advertised in Yorkshire 83.47% 84.14% 83.22%
Number of daily rates quoted 2415 2988 3539
Yorkshire median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +7.14%
10th Percentile £261 £263 £259
90th Percentile £550 £550 £535
England median daily rate £450 £425 £422
% change year-on-year +5.88% +0.62% +5.60%
Number of hourly rates quoted 95 130 178
Yorkshire median hourly rate £16.00 £14.81 £14.50
Median hourly rate % change year-on-year +8.05% +2.12% -
10th Percentile £9.81 £10.98 £9.25
90th Percentile £40.00 £42.63 £34.74
England median hourly rate £23.75 £24.41 £22.50
% change year-on-year -2.70% +8.49% +18.42%

Data Integration
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Integration in Yorkshire

Data Integration
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for Data Integration in Yorkshire

Data Integration
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Data Integration in Yorkshire over the 6 months to 19 November 2017.

Contractor daily rate histogram for Data Integration in Yorkshire

Data Integration
Contractor Hourly Rate Trend in Yorkshire

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

Contractor hourly rate trend for Data Integration in Yorkshire

Data Integration
Contract Job Locations in Yorkshire

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 Yorkshire region over the 6 months to 19 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
West Yorkshire +58 59 £425 -8.11% 2
South Yorkshire +35 21 £425 -39.29%
North Yorkshire +8 1 £350 -12.50%
Humberside - 1 £545 -
Data Integration
England

For the 6 months to 19 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 across the Yorkshire region with a requirement for Data Integration.

1 61 (80.26%) Data Modelling
2 43 (56.58%) SQL
3 39 (51.32%) Business Intelligence
4 33 (43.42%) Agile Software Development
5 32 (42.11%) Data Quality
6 31 (40.79%) SQL Server
7 29 (38.16%) Data Architecture
8 26 (34.21%) Tableau
9 25 (32.89%) Data Warehouse
10 24 (31.58%) T-SQL
11 22 (28.95%) SQL Server Integration Services
12 20 (26.32%) ETL
13 17 (22.37%) Data Management
14 16 (21.05%) Informatica
15 15 (19.74%) Finance
15 15 (19.74%) Oracle
15 15 (19.74%) Unix
15 15 (19.74%) Reference Data
16 14 (18.42%) Big Data
17 13 (17.11%) Analytical Skills
17 13 (17.11%) Data Governance
17 13 (17.11%) Pentaho
18 12 (15.79%) Shell Script
18 12 (15.79%) MongoDB
18 12 (15.79%) NoSQL
18 12 (15.79%) QA
18 12 (15.79%) Relational Database
19 11 (14.47%) Data Strategy
20 10 (13.16%) Analytics
20 10 (13.16%) Migration

