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 2 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
2 Dec 2016
Same period 2015 Same period 2014
Data Mart
Rank 769 831 851
Rank change year-on-year
+62 +20
Permanent jobs citing Data Mart 109 137 130
As % of all permanent IT jobs located in the UK 0.12% 0.13% 0.11%
As % of the Database & Business Intelligence category 0.40% 0.40% 0.37%
Number of salaries quoted 94 114 103
Median salary £70,000 £50,000 £48,000
Median salary % change year-on-year
+40.00% +4.16%
90% offered a salary of more than £40,000 £40,000 £40,000
10% offered a salary of more than £90,000 £75,000 £70,000
UK excluding London median salary £42,500 £43,500 £45,327
% change year-on-year
-2.29% -4.02%

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
27175 34551 35280
As % of all permanent IT jobs located in the UK 29.85% 31.89% 30.62%
Number of salaries quoted 23281 29092 30122
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 £32,500 £30,000
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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 2 December 2016 within the UK.

Data Mart Salary Histogram in the UK

Data Mart
Top 30 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 2 December 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 +54 100 £65,000 +30.00% 13
London +82 81 £75,000 +20.00% 6
West Midlands -30 9 £40,000 -20.00% 2
Scotland - 8 £75,000 - 1
Edinburgh - 8 £75,000 - 1
City of London +36 6 £70,000 +55.55%
West Bromwich +5 6 £40,000 -15.78%
South West +19 3 £36,000 -28.00%
South East +52 2 - -
Bristol +9 2 £37,000 -26.00%
East of England +3 2 £65,000 +71.05% 1
Birmingham -13 2 £60,000 +50.00%
Hampshire -17 2 - -
North West - 2 £43,750 - 4
Yorkshire +21 1 £42,500 +21.42%
West Yorkshire +17 1 £42,500 +21.42%
East Anglia - 1 - -
Merseyside - 1 £27,500 -
Suffolk - 1 £65,000 -
Gloucestershire - 1 £36,000 -
Cardiff - 1 £42,500 -
Ipswich - 1 £65,000 -
Leeds - 1 £42,500 -
Manchester - 1 £60,000 - 2
Southampton - 1 - -
Southport - 1 £27,500 -
Walsall - 1 £37,500 - 1
South Wales - 1 £42,500 -
Wales - 1 £42,500 -
Filton - 1 £36,000 -

Data Mart
Top 30 Related IT Skills

For the 6 months to 2 December 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.

1 156 (72.22%) Data Warehouse
2 136 (62.96%) SQL
3 125 (57.87%) Business Intelligence
4 93 (43.06%) ETL
5 87 (40.28%) Finance
6 86 (39.81%) Data Modelling
7 80 (37.04%) SQL Server
8 77 (35.65%) Microsoft
9 69 (31.94%) SQL Server Reporting Services
10 58 (26.85%) SQL Server Integration Services
11 57 (26.39%) SQL Server Analysis Services
12 55 (25.46%) Oracle
13 50 (23.15%) Relational Database
14 49 (22.69%) MS Excel
14 49 (22.69%) Murex
15 45 (20.83%) Data Management
15 45 (20.83%) Analytics
16 43 (19.91%) Big Data
16 43 (19.91%) Java
17 42 (19.44%) T-SQL
17 42 (19.44%) .NET
18 40 (18.52%) Analytical Skills
19 36 (16.67%) Performance Tuning
19 36 (16.67%) Data Integration
19 36 (16.67%) Agile Software Development
20 34 (15.74%) Legal
21 33 (15.28%) Murex MxML
21 33 (15.28%) SQL Server 2012
22 32 (14.81%) PL/SQL
23 30 (13.89%) Unix

