Period
to 23 September 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 23 September 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
23 Sep 2017
Same period 2016 Same period 2015
Rank 754 768 725
Rank change year-on-year +14 -43 -46
Contract jobs citing Data Mart 96 115 176
As % of all contract IT jobs advertised in the UK 0.098% 0.11% 0.15%
As % of the Database & Business Intelligence category 0.44% 0.48% 0.66%
Number of daily rates quoted 64 75 111
UK median daily rate £488 £500 £385
Median daily rate % change year-on-year -2.50% +29.87% -14.44%
10th Percentile £365 £281 £300
90th Percentile £771 £750 £638
UK excluding London median daily rate £469 £383 £369
% change year-on-year +22.55% +3.73% -1.67%
Number of hourly rates quoted 3 0 0
UK median hourly rate £62.50 - -
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 21955 23916 26561
As % of all contract IT jobs advertised in the UK 22.42% 22.26% 23.23%
Number of daily rates quoted 14657 16004 17472
UK median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% +3.23%
10th Percentile £305 £281 £263
90th Percentile £625 £599 £575
UK excluding London median daily rate £400 £375 £375
% change year-on-year +6.67% - +7.14%
Number of hourly rates quoted 276 389 389
UK median hourly rate £29.81 £29.53 £29.50
Median hourly rate % change year-on-year +0.97% +0.08% +7.27%
10th Percentile £12.44 £11.25 £13.70
90th Percentile £53.75 £48.45 £52.23
UK excluding London median hourly rate £31.00 £28.50 £29.75
% change year-on-year +8.77% -4.20% +19.00%

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 23 September 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 23 September 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 23 September 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 +19 94 £488 -2.50% 4
London +7 62 £525 -8.70% 3
UK excluding London +32 34 £469 +22.55% 1
South East +34 20 £469 +22.55% 1
West Midlands +42 5 £438 +12.90%
Midlands +26 5 £438 +9.38%
North of England +61 4 £550 +10.00%
North West +27 4 £550 +10.00%
East of England -13 2 £225 -21.74%
Scotland +19 1 £450 -10.00%
South West +12 1 - -
Wales - 1 £550 -

For the 6 months to 23 September 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 49 (51.04%) SQL
2 42 (43.75%) Data Warehouse
3 37 (38.54%) Business Intelligence
4 33 (34.38%) Finance
5 32 (33.33%) Murex
6 30 (31.25%) Oracle
7 29 (30.21%) Data Modelling
8 27 (28.13%) ETL
9 26 (27.08%) Agile Software Development
9 26 (27.08%) Murex MxML
10 24 (25.00%) SQL Server Reporting Services
10 24 (25.00%) SQL Server Integration Services
10 24 (25.00%) SQL Server
11 23 (23.96%) Microsoft
12 21 (21.88%) SQL Server Analysis Services
13 18 (18.75%) Analytical Skills
14 16 (16.67%) Unix
15 15 (15.63%) Sybase
15 15 (15.63%) T-SQL
15 15 (15.63%) MDX
15 15 (15.63%) Analytics
16 14 (14.58%) Tableau
17 13 (13.54%) Java
17 13 (13.54%) Informatica
17 13 (13.54%) Front Office
18 12 (12.50%) Banking
18 12 (12.50%) Data Quality
18 12 (12.50%) Data Integration
19 11 (11.46%) SDLC
20 10 (10.42%) Talend