Data Integration
Co-occurring IT Skills in Yorkshire 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 9 (11.84%) SAS
2 3 (3.95%) Apache Spark
3 1 (1.32%) Apache
Business Applications
1 4 (5.26%) Oracle iProcurement
1 4 (5.26%) Oracle Receivables
2 1 (1.32%) Dynamics CRM
Cloud Services
1 6 (7.89%) Amazon AWS
2 3 (3.95%) GitHub
3 2 (2.63%) Microsoft Azure
4 1 (1.32%) Dynamics 365
Communications & Networking
1 5 (6.58%) SMS
Database & Business Intelligence
1 31 (40.79%) SQL Server
2 25 (32.89%) Data Warehouse
3 22 (28.95%) SQL Server Integration Services
4 14 (18.42%) Big Data
5 13 (17.11%) Pentaho
6 12 (15.79%) MongoDB
6 12 (15.79%) NoSQL
6 12 (15.79%) Relational Database
7 9 (11.84%) Apache Hive
8 8 (10.53%) HBase
8 8 (10.53%) Oracle Database
8 8 (10.53%) Oracle ODI
8 8 (10.53%) PostgreSQL
9 7 (9.21%) Data Lake
9 7 (9.21%) Hadoop
9 7 (9.21%) Oracle BI EE
9 7 (9.21%) Oracle Database 11g
9 7 (9.21%) Oracle Database 12c
10 6 (7.89%) BusinessObjects
10 6 (7.89%) Enterprise Data Warehouse
Development Applications
1 6 (7.89%) ERwin
2 3 (3.95%) Git (software)
2 3 (3.95%) Talend Open Studio
3 1 (1.32%) Visual Studio
General
1 15 (19.74%) Finance
2 1 (1.32%) Banking
Job Titles
1 33 (43.42%) Architect
2 32 (42.11%) Developer
3 21 (27.63%) Data Architect
4 19 (25.00%) SQL Developer
5 15 (19.74%) SSIS Developer
5 15 (19.74%) T-SQL Developer
6 13 (17.11%) Technical Architect
7 9 (11.84%) Data Engineer
8 7 (9.21%) Solutions Architect
9 6 (7.89%) Business Intelligence Architect
9 6 (7.89%) Lead Architect
9 6 (7.89%) Lead Data Architect
9 6 (7.89%) Senior Data Engineer
10 5 (6.58%) OBIEE Developer
11 4 (5.26%) Business Intelligence Lead
11 4 (5.26%) Data Warehouse Architect
11 4 (5.26%) Pentaho Developer
12 3 (3.95%) Business Architect
12 3 (3.95%) Splunk Engineer
12 3 (3.95%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 3 (3.95%) Regular Expression
1 3 (3.95%) Web Services
Miscellaneous
1 15 (19.74%) Reference Data
2 13 (17.11%) Analytical Skills
3 8 (10.53%) NHS
4 6 (7.89%) Enterprise Software
4 6 (7.89%) Management Information System
5 3 (3.95%) Computer Science
5 3 (3.95%) Linux Command Line
Operating Systems
1 15 (19.74%) Unix
2 3 (3.95%) Linux
2 3 (3.95%) Windows
Processes & Methodologies
1 61 (80.26%) Data Modelling
2 39 (51.32%) Business Intelligence
3 33 (43.42%) Agile Software Development
4 29 (38.16%) Data Architecture
5 20 (26.32%) ETL
6 17 (22.37%) Data Management
7 13 (17.11%) Data Governance
8 11 (14.47%) Data Strategy
9 10 (13.16%) Analytics
9 10 (13.16%) Migration
10 9 (11.84%) Data Analysis
10 9 (11.84%) Open Source
10 9 (11.84%) TOGAF
11 8 (10.53%) Change Management
11 8 (10.53%) Data Visualisation
11 8 (10.53%) Enterprise Architecture
11 8 (10.53%) Project Management
11 8 (10.53%) Visualisation
12 7 (9.21%) Data Security
12 7 (9.21%) Metadata Management
Programming Languages
1 43 (56.58%) SQL
2 24 (31.58%) T-SQL
3 12 (15.79%) Shell Script
4 6 (7.89%) PL/SQL
5 5 (6.58%) Java
5 5 (6.58%) Python
6 3 (3.95%) Bash Shell
7 2 (2.63%) R
8 1 (1.32%) Scala
Qualifications
1 8 (10.53%) Degree
2 6 (7.89%) Security Cleared
3 3 (3.95%) BPSS Clearance
4 1 (1.32%) Master's Degree
Quality Assurance & Compliance
1 32 (42.11%) Data Quality
2 12 (15.79%) QA
3 2 (2.63%) Disclosure Scotland
3 2 (2.63%) HL7
System Software
1 1 (1.32%) Apache Flume
Vendors
1 26 (34.21%) Tableau
2 16 (21.05%) Informatica
3 15 (19.74%) Oracle
4 6 (7.89%) CA
4 6 (7.89%) Microsoft
5 3 (3.95%) IBM
5 3 (3.95%) Splunk
5 3 (3.95%) Talend
6 1 (1.32%) Cloudera
6 1 (1.32%) DataFlux
6 1 (1.32%) Elastic Path
6 1 (1.32%) Hortonworks
6 1 (1.32%) MapR
6 1 (1.32%) Trillium