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 3 months to 30 March 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
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 535 547 562
Rank change year-on-year +12 +15  
Contract jobs citing Data Mart 65 93 63
As % of all contract IT jobs advertised in the UK 0.14% 0.17% 0.12%
As % of the Database & Business Intelligence category 0.63% 0.78% 0.53%
Number of daily rates quoted 34 64 32
Median daily rate £481 £500 £425
Median daily rate % change year-on-year -3.75% +17.64%  
90% offered a daily rate of more than £400 £300 £294
10% offered a daily rate of more than £700 £750 £548
UK excluding London median daily rate £450 £488 £413
% change year-on-year -7.69% +18.03%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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

Contract Database & Business Intelligence Skills
UK
Contract job vacancies with a requirement for database and business intelligence skills 10344 11994 11996
As % of all contract IT job vacancies advertised in the UK 22.72% 22.16% 22.34%
Number of daily rates quoted 7008 8058 7695
Median daily rate £438 £425 £400
Median daily rate % change year-on-year +2.94% +6.25%  
90% offered a daily rate of more than £300 £300 £275
10% offered a daily rate of more than £600 £600 £550
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 128 183 158
Median hourly rate £35.00 £32.50 £32.10
Median hourly rate % change year-on-year +7.69% +1.24%  
90% offered a hourly rate of more than £12.00 £14.50 £15.03
10% offered a hourly rate of more than £47.00 £60.62 £47.50
UK excluding London median hourly rate £35.00 £32.50 £32.50
% change year-on-year +7.69% -  

Data Mart
Job Vacancy Trend

The job posting trend of jobs advertised citing Data Mart as a proportion of all contract or permanent IT jobs with a match in the Database & Business Intelligence category.

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 3 months to 30 March 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
Top 23 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 3 months to 30 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +19 61 £494 -1.25% 13
London +14 44 £525 +5.00% 9
City of London +12 10 £475 -34.48% 1
West Midlands +18 7 £413 -25.00% 2
Scotland +24 4 £450 -10.00%
Edinburgh +19 4 £450 -10.00%
South East +16 4 £488 +14.70%
Birmingham +7 4 £406 +1.56%
North West - 4 £550 - 2
Hampshire +14 2 £488 +77.27%
South West 0 2 - -
Berkshire - 2 - -
Wiltshire - 2 - -
Coventry - 2 - -
Havant - 2 £488 -
Swindon - 2 - -
Cheshire - 2 £550 -
Warwickshire 0 1 £450 -20.00%
Uxbridge - 1 - -
Merseyside - 1 - -
Manchester - 1 - - 2
Atherstone - 1 £450 -
Macclesfield - 1 £550 -

For the 6 months to 30 March 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 72 (56.69%) SQL
2 69 (54.33%) Finance
3 49 (38.58%) ETL
4 43 (33.86%) Data Modelling
4 43 (33.86%) Oracle
5 39 (30.71%) Murex
6 37 (29.13%) Data Warehouse
7 30 (23.62%) Banking
8 29 (22.83%) Murex MxML
8 29 (22.83%) Business Intelligence
9 25 (19.69%) SQL Server
9 25 (19.69%) Unix
9 25 (19.69%) Agile Software Development
10 21 (16.54%) Foreign Exchange (FX)
10 21 (16.54%) Analytical Skills
11 20 (15.75%) XML
11 20 (15.75%) Sybase
11 20 (15.75%) SQL Server Integration Services
12 19 (14.96%) Derivative
12 19 (14.96%) Front Office
13 17 (13.39%) Perl
14 16 (12.60%) Microsoft
14 16 (12.60%) MS Excel
14 16 (12.60%) Performance Tuning
15 15 (11.81%) Oracle BI EE
16 14 (11.02%) Interest Rate Derivative
16 14 (11.02%) .NET
16 14 (11.02%) Fixed Income
17 13 (10.24%) Talend
17 13 (10.24%) Degree