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 (7.29%) SAS
2 2 (2.08%) ArcGIS
3 1 (1.04%) Apache Spark
3 1 (1.04%) Oracle SOA Suite
3 1 (1.04%) SharePoint
Applications
1 2 (2.08%) Microsoft Excel
2 1 (1.04%) Spreadsheet
Business Applications
1 3 (3.13%) Eagle PACE
1 3 (3.13%) Loan IQ
2 1 (1.04%) Cognos Business Intelligence
2 1 (1.04%) Oracle EBS
2 1 (1.04%) Oracle EBS R12
2 1 (1.04%) Oracle General Ledger
2 1 (1.04%) Oracle HRMS
2 1 (1.04%) Oracle Payables
2 1 (1.04%) Oracle Receivables
Cloud Services
1 3 (3.13%) Amazon AWS
2 2 (2.08%) Microsoft Azure
3 1 (1.04%) Adobe Analytics
3 1 (1.04%) Google Cloud Platform
3 1 (1.04%) Office 365
Database & Business Intelligence
1 42 (43.75%) Data Warehouse
2 24 (25.00%) SQL Server
2 24 (25.00%) SQL Server Integration Services
2 24 (25.00%) SQL Server Reporting Services
3 21 (21.88%) SQL Server Analysis Services
4 10 (10.42%) BusinessObjects
5 9 (9.38%) Data Mining
5 9 (9.38%) Microsoft Analysis Services
6 7 (7.29%) SQL Server 2012
7 6 (6.25%) Essbase
7 6 (6.25%) NoSQL
7 6 (6.25%) QlikView
7 6 (6.25%) Relational Database
8 5 (5.21%) OLAP
8 5 (5.21%) Oracle BI EE
8 5 (5.21%) Oracle Database
8 5 (5.21%) Oracle ODI
8 5 (5.21%) Power BI
8 5 (5.21%) RDBMS
8 5 (5.21%) SQL Server 2014
Development Applications
1 10 (10.42%) Talend Open Studio
2 5 (5.21%) Visual Studio
3 4 (4.17%) WiX
4 3 (3.13%) ERwin
5 1 (1.04%) Git (software)
5 1 (1.04%) JIRA
5 1 (1.04%) JUnit
5 1 (1.04%) Team Foundation Server
5 1 (1.04%) Toad
General
1 33 (34.38%) Finance
2 13 (13.54%) Front Office
3 12 (12.50%) Banking
4 5 (5.21%) Financial Institution
5 4 (4.17%) Investment Banking
6 2 (2.08%) Back Office
6 2 (2.08%) Legal
6 2 (2.08%) Marketing
6 2 (2.08%) Pharmaceutical
7 1 (1.04%) Advertising
7 1 (1.04%) Retail
Job Titles
1 54 (56.25%) Developer
2 19 (19.79%) Analyst
3 16 (16.67%) Murex Developer
4 15 (15.63%) Business Intelligence Developer
5 11 (11.46%) Murex Analyst
6 10 (10.42%) Business Analyst
6 10 (10.42%) Consultant
7 8 (8.33%) Data Mart Developer
7 8 (8.33%) Senior Developer
7 8 (8.33%) SQL Developer
8 7 (7.29%) SSAS Developer
9 6 (6.25%) ETL Developer
9 6 (6.25%) Murex Business Analyst
10 5 (5.21%) FX Support Analyst
10 5 (5.21%) Murex Support
10 5 (5.21%) Murex Support Analyst
10 5 (5.21%) SAS Developer
10 5 (5.21%) SQL BI Developer
10 5 (5.21%) Support Analyst
11 4 (4.17%) Murex MxML Developer
Libraries, Frameworks & Software Standards
1 26 (27.08%) Murex MxML
2 15 (15.63%) MDX
3 10 (10.42%) XSLT
4 8 (8.33%) XML
5 7 (7.29%) Middleware
6 6 (6.25%) .NET
7 4 (4.17%) Murex Flex
7 4 (4.17%) WCF
8 1 (1.04%) FpML
8 1 (1.04%) J2EE
8 1 (1.04%) Spring
8 1 (1.04%) XSL
Miscellaneous
1 18 (18.75%) Analytical Skills
2 10 (10.42%) Foreign Exchange (FX)
3 9 (9.38%) Derivative
4 5 (5.21%) Fixed Income
4 5 (5.21%) Interest Rate Derivative
5 1 (1.04%) BBC
5 1 (1.04%) Computer Science
5 1 (1.04%) Credit Risk
5 1 (1.04%) DTCC
5 1 (1.04%) Equities
5 1 (1.04%) Greenfield Project
5 1 (1.04%) Management Information System
5 1 (1.04%) User Experience
Operating Systems
1 16 (16.67%) Unix
2 5 (5.21%) Windows
3 3 (3.13%) Linux
Processes & Methodologies
1 37 (38.54%) Business Intelligence
2 29 (30.21%) Data Modelling
3 27 (28.13%) ETL
4 26 (27.08%) Agile Software Development
5 15 (15.63%) Analytics
6 12 (12.50%) Data Integration
7 11 (11.46%) SDLC
8 9 (9.38%) Kimball Methodology
8 9 (9.38%) Workflow
9 8 (8.33%) Regression Testing
10 7 (7.29%) ETL Development
10 7 (7.29%) Performance Monitoring
11 6 (6.25%) Business Analysis
12 5 (5.21%) Performance Tuning
12 5 (5.21%) Stakeholder Management
12 5 (5.21%) Web Application Development
13 4 (4.17%) Data Cleansing
13 4 (4.17%) Data Protection
13 4 (4.17%) Project Governance
13 4 (4.17%) Waterfall
Programming Languages
1 49 (51.04%) SQL
2 15 (15.63%) T-SQL
3 13 (13.54%) Java
4 8 (8.33%) PL/SQL
5 5 (5.21%) C#
5 5 (5.21%) Perl
6 4 (4.17%) PowerShell
7 2 (2.08%) Data Analysis Expressions (DAX)
7 2 (2.08%) Data Mining Extensions (DMX)
8 1 (1.04%) Bash Shell
8 1 (1.04%) C
8 1 (1.04%) Korn
8 1 (1.04%) Python
8 1 (1.04%) R
8 1 (1.04%) Shell Script
8 1 (1.04%) VBA
Qualifications
1 5 (5.21%) MCITP
1 5 (5.21%) MCTS
1 5 (5.21%) Microsoft Certification
2 2 (2.08%) Degree
2 2 (2.08%) SC Cleared
2 2 (2.08%) Security Cleared
3 1 (1.04%) Computer Science Degree
3 1 (1.04%) DBS Check
3 1 (1.04%) Master's Degree
3 1 (1.04%) Numerate Degree
Quality Assurance & Compliance
1 12 (12.50%) Data Quality
2 5 (5.21%) QA
3 4 (4.17%) GDPR
4 1 (1.04%) Disclosure Scotland
Systems Management
1 2 (2.08%) Oracle EDQ
2 1 (1.04%) Control-M
2 1 (1.04%) HP Quality Center
2 1 (1.04%) Oozie
Vendors
1 32 (33.33%) Murex
2 30 (31.25%) Oracle
3 23 (23.96%) Microsoft
4 15 (15.63%) Sybase
5 14 (14.58%) Tableau
6 13 (13.54%) Informatica
7 10 (10.42%) Talend
8 6 (6.25%) Hyperion
9 5 (5.21%) RedGate
9 5 (5.21%) SAP
10 4 (4.17%) IBM
10 4 (4.17%) MicroStrategy
10 4 (4.17%) Netezza
10 4 (4.17%) Vertica
11 3 (3.13%) Cognos
11 3 (3.13%) Salesforce.com
11 3 (3.13%) Teradata
12 2 (2.08%) ESRI
12 2 (2.08%) OpenText
12 2 (2.08%) Syncsort