Period
to 24 November 2017

The following table provides summary statistics for contract job vacancies advertised in Leeds 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 24 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
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 83 127 115
Rank change year-on-year +44 -12 -8
Contract jobs citing Data Integration 53 20 41
As % of all contract IT jobs advertised in Leeds 2.35% 0.76% 1.25%
As % of the Processes & Methodologies category 2.73% 0.87% 1.44%
Number of daily rates quoted 65 12 31
Leeds median daily rate £425 £458 £475
Median daily rate % change year-on-year -7.10% -3.68% +19.50%
10th Percentile £325 £400 £400
90th Percentile £615 £575 £538
West Yorkshire median daily rate £425 £463 £460
% change year-on-year -8.11% +0.54% +31.43%
Number of hourly rates quoted 0 0 0
Leeds median hourly rate - - -
West 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 Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Contract vacancies with a requirement for process or methodology skills 1944 2293 2855
As % of all contract IT jobs advertised in Leeds 86.17% 87.65% 87.18%
Number of daily rates quoted 1390 1547 2002
Leeds median daily rate £410 £400 £380
Median daily rate % change year-on-year +2.50% +5.26% +8.57%
10th Percentile £275 £282 £265
90th Percentile £550 £563 £550
West Yorkshire median daily rate £400 £400 £375
% change year-on-year - +6.67% +7.14%
Number of hourly rates quoted 28 36 67
Leeds median hourly rate £20.50 £13.50 £13.60
Median hourly rate % change year-on-year +51.85% -0.70% +0.70%
10th Percentile £13.58 £10.20 £8.61
90th Percentile £40.00 £31.13 £39.70
West Yorkshire median hourly rate £16.00 £14.50 £15.00
% change year-on-year +10.34% -3.33% +3.45%

Data Integration
Job Vacancy Trend in Leeds

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

Job vacancy trend for Data Integration in Leeds

Data Integration
Contractor Daily Rate Trend in Leeds

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

Contractor daily rate trend for Data Integration in Leeds

Data Integration
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing Data Integration in Leeds over the 6 months to 24 November 2017.

Contractor daily rate histogram for Data Integration in Leeds

For the 6 months to 24 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 Leeds region with a requirement for Data Integration.

1 48 (90.57%) Data Modelling
2 32 (60.38%) SQL
3 26 (49.06%) Business Intelligence
4 25 (47.17%) Agile Software Development
5 24 (45.28%) Tableau
6 23 (43.40%) SQL Server
7 21 (39.62%) SQL Server Integration Services
7 21 (39.62%) Data Quality
8 20 (37.74%) T-SQL
9 18 (33.96%) Data Architecture
10 12 (22.64%) Unix
11 11 (20.75%) Data Warehouse
11 11 (20.75%) Data Management
11 11 (20.75%) Big Data
12 10 (18.87%) Reference Data
12 10 (18.87%) ETL
12 10 (18.87%) Informatica
13 9 (16.98%) Shell Script
13 9 (16.98%) Data Analysis
13 9 (16.98%) QA
13 9 (16.98%) NoSQL
13 9 (16.98%) Relational Database
14 8 (15.09%) Data Governance
15 7 (13.21%) Pentaho
15 7 (13.21%) Analytical Skills
16 6 (11.32%) Mentoring
16 6 (11.32%) Data Reconciliation
16 6 (11.32%) Analytics
16 6 (11.32%) Apache Hive
16 6 (11.32%) MongoDB