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 19 (8.80%) SharePoint
2 17 (7.87%) Apache Spark
3 15 (6.94%) Apache
4 7 (3.24%) SAS
5 5 (2.31%) CMS
5 5 (2.31%) OpenStack
6 3 (1.39%) Apache Pig
7 2 (0.93%) SharePoint 2013
7 2 (0.93%) SharePoint Server
8 1 (0.46%) Elasticsearch
8 1 (0.46%) IIS
8 1 (0.46%) Oracle Workflow
Applications
1 49 (22.69%) MS Excel
2 18 (8.33%) MS Project
3 10 (4.63%) MS Office
4 3 (1.39%) MS PowerPoint
5 2 (0.93%) MS Visio
6 1 (0.46%) SPSS
Business Applications
1 16 (7.41%) Dynamics CRM
2 3 (1.39%) WebTrends
3 2 (0.93%) Cognos Business Intelligence
3 2 (0.93%) Cognos TM1
3 2 (0.93%) Dynamics NAV
4 1 (0.46%) Oracle ERP
4 1 (0.46%) Salesforce.com CRM
Cloud Services
1 15 (6.94%) Amazon AWS
1 15 (6.94%) Microsoft Azure
2 5 (2.31%) GitHub
3 2 (0.93%) Azure Machine Learning
3 2 (0.93%) Google Cloud Platform
3 2 (0.93%) SaaS
4 1 (0.46%) Force.com
4 1 (0.46%) Google Analytics
Communications & Networking
1 1 (0.46%) HTTP
1 1 (0.46%) Internet
Database & Business Intelligence
1 156 (72.22%) Data Warehouse
2 80 (37.04%) SQL Server
3 69 (31.94%) SQL Server Reporting Services
4 58 (26.85%) SQL Server Integration Services
5 57 (26.39%) SQL Server Analysis Services
6 50 (23.15%) Relational Database
7 43 (19.91%) Big Data
8 33 (15.28%) SQL Server 2012
9 30 (13.89%) SQL Server 2014
10 28 (12.96%) Hadoop
11 19 (8.80%) BusinessObjects
12 16 (7.41%) RDBMS
13 15 (6.94%) Data Mining
13 15 (6.94%) Power BI
14 14 (6.48%) DB2
14 14 (6.48%) MySQL
14 14 (6.48%) OLAP
15 12 (5.56%) PowerPivot
16 11 (5.09%) Oracle Reports
17 10 (4.63%) BusinessObjects XI
Development Applications
1 13 (6.02%) ERwin
2 11 (5.09%) Visual Studio
3 9 (4.17%) WiX
4 8 (3.70%) Git (software)
5 5 (2.31%) Jenkins
6 3 (1.39%) JUnit
7 2 (0.93%) JIRA
7 2 (0.93%) Oracle Forms
7 2 (0.93%) SQL Server Management Studio (SSMS)
7 2 (0.93%) Talend Open Studio
General
1 87 (40.28%) Finance
2 34 (15.74%) Legal
3 21 (9.72%) Banking
4 15 (6.94%) Retail
5 13 (6.02%) Marketing
6 9 (4.17%) Back Office
6 9 (4.17%) Front Office
6 9 (4.17%) Investment Banking
7 5 (2.31%) Advertising
7 5 (2.31%) Financial Institution
8 2 (0.93%) Pharmaceutical
8 2 (0.93%) Retail Banking
9 1 (0.46%) Telecoms
Job Titles
1 106 (49.07%) Developer
2 43 (19.91%) Murex Developer
3 36 (16.67%) Analyst
4 33 (15.28%) Business Intelligence Developer
4 33 (15.28%) SQL Developer
5 28 (12.96%) Architect
6 24 (11.11%) Data Architect
7 19 (8.80%) Big Data Architect
8 17 (7.87%) Analyst Developer
8 17 (7.87%) Business Intelligence Manager
8 17 (7.87%) Report Developer
9 16 (7.41%) Business Intelligence Project Manager
9 16 (7.41%) Project Manager
10 15 (6.94%) Consultant
11 14 (6.48%) Data Modeller
11 14 (6.48%) SQL BI Developer
12 13 (6.02%) Developer Analyst
12 13 (6.02%) Java Developer
12 13 (6.02%) Technical Analyst
12 13 (6.02%) Technical Developer
Libraries, Frameworks & Software Standards
1 42 (19.44%) .NET
2 33 (15.28%) Murex MxML
3 22 (10.19%) MDX
4 18 (8.33%) .NET Framework
5 12 (5.56%) WCF
6 8 (3.70%) XSLT
