The table below looks at the statistics for Data Mart skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Data Mart over the 3 months to 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Data Mart
Rank 785 829 824
Rank change year-on-year
+44 -5
Permanent jobs citing Data Mart 93 107 132
As % of all permanent IT jobs located in England 0.10% 0.11% 0.12%
As % of the Database & Business Intelligence category 0.35% 0.34% 0.39%
Number of salaries quoted 86 88 102
Median salary £75,000 £52,500 £47,500
Median salary % change year-on-year
+42.85% +10.52%
90% offered a salary of more than £43,750 £39,550 £40,000
10% offered a salary of more than £95,000 £86,000 £70,000
UK excluding London median salary £57,500 £42,500 £44,000
% change year-on-year
+35.29% -3.40%
Data Mart
UK

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

Database & Business Intelligence Category
England
Permanent IT job ads with a match in the
Database & Business Intelligence category
26445 31487 33582
As % of all permanent IT jobs located in England 29.51% 30.90% 31.41%
Number of salaries quoted 22721 26883 28460
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 £67,500 £72,500
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Data Mart
Jobs Demand Trend in England

The demand trend of job ads across the England region 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 England

Data Mart
Salary Trend in England

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

Data Mart Salary Trend in England

Data Mart
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Mart across the England region over the 3 months to 30 September 2016.

Data Mart Salary Histogram in England

Data Mart
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mart within the England region over the 3 months to 30 September 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
London +58 74 £87,500 +34.61% 9
South East +21 8 £57,500 +35.29%
North West +8 3 £30,000 - 1
South West - 3 £30,000 -
Yorkshire +33 2 £32,500 -
West Midlands -12 2 £53,750 +2.38%
North East - 1 £34,000 -
Data Mart
UK

Data Mart
Top 30 Related IT Skills in England

For the 6 months to 30 September 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 across the England region with a requirement for Data Mart.

1 130 (77.84%) SQL
2 122 (73.05%) Data Warehouse
3 106 (63.47%) Business Intelligence
4 74 (44.31%) SQL Server
5 67 (40.12%) Data Modelling
5 67 (40.12%) Finance
6 65 (38.92%) ETL
6 65 (38.92%) Microsoft
6 65 (38.92%) SQL Server Integration Services
7 60 (35.93%) SQL Server Reporting Services
8 54 (32.34%) SQL Server Analysis Services
9 44 (26.35%) T-SQL
10 43 (25.75%) Analytical Skills
11 39 (23.35%) Murex
12 38 (22.75%) Analytics
13 35 (20.96%) Relational Database
14 33 (19.76%) Data Management
15 32 (19.16%) Oracle
15 32 (19.16%) Legal
15 32 (19.16%) Murex MxML
16 31 (18.56%) Big Data
17 30 (17.96%) PL/SQL
18 29 (17.37%) MS Excel
18 29 (17.37%) SQL Server 2012
18 29 (17.37%) Kimball Methodology
18 29 (17.37%) Data Quality
19 28 (16.77%) Java
19 28 (16.77%) .NET
20 26 (15.57%) Stakeholder Management
20 26 (15.57%) BusinessObjects

