Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in West 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 23 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
Yorkshire > West Yorkshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 100 144 127
Rank change year-on-year +44 -17 -13
Contract jobs citing Data Integration 59 22 54
As % of all contract IT jobs advertised in West Yorkshire 1.94% 0.61% 1.22%
As % of the Processes & Methodologies category 2.28% 0.71% 1.44%
Number of daily rates quoted 69 14 44
West Yorkshire median daily rate £425 £463 £460
Median daily rate % change year-on-year -8.11% +0.54% +31.43%
10th Percentile £325 £400 £385
90th Percentile £615 £575 £538
Yorkshire median daily rate £425 £475 £475
% change year-on-year -10.53% - +35.71%
Number of hourly rates quoted 0 0 0
West Yorkshire median hourly rate - - -
Yorkshire median hourly rate - - -

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 West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Contract vacancies with a requirement for process or methodology skills 2584 3105 3759
As % of all contract IT jobs advertised in West Yorkshire 84.86% 86.25% 85.06%
Number of daily rates quoted 1780 2037 2588
West Yorkshire median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +7.14%
10th Percentile £263 £269 £263
90th Percentile £545 £550 £538
Yorkshire median daily rate £400 £400 £375
% change year-on-year - +6.67% +7.14%
Number of hourly rates quoted 68 62 109
West Yorkshire median hourly rate £16.00 £14.50 £15.00
Median hourly rate % change year-on-year +10.34% -3.33% +3.45%
10th Percentile £9.64 £10.23 £9.25
90th Percentile £40.00 £29.50 £40.50
Yorkshire median hourly rate £16.00 £14.87 £14.50
% change year-on-year +7.64% +2.52% -

Data Integration
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Data Integration in West Yorkshire

Data Integration
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for Data Integration in West Yorkshire

Data Integration
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing Data Integration in West Yorkshire over the 6 months to 23 November 2017.

Contractor daily rate histogram for Data Integration in West Yorkshire

Data Integration
Contract Job Locations in West 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 West Yorkshire region over the 6 months to 23 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
Leeds +48 54 £425 -7.10% 1
Wakefield - 1 £400 -
Data Integration
Yorkshire

For the 6 months to 23 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 West Yorkshire region with a requirement for Data Integration.

1 53 (89.83%) Data Modelling
2 33 (55.93%) SQL
3 28 (47.46%) Business Intelligence
4 26 (44.07%) Agile Software Development
5 24 (40.68%) SQL Server
5 24 (40.68%) Tableau
5 24 (40.68%) Data Quality
6 21 (35.59%) Data Architecture
6 21 (35.59%) T-SQL
6 21 (35.59%) SQL Server Integration Services
7 13 (22.03%) Data Management
7 13 (22.03%) Data Warehouse
8 12 (20.34%) Unix
8 12 (20.34%) ETL
8 12 (20.34%) Informatica
9 11 (18.64%) Reference Data
9 11 (18.64%) NoSQL
9 11 (18.64%) Big Data
9 11 (18.64%) Relational Database
10 10 (16.95%) Analytical Skills
10 10 (16.95%) Data Governance
11 9 (15.25%) QA
11 9 (15.25%) Pentaho
11 9 (15.25%) Shell Script
11 9 (15.25%) Data Analysis
12 8 (13.56%) MongoDB
13 7 (11.86%) Data Strategy
14 6 (10.17%) Collaborative Working
14 6 (10.17%) Mentoring
14 6 (10.17%) Data Reconciliation