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 8 (6.30%) SAS
2 3 (2.36%) Apache
2 3 (2.36%) Apache Spark
3 2 (1.57%) SharePoint
4 1 (0.79%) Oracle SOA Suite
4 1 (0.79%) Oracle Workflow
Applications
1 16 (12.60%) MS Excel
2 1 (0.79%) MS Office
2 1 (0.79%) MS Visio
Business Applications
1 7 (5.51%) Oracle Financials
2 4 (3.15%) Salesforce.com CRM
3 2 (1.57%) Cognos Business Intelligence
3 2 (1.57%) Eagle PACE
3 2 (1.57%) Oracle EBS
4 1 (0.79%) Oracle ERP
4 1 (0.79%) Sage 200
Cloud Services
1 10 (7.87%) Amazon AWS
Communications & Networking
1 2 (1.57%) Network Security
Database & Business Intelligence
1 37 (29.13%) Data Warehouse
2 25 (19.69%) SQL Server
3 20 (15.75%) SQL Server Integration Services
4 15 (11.81%) Oracle BI EE
5 12 (9.45%) SQL Server Reporting Services
5 12 (9.45%) Star Schema
6 10 (7.87%) Amazon Redshift
6 10 (7.87%) OLAP
6 10 (7.87%) SQL Server 2008
7 9 (7.09%) Oracle Database
7 9 (7.09%) Oracle OLAP
7 9 (7.09%) SQL Server Analysis Services
8 8 (6.30%) BusinessObjects XI
8 8 (6.30%) Relational Database
9 7 (5.51%) Essbase
9 7 (5.51%) OLTP
9 7 (5.51%) Oracle Reports
10 6 (4.72%) BusinessObjects
10 6 (4.72%) Oracle ODI
11 5 (3.94%) SQL Server 2014
Development Applications
1 13 (10.24%) Talend Open Studio
2 9 (7.09%) ERwin
3 6 (4.72%) Git (software)
3 6 (4.72%) Subversion
4 3 (2.36%) Visual Studio
5 2 (1.57%) WiX
General
1 69 (54.33%) Finance
2 30 (23.62%) Banking
3 19 (14.96%) Front Office
4 8 (6.30%) Back Office
5 6 (4.72%) Investment Banking
5 6 (4.72%) Retail
6 4 (3.15%) Financial Institution
6 4 (3.15%) Spanish Language
6 4 (3.15%) Telecoms
7 2 (1.57%) Legal
7 2 (1.57%) Pharmaceutical
8 1 (0.79%) Advertising
8 1 (0.79%) Electronics
8 1 (0.79%) Local Government
8 1 (0.79%) Manufacturing
Job Titles
1 60 (47.24%) Developer
2 26 (20.47%) Analyst
3 23 (18.11%) Murex Analyst
4 19 (14.96%) Architect
5 14 (11.02%) FX Support Analyst
5 14 (11.02%) Murex Developer
5 14 (11.02%) Murex Support
5 14 (11.02%) Murex Support Analyst
5 14 (11.02%) SQL Developer
5 14 (11.02%) Support Analyst
6 11 (8.66%) Data Architect
6 11 (8.66%) Senior Developer
7 10 (7.87%) DBA
7 10 (7.87%) SQL Server Developer
8 8 (6.30%) Business Intelligence Developer
8 8 (6.30%) OBIEE Developer
8 8 (6.30%) Oracle DBA
9 7 (5.51%) Designer
9 7 (5.51%) Oracle Developer
9 7 (5.51%) Solutions Designer
Libraries, Frameworks & Software Standards
1 29 (22.83%) Murex MxML
2 20 (15.75%) XML
3 14 (11.02%) .NET
4 8 (6.30%) MDX
5 4 (3.15%) CSS
5 4 (3.15%) EJB
5 4 (3.15%) J2EE
5 4 (3.15%) JSP
5 4 (3.15%) REST
5 4 (3.15%) Servlets
5 4 (3.15%) SOAP
6 3 (2.36%) Web Services
7 2 (1.57%) WCF