Data Mart
Top Related IT Skills in England 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 9 (5.39%) SAS
1 9 (5.39%) SharePoint
2 8 (4.79%) Apache
2 8 (4.79%) Apache Spark
3 2 (1.20%) Apache Pig
4 1 (0.60%) Elasticsearch
Applications
1 29 (17.37%) MS Excel
2 8 (4.79%) MS Project
3 5 (2.99%) SPSS
4 3 (1.80%) MS Office
Business Applications
1 8 (4.79%) Dynamics CRM
2 3 (1.80%) WebTrends
3 1 (0.60%) Cognos Business Intelligence
3 1 (0.60%) Dynamics NAV
3 1 (0.60%) Salesforce.com CRM
Cloud Services
1 15 (8.98%) Microsoft Azure
2 9 (5.39%) Amazon AWS
3 1 (0.60%) Force.com
3 1 (0.60%) Google Analytics
3 1 (0.60%) Google Cloud Platform
Communications & Networking
1 1 (0.60%) HTTP
1 1 (0.60%) Internet
Database & Business Intelligence
1 122 (73.05%) Data Warehouse
2 74 (44.31%) SQL Server
3 65 (38.92%) SQL Server Integration Services
4 60 (35.93%) SQL Server Reporting Services
5 54 (32.34%) SQL Server Analysis Services
6 35 (20.96%) Relational Database
7 31 (18.56%) Big Data
8 29 (17.37%) SQL Server 2012
9 26 (15.57%) BusinessObjects
10 24 (14.37%) SQL Server 2014
11 20 (11.98%) Data Mining
12 19 (11.38%) SQL Server 2008
13 17 (10.18%) Hadoop
14 16 (9.58%) Power BI
14 16 (9.58%) RDBMS
15 15 (8.98%) OLAP
16 12 (7.19%) Oracle Reports
16 12 (7.19%) SQL Server 2005
17 8 (4.79%) Oracle Database 11g
17 8 (4.79%) Star Schema
Development Applications
1 10 (5.99%) Visual Studio
2 8 (4.79%) WiX
3 5 (2.99%) Talend Open Studio
4 4 (2.40%) ERwin
5 3 (1.80%) Git (software)
5 3 (1.80%) JUnit
6 2 (1.20%) JIRA
6 2 (1.20%) SQL Server Management Studio (SSMS)
7 1 (0.60%) Team Foundation Server
General
1 67 (40.12%) Finance
2 32 (19.16%) Legal
3 18 (10.78%) Banking
4 11 (6.59%) Front Office
5 8 (4.79%) Retail
6 7 (4.19%) Back Office
6 7 (4.19%) Investment Banking
7 6 (3.59%) Marketing
8 4 (2.40%) Advertising
9 2 (1.20%) Financial Institution
9 2 (1.20%) Pharmaceutical
9 2 (1.20%) Wholesale Banking
10 1 (0.60%) Automotive
10 1 (0.60%) Telecoms
Job Titles
1 83 (49.70%) Developer
2 33 (19.76%) SQL Developer
3 30 (17.96%) Business Intelligence Developer
4 28 (16.77%) Analyst
4 28 (16.77%) Murex Developer
5 25 (14.97%) Architect
6 21 (12.57%) Consultant
6 21 (12.57%) Data Architect
7 16 (9.58%) Data Warehouse Developer
8 15 (8.98%) Business Intelligence Consultant
8 15 (8.98%) SSIS Developer
9 14 (8.38%) SQL BI Developer
10 13 (7.78%) Big Data Architect
10 13 (7.78%) Java Developer
11 11 (6.59%) Analyst Developer
12 10 (5.99%) Business Intelligence Manager
12 10 (5.99%) Data Mart Developer
12 10 (5.99%) Java Analyst Developer
12 10 (5.99%) SSRS Developer
13 9 (5.39%) Murex Analyst
Libraries, Frameworks & Software Standards
1 32 (19.16%) Murex MxML
2 28 (16.77%) .NET
3 19 (11.38%) MDX
4 11 (6.59%) WCF
5 8 (4.79%) .NET Framework
6 7 (4.19%) XSLT
7 6 (3.59%) Web Services
8 5 (2.99%) CSS
8 5 (2.99%) HTML
8 5 (2.99%) XSL