Data Integration
Co-occurring IT Skills in West 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 6 (10.17%) SAS
2 3 (5.08%) Apache Spark
3 1 (1.69%) Apache
Business Applications
1 1 (1.69%) Dynamics CRM
Cloud Services
1 6 (10.17%) Amazon AWS
2 3 (5.08%) GitHub
3 2 (3.39%) Microsoft Azure
4 1 (1.69%) Dynamics 365
Communications & Networking
1 1 (1.69%) SMS
Database & Business Intelligence
1 24 (40.68%) SQL Server
2 21 (35.59%) SQL Server Integration Services
3 13 (22.03%) Data Warehouse
4 11 (18.64%) Big Data
4 11 (18.64%) NoSQL
4 11 (18.64%) Relational Database
5 9 (15.25%) Pentaho
6 8 (13.56%) MongoDB
7 6 (10.17%) Apache Hive
8 5 (8.47%) HBase
8 5 (8.47%) PostgreSQL
9 4 (6.78%) Data Lake
9 4 (6.78%) Hadoop
10 3 (5.08%) BusinessObjects
10 3 (5.08%) Enterprise Data Warehouse
10 3 (5.08%) Power BI
11 2 (3.39%) Data Mining
11 2 (3.39%) OLAP
11 2 (3.39%) OLAP Cube
11 2 (3.39%) SQL Server Analysis Services
Development Applications
1 3 (5.08%) ERwin
1 3 (5.08%) Git (software)
2 2 (3.39%) Talend Open Studio
General
1 6 (10.17%) Finance
2 1 (1.69%) Banking
Job Titles
1 25 (42.37%) Developer
2 24 (40.68%) Architect
3 20 (33.90%) SQL Developer
4 16 (27.12%) SSIS Developer
4 16 (27.12%) T-SQL Developer
5 14 (23.73%) Data Architect
6 9 (15.25%) Technical Architect
7 8 (13.56%) Data Engineer
8 6 (10.17%) Senior Data Engineer
8 6 (10.17%) Solutions Architect
9 5 (8.47%) Business Intelligence Architect
10 4 (6.78%) Pentaho Developer
11 3 (5.08%) Business Intelligence Lead
11 3 (5.08%) Data Warehouse Architect
11 3 (5.08%) Lead Architect
11 3 (5.08%) Lead Data Architect
11 3 (5.08%) Splunk Engineer
11 3 (5.08%) SQL Server Developer
12 2 (3.39%) ETL Developer
12 2 (3.39%) Integration Engineer
Libraries, Frameworks & Software Standards
1 3 (5.08%) Regular Expression
1 3 (5.08%) Web Services
Miscellaneous
1 11 (18.64%) Reference Data
2 10 (16.95%) Analytical Skills
3 6 (10.17%) NHS
4 3 (5.08%) Enterprise Software
4 3 (5.08%) Linux Command Line
4 3 (5.08%) Management Information System
5 2 (3.39%) Computer Science
Operating Systems
1 12 (20.34%) Unix
2 3 (5.08%) Linux
2 3 (5.08%) Windows
Processes & Methodologies
1 53 (89.83%) Data Modelling
2 28 (47.46%) Business Intelligence
3 26 (44.07%) Agile Software Development
4 21 (35.59%) Data Architecture
5 13 (22.03%) Data Management
6 12 (20.34%) ETL
7 10 (16.95%) Data Governance
8 9 (15.25%) Data Analysis
9 7 (11.86%) Data Strategy
10 6 (10.17%) Analytics
10 6 (10.17%) Collaborative Working
10 6 (10.17%) Continuous Improvement
10 6 (10.17%) Data Engineering
10 6 (10.17%) Data Reconciliation
10 6 (10.17%) Mentoring
10 6 (10.17%) Open Source
10 6 (10.17%) TOGAF
11 5 (8.47%) Change Management
11 5 (8.47%) Enterprise Architecture
11 5 (8.47%) Project Management
Programming Languages
1 33 (55.93%) SQL
2 21 (35.59%) T-SQL
3 9 (15.25%) Shell Script
4 6 (10.17%) PL/SQL
5 5 (8.47%) Java
5 5 (8.47%) Python
6 3 (5.08%) Bash Shell
7 2 (3.39%) R
8 1 (1.69%) Scala
Qualifications
1 6 (10.17%) Degree
2 4 (6.78%) Security Cleared
3 1 (1.69%) BPSS Clearance
3 1 (1.69%) Master's Degree
Quality Assurance & Compliance
1 24 (40.68%) Data Quality
2 9 (15.25%) QA
3 1 (1.69%) Disclosure Scotland
3 1 (1.69%) HL7
System Software
1 1 (1.69%) Apache Flume
Vendors
1 24 (40.68%) Tableau
2 12 (20.34%) Informatica
3 5 (8.47%) Microsoft
4 4 (6.78%) Oracle
5 3 (5.08%) CA
5 3 (5.08%) Splunk
6 2 (3.39%) IBM
6 2 (3.39%) Talend
7 1 (1.69%) Cloudera
7 1 (1.69%) DataFlux
7 1 (1.69%) Elastic Path
7 1 (1.69%) Hortonworks
7 1 (1.69%) MapR
7 1 (1.69%) Trillium