8 1 (0.79%) FpML
8 1 (0.79%) Middleware
8 1 (0.79%) Murex Flex
8 1 (0.79%) XBRL
8 1 (0.79%) XSD
8 1 (0.79%) XSLT
Miscellaneous
1 21 (16.54%) Analytical Skills
1 21 (16.54%) Foreign Exchange (FX)
2 19 (14.96%) Derivative
3 14 (11.02%) Fixed Income
3 14 (11.02%) Interest Rate Derivative
4 10 (7.87%) Reference Data
5 5 (3.94%) Management Information System
6 4 (3.15%) Computer Science
6 4 (3.15%) Market Risk
6 4 (3.15%) SWIFT
7 3 (2.36%) Credit Risk
7 3 (2.36%) Data Structures
8 2 (1.57%) Client/Server
8 2 (1.57%) Mainframe
9 1 (0.79%) Algorithms
9 1 (0.79%) DTCC
9 1 (0.79%) Fintech
9 1 (0.79%) Replication
9 1 (0.79%) Taxonomies
Operating Systems
1 25 (19.69%) Unix
2 2 (1.57%) Solaris
2 2 (1.57%) Windows
Processes & Methodologies
1 49 (38.58%) ETL
2 43 (33.86%) Data Modelling
3 29 (22.83%) Business Intelligence
4 25 (19.69%) Agile Software Development
5 16 (12.60%) Performance Tuning
6 11 (8.66%) Analytics
6 11 (8.66%) Data Integration
6 11 (8.66%) Performance Monitoring
7 10 (7.87%) Use Case
8 8 (6.30%) Scrum
8 8 (6.30%) Waterfall
8 8 (6.30%) Workflow
9 7 (5.51%) Mentoring
9 7 (5.51%) SDLC
9 7 (5.51%) Stakeholder Management
10 6 (4.72%) CRM
10 6 (4.72%) Dimensional Modelling
10 6 (4.72%) Kimball Methodology
10 6 (4.72%) Performance Management
10 6 (4.72%) Release Management
Programming Languages
1 72 (56.69%) SQL
2 17 (13.39%) Perl
3 11 (8.66%) Java
3 11 (8.66%) T-SQL
4 10 (7.87%) PL/SQL
5 6 (4.72%) C#
6 4 (3.15%) JavaScript
6 4 (3.15%) Shell Script
7 2 (1.57%) PowerShell
7 2 (1.57%) SAS Macro
8 1 (0.79%) Data Analysis Expressions (DAX)
8 1 (0.79%) Korn
8 1 (0.79%) Python
8 1 (0.79%) R
8 1 (0.79%) VB
Qualifications
1 13 (10.24%) Degree
2 2 (1.57%) MCITP
2 2 (1.57%) MCTS
2 2 (1.57%) Microsoft Certification
3 1 (0.79%) BPSS Clearance
3 1 (0.79%) ITIL Certification
Quality Assurance & Compliance
1 6 (4.72%) QA
2 5 (3.94%) Data Quality
3 2 (1.57%) Basel II
3 2 (1.57%) IFRS
3 2 (1.57%) IFRS 9
4 1 (0.79%) COREP
4 1 (0.79%) Disclosure Scotland
4 1 (0.79%) FINREP
4 1 (0.79%) IAS 39
4 1 (0.79%) MiFID
System Software
1 1 (0.79%) IAG
1 1 (0.79%) Oracle RAC
Systems Management
1 5 (3.94%) Control-M
Vendors
1 43 (33.86%) Oracle
2 39 (30.71%) Murex
3 20 (15.75%) Sybase
4 16 (12.60%) Microsoft
5 13 (10.24%) Talend
6 10 (7.87%) Teradata
7 7 (5.51%) Cognos
7 7 (5.51%) Hyperion
8 6 (4.72%) IBM
9 5 (3.94%) Informatica
10 4 (3.15%) Pega
10 4 (3.15%) Salesforce.com
10 4 (3.15%) SAP
10 4 (3.15%) TIBCO
10 4 (3.15%) Vermilion
11 3 (2.36%) Embarcadero
12 2 (1.57%) Netezza
12 2 (1.57%) RedGate
13 1 (0.79%) Bloomberg
13 1 (0.79%) Tableau
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