The table below looks at the statistics for Data Mart skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Data Mart over the 3 months to 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Data Mart
Rank 843 829 854
Rank change year-on-year
-14 +25
Permanent jobs citing Data Mart 78 135 158
As % of all permanent IT jobs located in the UK 0.080% 0.12% 0.13%
As % of the Database & Business Intelligence category 0.27% 0.37% 0.41%
Number of salaries quoted 70 104 129
Median salary £55,000 £55,750 £50,000
Median salary % change year-on-year
-1.34% +11.50%
90% offered a salary of more than £42,000 £35,000 £37,500
10% offered a salary of more than £87,500 £80,000 £78,500
UK excluding London median salary £47,500 £46,500 £42,500
% change year-on-year
+2.15% +9.41%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised across the UK.

Database & Business Intelligence Category
UK
Permanent IT job ads with a match in the
Database & Business Intelligence category
29097 36092 38893
As % of all permanent IT jobs located in the UK 29.98% 32.61% 32.17%
Number of salaries quoted 24794 30450 33371
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Data Mart
Jobs Demand Trend

The demand trend of job ads citing Data Mart as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Data Mart Jobs Demand Trend in the UK

Data Mart
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mart within the UK.

Data Mart Salary Trend in the UK

Data Mart
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Mart over the 3 months to 25 June 2016 within the UK.

Data Mart Salary Histogram in the UK

Data Mart
Top 24 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mart within the UK over the 3 months to 25 June 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +13 77 £55,000 -12.00% 7
London +21 54 £62,500 -18.03% 6
City of London +42 9 £62,500 +11.11% 1
South East +42 6 £50,000 +7.52% 1
South West +19 6 £47,500 -5.00%
Gloucestershire +3 6 £47,500 -5.00%
West Midlands -27 6 £47,500 -
West Bromwich - 6 £47,500 -
Berkshire - 5 £53,750 - 1
Slough - 3 £42,500 -
Cheltenham - 3 £55,000 -
Cirencester - 3 £40,000 -
Wokingham - 2 £65,000 - 1
North West +14 1 £40,000 -
Manchester -1 1 £40,000 -
Surrey - 1 £50,000 -
Stockport - 1 £40,000 -
Woking - 1 £50,000 -
Bradford - 1 £32,500 -
West Yorkshire - 1 £32,500 -
Tyne and Wear - 1 £36,384 -
Newcastle upon Tyne - 1 £36,384 -
North East - 1 £36,384 -
Yorkshire - 1 £32,500 -

Data Mart
Top 30 Related IT Skills

For the 6 months to 25 June 2016, IT 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 job ads with a requirement for Data Mart.

1 182 (84.26%) Data Warehouse
2 163 (75.46%) Business Intelligence
3 146 (67.59%) SQL
4 116 (53.70%) Data Modelling
5 107 (49.54%) SQL Server
6 102 (47.22%) SQL Server Integration Services
7 95 (43.98%) SQL Server Analysis Services
8 94 (43.52%) SQL Server Reporting Services
9 89 (41.20%) ETL
10 83 (38.43%) Data Quality
11 81 (37.50%) Finance
12 77 (35.65%) Microsoft
13 75 (34.72%) Analytical Skills
14 70 (32.41%) Oracle
15 61 (28.24%) T-SQL
16 55 (25.46%) Data Analysis
17 53 (24.54%) Tableau
18 51 (23.61%) PL/SQL
19 50 (23.15%) Data Architecture
20 47 (21.76%) Data Management
21 46 (21.30%) QlikView
22 45 (20.83%) Analytics
23 41 (18.98%) Data Integration
24 38 (17.59%) OLAP
25 36 (16.67%) Relational Database
26 34 (15.74%) MS Excel
26 34 (15.74%) BusinessObjects
26 34 (15.74%) Stakeholder Management
26 34 (15.74%) Kimball Methodology
27 31 (14.35%) Performance Tuning