7 6 (2.78%) Web Services
8 5 (2.31%) XSL
9 4 (1.85%) CSS
9 4 (1.85%) HTML
10 3 (1.39%) AngularJS
10 3 (1.39%) CSS3
10 3 (1.39%) REST
10 3 (1.39%) Spring
10 3 (1.39%) XML
11 2 (0.93%) ASP.NET
11 2 (0.93%) HTML5
11 2 (0.93%) Twitter Bootstrap
11 2 (0.93%) WinForms
12 1 (0.46%) COM
Miscellaneous
1 40 (18.52%) Analytical Skills
2 36 (16.67%) Data Integration
3 24 (11.11%) Visualisation
4 23 (10.65%) Derivative
5 14 (6.48%) OTC Derivatives
6 13 (6.02%) Management Information System
7 12 (5.56%) Statistics
8 9 (4.17%) Foreign Exchange (FX)
9 7 (3.24%) Computer Science
9 7 (3.24%) Wiki
10 4 (1.85%) Economics
10 4 (1.85%) Fintech
11 3 (1.39%) Credit Risk
11 3 (1.39%) NHS
12 2 (0.93%) Interest Rate Derivative
13 1 (0.46%) Credit Derivative
13 1 (0.46%) Fixed Income
13 1 (0.46%) Life Science
13 1 (0.46%) Market Risk
13 1 (0.46%) Mathematics
Operating Systems
1 30 (13.89%) Unix
2 25 (11.57%) Windows
3 13 (6.02%) Windows Server
4 10 (4.63%) Windows Server 2012
5 5 (2.31%) Solaris
6 2 (0.93%) Linux
Processes & Methodologies
1 125 (57.87%) Business Intelligence
2 93 (43.06%) ETL
3 86 (39.81%) Data Modelling
4 45 (20.83%) Analytics
4 45 (20.83%) Data Management
5 36 (16.67%) Agile Software Development
5 36 (16.67%) Performance Tuning
6 30 (13.89%) Data Governance
7 29 (13.43%) Workflow
8 26 (12.04%) Data Architecture
8 26 (12.04%) Kimball Methodology
8 26 (12.04%) Logical Data Model
9 24 (11.11%) ETL Development
10 23 (10.65%) CRM
10 23 (10.65%) Scrum
10 23 (10.65%) Stakeholder Management
11 22 (10.19%) Mentoring
11 22 (10.19%) Physical Data Model
11 22 (10.19%) Project Management
12 21 (9.72%) User Acceptance Testing
Programming Languages
1 136 (62.96%) SQL
2 43 (19.91%) Java
3 42 (19.44%) T-SQL
4 32 (14.81%) PL/SQL
5 29 (13.43%) C#
6 20 (9.26%) PowerShell
7 17 (7.87%) Shell Script
8 16 (7.41%) Data Analysis Expressions (DAX)
9 11 (5.09%) JavaScript
10 10 (4.63%) Python
11 9 (4.17%) Perl
12 6 (2.78%) VB.NET
13 5 (2.31%) Korn
14 3 (1.39%) Bash Shell
14 3 (1.39%) C
15 2 (0.93%) R
15 2 (0.93%) TypeScript
15 2 (0.93%) VBA
16 1 (0.46%) ABAP
Qualifications
1 17 (7.87%) Degree
2 11 (5.09%) MCITP
2 11 (5.09%) MCTS
2 11 (5.09%) Microsoft Certification
3 2 (0.93%) PRINCE2 Certification
4 1 (0.46%) ITIL Certification
Quality Assurance & Compliance
1 29 (13.43%) Data Quality
2 15 (6.94%) QA
System Software
1 2 (0.93%) HDFS
2 1 (0.46%) Active Directory
Systems Management
1 20 (9.26%) Control-M
2 2 (0.93%) ITRS Geneos
Vendors
1 77 (35.65%) Microsoft
2 55 (25.46%) Oracle
3 49 (22.69%) Murex
4 18 (8.33%) Informatica
5 16 (7.41%) Sybase
6 15 (6.94%) Teradata
7 13 (6.02%) Pega
8 12 (5.56%) RedGate
9 10 (4.63%) Tableau
10 7 (3.24%) Cognos
11 5 (2.31%) Salesforce.com
12 4 (1.85%) IBM
13 3 (1.39%) Google
13 3 (1.39%) SAP
14 2 (0.93%) Birst
14 2 (0.93%) Hyperion
14 2 (0.93%) Netezza
14 2 (0.93%) Talend
15 1 (0.46%) Siebel
15 1 (0.46%) TOWER Software
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Posted: 18 hours ago
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