Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies with a requirement for Data Mart skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Mart over the 6 months to 18 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 Mart
UK
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 821 767 717
Rank change year-on-year -54 -50 -4
Contract jobs citing Data Mart 68 119 187
As % of all contract IT jobs advertised in the UK 0.067% 0.11% 0.16%
As % of the Database & Business Intelligence category 0.30% 0.50% 0.70%
Number of daily rates quoted 48 73 112
UK median daily rate £450 £475 £425
Median daily rate % change year-on-year -5.26% +11.76% -
10th Percentile £325 £281 £305
90th Percentile £604 £735 £673
UK excluding London median daily rate £450 £390 £375
% change year-on-year +15.38% +4.00% -
Number of hourly rates quoted 2 0 0
UK median hourly rate £59.00 - -
UK excluding London median hourly rate £59.00 - -

Data Mart is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Contract vacancies with a requirement for database or business intelligence skills 22546 23891 26754
As % of all contract IT jobs advertised in the UK 22.08% 22.61% 23.28%
Number of daily rates quoted 15400 15864 17620
UK median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% +1.27%
10th Percentile £310 £285 £269
90th Percentile £625 £600 £575
UK excluding London median daily rate £400 £376 £375
% change year-on-year +6.45% +0.20% +7.14%
Number of hourly rates quoted 285 369 402
UK median hourly rate £31.15 £28.18 £29.00
Median hourly rate % change year-on-year +10.54% -2.83% +19.59%
10th Percentile £14.00 £10.00 £12.00
90th Percentile £58.00 £52.03 £52.47
UK excluding London median hourly rate £35.00 £28.18 £30.00
% change year-on-year +24.20% -6.07% +33.33%

Data Mart
Job Vacancy Trend

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

Job vacancy trend for Data Mart in the UK

Data Mart
Contractor Daily Rate Trend

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

Contractor daily rate trend for Data Mart in the UK

Data Mart
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Data Mart over the 6 months to 18 November 2017.

Contractor daily rate histogram for Data Mart in the UK

Data Mart
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for Data Mart in the UK

Data Mart
Contractor Hourly Rate Histogram

The hourly rate distribution of IT jobs citing Data Mart over the 6 months to 18 November 2017.

Contractor hourly rate histogram for Data Mart in the UK

Data Mart
Top 12 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Mart within the UK over the 6 months to 18 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 -8 67 £450 -5.26% 1
London -26 38 £450 -14.29% 1
UK excluding London +2 30 £450 +15.38%
South East +11 16 £463 +18.97%
North of England +54 7 £338 -32.50%
North West +19 6 £338 -32.50%
West Midlands +33 3 £425 +6.25%
Midlands +21 3 £425 +6.25%
East of England -26 2 £225 -21.74%
Yorkshire +20 1 - -
South West +7 1 - -
Wales - 1 £550 -

For the 6 months to 18 November 2017, IT contractor jobs citing Data Mart 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 Mart.

1 42 (61.76%) SQL
2 38 (55.88%) Data Warehouse
3 35 (51.47%) Business Intelligence
4 28 (41.18%) Oracle
5 24 (35.29%) SQL Server
5 24 (35.29%) ETL
6 22 (32.35%) Agile Software Development
6 22 (32.35%) SQL Server Reporting Services
6 22 (32.35%) SQL Server Integration Services
7 19 (27.94%) SQL Server Analysis Services
7 19 (27.94%) Finance
7 19 (27.94%) Microsoft
8 17 (25.00%) Data Modelling
9 15 (22.06%) T-SQL
10 13 (19.12%) Tableau
10 13 (19.12%) Analytics
10 13 (19.12%) Analytical Skills
11 12 (17.65%) Kimball Methodology
11 12 (17.65%) Data Integration
11 12 (17.65%) Informatica
12 11 (16.18%) MDX
12 11 (16.18%) SDLC
13 10 (14.71%) Data Quality
13 10 (14.71%) BusinessObjects
13 10 (14.71%) Murex
13 10 (14.71%) PL/SQL
14 9 (13.24%) Data Mining
14 9 (13.24%) ETL Development
14 9 (13.24%) Microsoft Analysis Services
15 7 (10.29%) SAS