Data Mart
Top Related 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 30 (13.89%) SAS
2 5 (2.31%) BizTalk Server
3 3 (1.39%) SharePoint
4 2 (0.93%) FileNet
4 2 (0.93%) Oracle Workflow
5 1 (0.46%) Apache Pig
Applications
1 34 (15.74%) MS Excel
2 5 (2.31%) SPSS
3 1 (0.46%) MS Office
Business Applications
1 2 (0.93%) Cognos Business Intelligence
Cloud Services
1 20 (9.26%) Microsoft Azure
2 1 (0.46%) Amazon AWS
2 1 (0.46%) Google Cloud Platform
Communications & Networking
1 4 (1.85%) LAN
1 4 (1.85%) SAN
1 4 (1.85%) WAN
Database & Business Intelligence
1 182 (84.26%) Data Warehouse
2 107 (49.54%) SQL Server
3 102 (47.22%) SQL Server Integration Services
4 95 (43.98%) SQL Server Analysis Services
5 94 (43.52%) SQL Server Reporting Services
6 46 (21.30%) QlikView
7 38 (17.59%) OLAP
8 36 (16.67%) Relational Database
9 34 (15.74%) BusinessObjects
10 28 (12.96%) Data Mining
10 28 (12.96%) SQL Server 2012
11 26 (12.04%) PostgreSQL
12 25 (11.57%) Power BI
13 24 (11.11%) Roambi
14 23 (10.65%) Enterprise Data Warehouse
14 23 (10.65%) RDBMS
15 22 (10.19%) SQL Server 2008
16 20 (9.26%) SAS EBI
17 19 (8.80%) SQL Server 2014
18 16 (7.41%) Oracle Reports
Development Applications
1 11 (5.09%) ERwin
2 8 (3.70%) Talend Open Studio
2 8 (3.70%) Visual Studio
3 4 (1.85%) Eclipse
4 3 (1.39%) WiX
5 1 (0.46%) Team Foundation Server
General
1 81 (37.50%) Finance
2 28 (12.96%) Marketing
3 20 (9.26%) Banking
4 18 (8.33%) Legal
5 17 (7.87%) Billing
6 8 (3.70%) Back Office
6 8 (3.70%) Financial Institution
7 7 (3.24%) Front Office
7 7 (3.24%) Games
8 4 (1.85%) Law
9 2 (0.93%) Investment Banking
9 2 (0.93%) Retail
9 2 (0.93%) Wholesale Banking
10 1 (0.46%) Automotive
Job Titles
1 96 (44.44%) Developer
2 61 (28.24%) Business Intelligence Developer
3 59 (27.31%) Analyst
4 54 (25.00%) SQL Developer
5 35 (16.20%) Business Intelligence Analyst
6 34 (15.74%) Analyst Developer
6 34 (15.74%) Architect
7 31 (14.35%) SQL BI Developer
8 27 (12.50%) Consultant
9 25 (11.57%) Data Architect
10 22 (10.19%) Business Intelligence Lead
10 22 (10.19%) Data Warehouse Developer
11 21 (9.72%) Business Intelligence Consultant
12 20 (9.26%) Administrator
12 20 (9.26%) SAS Administrator
13 19 (8.80%) Oracle Developer
14 18 (8.33%) Lead Developer
15 17 (7.87%) Data Analyst
15 17 (7.87%) Oracle Analyst
15 17 (7.87%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 21 (9.72%) .NET
1 21 (9.72%) MDX
2 17 (7.87%) Web Services
3 13 (6.02%) XML
4 9 (4.17%) JMS
5 7 (3.24%) Middleware
5 7 (3.24%) Murex MxML
5 7 (3.24%) WS-I
5 7 (3.24%) XBRL
6 6 (2.78%) XSL
7 5 (2.31%) SOAP
8 4 (1.85%) AngularJS
8 4 (1.85%) CSS
8 4 (1.85%) HTML
9 3 (1.39%) jQuery
9 3 (1.39%) Node.js
9 3 (1.39%) WCF