9 4 (2.40%) AngularJS
10 3 (1.80%) COM
10 3 (1.80%) CSS3
10 3 (1.80%) Spring
11 2 (1.20%) HTML5
11 2 (1.20%) REST
11 2 (1.20%) Twitter Bootstrap
11 2 (1.20%) XML
12 1 (0.60%) Kafka
12 1 (0.60%) Node.js
Miscellaneous
1 43 (25.75%) Analytical Skills
2 23 (13.77%) Derivative
3 20 (11.98%) Data Integration
4 17 (10.18%) Visualisation
5 14 (8.38%) OTC Derivatives
6 13 (7.78%) Statistics
7 11 (6.59%) Management Information System
8 7 (4.19%) Computer Science
9 4 (2.40%) Economics
9 4 (2.40%) Fintech
10 3 (1.80%) Foreign Exchange (FX)
11 2 (1.20%) Credit Derivative
11 2 (1.20%) Replication
11 2 (1.20%) Wiki
12 1 (0.60%) Credit Risk
12 1 (0.60%) Data Centre
12 1 (0.60%) Life Science
12 1 (0.60%) Market Risk
12 1 (0.60%) Mathematics
12 1 (0.60%) Taxonomies
Operating Systems
1 25 (14.97%) Unix
2 14 (8.38%) Windows
3 9 (5.39%) Solaris
4 7 (4.19%) Linux
5 3 (1.80%) Windows Server
6 2 (1.20%) Windows Server 2012
Processes & Methodologies
1 106 (63.47%) Business Intelligence
2 67 (40.12%) Data Modelling
3 65 (38.92%) ETL
4 38 (22.75%) Analytics
5 33 (19.76%) Data Management
6 29 (17.37%) Kimball Methodology
7 26 (15.57%) Stakeholder Management
8 25 (14.97%) Logical Data Model
9 23 (13.77%) Agile Software Development
9 23 (13.77%) Performance Tuning
10 21 (12.57%) Physical Data Model
10 21 (12.57%) User Acceptance Testing
11 20 (11.98%) Data Governance
11 20 (11.98%) Workflow
12 18 (10.78%) Data Architecture
13 16 (9.58%) Scrum
14 14 (8.38%) Release Management
15 13 (7.78%) Data Analytics
16 12 (7.19%) Inmon Methodology
16 12 (7.19%) Translating Business Requirements
Programming Languages
1 130 (77.84%) SQL
2 44 (26.35%) T-SQL
3 30 (17.96%) PL/SQL
4 28 (16.77%) Java
5 22 (13.17%) Shell Script
6 21 (12.57%) C#
7 16 (9.58%) Data Analysis Expressions (DAX)
8 13 (7.78%) PowerShell
8 13 (7.78%) Python
9 9 (5.39%) Perl
10 6 (3.59%) VB.NET
11 5 (2.99%) JavaScript
12 4 (2.40%) Korn
13 3 (1.80%) Bash Shell
13 3 (1.80%) C
14 2 (1.20%) TypeScript
15 1 (0.60%) ABAP
15 1 (0.60%) PHP
15 1 (0.60%) R
15 1 (0.60%) Scala
Qualifications
1 15 (8.98%) Degree
2 8 (4.79%) MCITP
2 8 (4.79%) MCTS
2 8 (4.79%) Microsoft Certification
3 1 (0.60%) PRINCE2 Certification
Quality Assurance & Compliance
1 29 (17.37%) Data Quality
2 16 (9.58%) QA
System Software
1 1 (0.60%) Apache Flume
Systems Management
1 25 (14.97%) Control-M
2 7 (4.19%) ITRS Geneos
Vendors
1 65 (38.92%) Microsoft
2 39 (23.35%) Murex
3 32 (19.16%) Oracle
4 16 (9.58%) Sybase
5 12 (7.19%) Tableau
6 11 (6.59%) Cognos
7 10 (5.99%) RedGate
8 7 (4.19%) Informatica
8 7 (4.19%) Salesforce.com
9 5 (2.99%) Talend
10 4 (2.40%) Sun
11 3 (1.80%) Alteryx
11 3 (1.80%) Teradata
12 2 (1.20%) Google
12 2 (1.20%) Netezza
12 2 (1.20%) SAP
13 1 (0.60%) Cognizant
13 1 (0.60%) MapR
13 1 (0.60%) Siebel
13 1 (0.60%) TOWER Software
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