Data Mart
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 7 (10.29%) SAS
2 2 (2.94%) ArcGIS
3 1 (1.47%) Apache Spark
3 1 (1.47%) Oracle SOA Suite
3 1 (1.47%) SharePoint
Applications
1 1 (1.47%) Microsoft Excel
1 1 (1.47%) Microsoft Project
1 1 (1.47%) Spreadsheet
Business Applications
1 3 (4.41%) Eagle PACE
2 1 (1.47%) Oracle EBS
2 1 (1.47%) Oracle EBS R12
2 1 (1.47%) Oracle HRMS
Cloud Services
1 1 (1.47%) Adobe Analytics
1 1 (1.47%) Microsoft Azure
Database & Business Intelligence
1 38 (55.88%) Data Warehouse
2 24 (35.29%) SQL Server
3 22 (32.35%) SQL Server Integration Services
3 22 (32.35%) SQL Server Reporting Services
4 19 (27.94%) SQL Server Analysis Services
5 10 (14.71%) BusinessObjects
6 9 (13.24%) Data Mining
6 9 (13.24%) Microsoft Analysis Services
7 7 (10.29%) QlikView
8 6 (8.82%) NoSQL
9 5 (7.35%) SQL Server 2012
9 5 (7.35%) SQL Server 2014
10 4 (5.88%) Crystal Reports
10 4 (5.88%) Essbase
10 4 (5.88%) Power BI
10 4 (5.88%) RDBMS
10 4 (5.88%) Relational Database
11 3 (4.41%) Oracle ODI
11 3 (4.41%) Oracle Reports
11 3 (4.41%) PowerCenter
Development Applications
1 7 (10.29%) Talend Open Studio
2 4 (5.88%) Visual Studio
3 3 (4.41%) WiX
4 1 (1.47%) Git (software)
4 1 (1.47%) Toad
General
1 19 (27.94%) Finance
2 5 (7.35%) Banking
3 4 (5.88%) Front Office
4 3 (4.41%) Financial Institution
5 2 (2.94%) Marketing
6 1 (1.47%) Pharmaceutical
Job Titles
1 41 (60.29%) Developer
2 13 (19.12%) Business Intelligence Developer
3 12 (17.65%) Analyst
4 8 (11.76%) Consultant
4 8 (11.76%) ETL Developer
4 8 (11.76%) SQL Developer
5 7 (10.29%) Murex Developer
5 7 (10.29%) SSAS Developer
6 6 (8.82%) Business Analyst
6 6 (8.82%) Data Mart Developer
7 5 (7.35%) SAS Developer
7 5 (7.35%) Senior Developer
8 4 (5.88%) Integration Developer
8 4 (5.88%) Report Developer
8 4 (5.88%) SQL Analyst
8 4 (5.88%) SQL BI Developer
9 3 (4.41%) Data Business Analyst
9 3 (4.41%) QlikView Analyst
9 3 (4.41%) Senior Murex Developer
9 3 (4.41%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 11 (16.18%) MDX
2 5 (7.35%) .NET
2 5 (7.35%) Murex MxML
3 3 (4.41%) WCF
3 3 (4.41%) XSLT
4 2 (2.94%) SOAP
4 2 (2.94%) XML
5 1 (1.47%) FpML
5 1 (1.47%) J2EE
Miscellaneous
1 13 (19.12%) Analytical Skills
2 2 (2.94%) BBC
2 2 (2.94%) Derivative
2 2 (2.94%) OTC Derivatives
3 1 (1.47%) Credit Risk
3 1 (1.47%) Foreign Exchange (FX)
3 1 (1.47%) Greenfield Project
3 1 (1.47%) Virtual Team
Operating Systems
1 4 (5.88%) Windows
2 3 (4.41%) Linux
2 3 (4.41%) Unix
Processes & Methodologies
1 35 (51.47%) Business Intelligence
2 24 (35.29%) ETL
3 22 (32.35%) Agile Software Development
4 17 (25.00%) Data Modelling
5 13 (19.12%) Analytics
6 12 (17.65%) Data Integration
6 12 (17.65%) Kimball Methodology
7 11 (16.18%) SDLC
8 9 (13.24%) ETL Development
9 6 (8.82%) Business Analysis
10 4 (5.88%) Coaching
10 4 (5.88%) Data Cleansing
10 4 (5.88%) Data Deduplication
10 4 (5.88%) Data Protection
10 4 (5.88%) Performance Metrics
10 4 (5.88%) Performance Monitoring
10 4 (5.88%) Performance Tuning
10 4 (5.88%) Web Application Development
11 3 (4.41%) Corporate Information Factory
11 3 (4.41%) Data Analytics
Programming Languages
1 42 (61.76%) SQL
2 15 (22.06%) T-SQL
3 10 (14.71%) PL/SQL
4 4 (5.88%) C#
5 3 (4.41%) Java
5 3 (4.41%) PowerShell
6 2 (2.94%) Data Mining Extensions (DMX)
6 2 (2.94%) Shell Script
7 1 (1.47%) Data Analysis Expressions (DAX)
7 1 (1.47%) Python
7 1 (1.47%) VBA
Qualifications
1 4 (5.88%) MCITP
1 4 (5.88%) MCTS
1 4 (5.88%) Microsoft Certification
2 2 (2.94%) SC Cleared
2 2 (2.94%) Security Cleared
3 1 (1.47%) ISEB
3 1 (1.47%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 10 (14.71%) Data Quality
2 4 (5.88%) GDPR
2 4 (5.88%) QA
Systems Management
1 4 (5.88%) Control-M
2 2 (2.94%) Oracle EDQ
3 1 (1.47%) HP Quality Center
3 1 (1.47%) Oozie
Vendors
1 28 (41.18%) Oracle
2 19 (27.94%) Microsoft
3 13 (19.12%) Tableau
4 12 (17.65%) Informatica
5 10 (14.71%) Murex
6 7 (10.29%) Talend
7 4 (5.88%) Cognos
7 4 (5.88%) Hyperion
7 4 (5.88%) MicroStrategy
7 4 (5.88%) Netezza
7 4 (5.88%) RedGate
7 4 (5.88%) SAP
7 4 (5.88%) Vertica
8 3 (4.41%) IBM
8 3 (4.41%) Salesforce.com
9 2 (2.94%) BMC
9 2 (2.94%) ESRI
9 2 (2.94%) OpenText
9 2 (2.94%) Syncsort
9 2 (2.94%) Teradata