10 2 (0.93%) .NET Framework
10 2 (0.93%) BAPI
10 2 (0.93%) COM
Miscellaneous
1 75 (34.72%) Analytical Skills
2 41 (18.98%) Data Integration
3 26 (12.04%) Data Structures
4 22 (10.19%) Visualisation
5 19 (8.80%) Statistics
6 15 (6.94%) Management Information System
7 13 (6.02%) Economics
8 11 (5.09%) Data Centre
9 8 (3.70%) Derivative
10 7 (3.24%) Online Games
10 7 (3.24%) Replication
10 7 (3.24%) Taxonomies
11 5 (2.31%) Reinsurance
12 4 (1.85%) Computer Science
12 4 (1.85%) Fintech
12 4 (1.85%) Foreign Exchange (FX)
13 2 (0.93%) Credit Derivative
13 2 (0.93%) Data Extraction
13 2 (0.93%) Mathematics
14 1 (0.46%) FMCG
Operating Systems
1 31 (14.35%) Windows
2 10 (4.63%) Unix
3 7 (3.24%) Linux
3 7 (3.24%) Solaris
4 1 (0.46%) Windows Server
Processes & Methodologies
1 163 (75.46%) Business Intelligence
2 116 (53.70%) Data Modelling
3 89 (41.20%) ETL
4 55 (25.46%) Data Analysis
5 50 (23.15%) Data Architecture
6 47 (21.76%) Data Management
7 45 (20.83%) Analytics
8 34 (15.74%) Kimball Methodology
8 34 (15.74%) Stakeholder Management
9 31 (14.35%) Performance Tuning
10 25 (11.57%) SOA
11 24 (11.11%) Agile Software Development
12 22 (10.19%) Dimensional Modelling
13 21 (9.72%) Master Data Management
14 20 (9.26%) Data Visualisation
14 20 (9.26%) Process Architecture
15 19 (8.80%) Logical Data Model
15 19 (8.80%) Scrum
16 17 (7.87%) Physical Data Model
16 17 (7.87%) Quality Management
Programming Languages
1 146 (67.59%) SQL
2 61 (28.24%) T-SQL
3 51 (23.61%) PL/SQL
4 18 (8.33%) C#
5 11 (5.09%) Java
6 9 (4.17%) C
6 9 (4.17%) Data Analysis Expressions (DAX)
7 8 (3.70%) Python
8 7 (3.24%) Shell Script
9 6 (2.78%) Perl
9 6 (2.78%) PowerShell
9 6 (2.78%) VB
10 4 (1.85%) JavaScript
11 3 (1.39%) PHP
11 3 (1.39%) VB.NET
12 2 (0.93%) R
13 1 (0.46%) ABAP
13 1 (0.46%) Ruby
13 1 (0.46%) Scala
Qualifications
1 20 (9.26%) Degree
2 17 (7.87%) SAS Certification
3 3 (1.39%) MCITP
3 3 (1.39%) MCTS
3 3 (1.39%) Microsoft Certification
Quality Assurance & Compliance
1 83 (38.43%) Data Quality
2 26 (12.04%) QA
System Software
1 1 (0.46%) Apache Flume
Systems Management
1 7 (3.24%) Control-M
1 7 (3.24%) ITRS Geneos
2 5 (2.31%) OpenView
3 1 (0.46%) Oracle Enterprise Manager
Vendors
1 77 (35.65%) Microsoft
2 70 (32.41%) Oracle
3 53 (24.54%) Tableau
4 13 (6.02%) Cognos
4 13 (6.02%) Informatica
4 13 (6.02%) SAP
5 10 (4.63%) Murex
6 8 (3.70%) Sybase
6 8 (3.70%) Talend
6 8 (3.70%) Teradata
7 6 (2.78%) RedGate
8 4 (1.85%) Sun
9 3 (1.39%) Alteryx
9 3 (1.39%) Netezza
10 2 (0.93%) Cognizant
10 2 (0.93%) Salesforce.com
11 1 (0.46%) Google
11 1 (0.46%) Hortonworks
11 1 (0.46%) MapR
11 1 (0.46%) MicroStrategy
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