Data Integration
Co-occurring IT Skills in Leeds 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 (11.32%) SAS
2 3 (5.66%) Apache Spark
3 1 (1.89%) Apache
Cloud Services
1 4 (7.55%) Amazon AWS
2 3 (5.66%) GitHub
Communications & Networking
1 1 (1.89%) SMS
Database & Business Intelligence
1 23 (43.40%) SQL Server
2 21 (39.62%) SQL Server Integration Services
3 11 (20.75%) Big Data
3 11 (20.75%) Data Warehouse
4 9 (16.98%) NoSQL
4 9 (16.98%) Relational Database
5 7 (13.21%) Pentaho
6 6 (11.32%) Apache Hive
6 6 (11.32%) MongoDB
7 5 (9.43%) HBase
7 5 (9.43%) PostgreSQL
8 4 (7.55%) Data Lake
8 4 (7.55%) Hadoop
9 3 (5.66%) BusinessObjects
9 3 (5.66%) Enterprise Data Warehouse
10 2 (3.77%) SQL Server 2012
11 1 (1.89%) Amazon DynamoDB
11 1 (1.89%) Bigtable
11 1 (1.89%) IBM BigInsights
11 1 (1.89%) MariaDB
Development Applications
1 3 (5.66%) ERwin
1 3 (5.66%) Git (software)
General
1 6 (11.32%) Finance
2 1 (1.89%) Banking
Job Titles
1 25 (47.17%) Developer
2 20 (37.74%) SQL Developer
3 19 (35.85%) Architect
4 16 (30.19%) SSIS Developer
4 16 (30.19%) T-SQL Developer
5 10 (18.87%) Data Architect
6 8 (15.09%) Data Engineer
6 8 (15.09%) Technical Architect
7 6 (11.32%) Senior Data Engineer
8 5 (9.43%) Business Intelligence Architect
9 4 (7.55%) Pentaho Developer
9 4 (7.55%) Solutions Architect
10 3 (5.66%) Business Intelligence Lead
10 3 (5.66%) Data Warehouse Architect
10 3 (5.66%) Lead Architect
10 3 (5.66%) Lead Data Architect
10 3 (5.66%) Splunk Engineer
10 3 (5.66%) SQL Server Developer
11 2 (3.77%) Digital Architect
11 2 (3.77%) PC Engineer
Libraries, Frameworks & Software Standards
1 3 (5.66%) Regular Expression
2 1 (1.89%) Web Services
Miscellaneous
1 10 (18.87%) Reference Data
2 7 (13.21%) Analytical Skills
3 6 (11.32%) NHS
4 3 (5.66%) Enterprise Software
4 3 (5.66%) Linux Command Line
4 3 (5.66%) Management Information System
5 2 (3.77%) Computer Science
Operating Systems
1 12 (22.64%) Unix
2 3 (5.66%) Linux
2 3 (5.66%) Windows
Processes & Methodologies
1 48 (90.57%) Data Modelling
2 26 (49.06%) Business Intelligence
3 25 (47.17%) Agile Software Development
4 18 (33.96%) Data Architecture
5 11 (20.75%) Data Management
6 10 (18.87%) ETL
7 9 (16.98%) Data Analysis
8 8 (15.09%) Data Governance
9 6 (11.32%) Analytics
9 6 (11.32%) Collaborative Working
9 6 (11.32%) Continuous Improvement
9 6 (11.32%) Data Engineering
9 6 (11.32%) Data Reconciliation
9 6 (11.32%) Data Strategy
9 6 (11.32%) Mentoring
9 6 (11.32%) TOGAF
10 5 (9.43%) Change Management
10 5 (9.43%) Open Source
10 5 (9.43%) Project Management
11 4 (7.55%) Visualisation
Programming Languages
1 32 (60.38%) SQL
2 20 (37.74%) T-SQL
3 9 (16.98%) Shell Script
4 6 (11.32%) PL/SQL
5 5 (9.43%) Java
5 5 (9.43%) Python
6 3 (5.66%) Bash Shell
7 2 (3.77%) R
8 1 (1.89%) Scala
Qualifications
1 6 (11.32%) Degree
2 4 (7.55%) Security Cleared
3 1 (1.89%) BPSS Clearance
3 1 (1.89%) Master's Degree
Quality Assurance & Compliance
1 21 (39.62%) Data Quality
2 9 (16.98%) QA
3 1 (1.89%) Disclosure Scotland
3 1 (1.89%) HL7
System Software
1 1 (1.89%) Apache Flume
Vendors
1 24 (45.28%) Tableau
2 10 (18.87%) Informatica
3 4 (7.55%) Oracle
4 3 (5.66%) CA
4 3 (5.66%) Splunk
5 2 (3.77%) Microsoft
6 1 (1.89%) Cloudera
6 1 (1.89%) DataFlux
6 1 (1.89%) Elastic Path
6 1 (1.89%) Hortonworks
6 1 (1.89%) MapR
6 1 (1.89%) Trillium