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

3 months to
26 Jun 2016
Same period 2015 Same period 2014
Data Mart
Rank 824 828 819
Rank change year-on-year
+4 -9
Permanent jobs citing Data Mart 77 114 151
As % of all permanent IT jobs located in England 0.085% 0.11% 0.13%
As % of the Database & Business Intelligence category 0.28% 0.34% 0.41%
Number of salaries quoted 70 86 129
Median salary £55,000 £62,500 £50,000
Median salary % change year-on-year
-12.00% +25.00%
90% offered a salary of more than £42,000 £40,000 £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%
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
27248 33804 36451
As % of all permanent IT jobs located in England 30.00% 32.70% 32.31%
Number of salaries quoted 23588 28819 31541
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 £32,000 £30,500
10% offered a salary of more than £75,000 £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 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 26 June 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 26 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
London +13 54 £62,500 -19.35% 6
South East +28 6 £50,000 +7.52% 1
South West +17 6 £47,500 -5.00%
West Midlands -22 6 £47,500 -
North West +19 1 £40,000 -
Yorkshire - 1 £32,500 -
North East - 1 £36,384 -
Data Mart
UK

Data Mart
Top 30 Related IT Skills in England

For the 6 months to 26 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 across the England region with a requirement for Data Mart.

1 181 (84.58%) Data Warehouse
2 162 (75.70%) Business Intelligence
3 146 (68.22%) SQL
4 115 (53.74%) Data Modelling
5 107 (50.00%) SQL Server
6 101 (47.20%) SQL Server Integration Services
7 94 (43.93%) SQL Server Analysis Services
8 93 (43.46%) SQL Server Reporting Services
9 88 (41.12%) ETL
10 82 (38.32%) Data Quality
11 81 (37.85%) Finance
12 77 (35.98%) Microsoft
13 74 (34.58%) Analytical Skills
14 69 (32.24%) Oracle
15 61 (28.50%) T-SQL
16 55 (25.70%) Data Analysis
17 52 (24.30%) Tableau
18 51 (23.83%) PL/SQL
19 50 (23.36%) Data Architecture
20 47 (21.96%) Data Management
21 45 (21.03%) QlikView
22 44 (20.56%) Analytics
23 41 (19.16%) Data Integration
24 37 (17.29%) OLAP
25 36 (16.82%) Relational Database
26 34 (15.89%) MS Excel
26 34 (15.89%) BusinessObjects
26 34 (15.89%) Stakeholder Management
26 34 (15.89%) Kimball Methodology
27 31 (14.49%) Performance Tuning

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 30 (14.02%) SAS
2 5 (2.34%) BizTalk Server
3 3 (1.40%) SharePoint
4 2 (0.93%) FileNet
4 2 (0.93%) Oracle Workflow
5 1 (0.47%) Apache Pig
Applications
1 34 (15.89%) MS Excel
2 5 (2.34%) SPSS
3 1 (0.47%) MS Office
Business Applications
1 2 (0.93%) Cognos Business Intelligence
Cloud Services
1 20 (9.35%) Microsoft Azure
2 1 (0.47%) Amazon AWS
2 1 (0.47%) Google Cloud Platform
Communications & Networking
1 4 (1.87%) LAN
1 4 (1.87%) SAN
1 4 (1.87%) WAN
Database & Business Intelligence
1 181 (84.58%) Data Warehouse
2 107 (50.00%) SQL Server
3 101 (47.20%) SQL Server Integration Services
4 94 (43.93%) SQL Server Analysis Services
5 93 (43.46%) SQL Server Reporting Services
6 45 (21.03%) QlikView
7 37 (17.29%) OLAP
8 36 (16.82%) Relational Database
9 34 (15.89%) BusinessObjects
10 28 (13.08%) Data Mining
10 28 (13.08%) SQL Server 2012
11 26 (12.15%) PostgreSQL
12 24 (11.21%) Power BI
12 24 (11.21%) Roambi
13 23 (10.75%) Enterprise Data Warehouse
13 23 (10.75%) RDBMS
14 22 (10.28%) SQL Server 2008
15 20 (9.35%) SAS EBI
16 19 (8.88%) SQL Server 2014
17 16 (7.48%) Oracle Reports
Development Applications
1 11 (5.14%) ERwin
2 8 (3.74%) Talend Open Studio
2 8 (3.74%) Visual Studio
3 4 (1.87%) Eclipse
4 3 (1.40%) WiX
5 1 (0.47%) Team Foundation Server
General
1 81 (37.85%) Finance
2 28 (13.08%) Marketing
3 20 (9.35%) Banking
4 18 (8.41%) Legal
5 17 (7.94%) Billing
6 8 (3.74%) Back Office
6 8 (3.74%) Financial Institution
7 7 (3.27%) Front Office
7 7 (3.27%) Games
8 4 (1.87%) Law
9 2 (0.93%) Investment Banking
9 2 (0.93%) Retail
9 2 (0.93%) Wholesale Banking
10 1 (0.47%) Automotive
Job Titles
1 95 (44.39%) Developer
2 61 (28.50%) Business Intelligence Developer
3 59 (27.57%) Analyst
4 54 (25.23%) SQL Developer
5 35 (16.36%) Business Intelligence Analyst
6 34 (15.89%) Analyst Developer
6 34 (15.89%) Architect
7 31 (14.49%) SQL BI Developer
8 26 (12.15%) Consultant
9 25 (11.68%) Data Architect
10 22 (10.28%) Business Intelligence Lead
10 22 (10.28%) Data Warehouse Developer
11 21 (9.81%) Business Intelligence Consultant
12 20 (9.35%) Administrator
12 20 (9.35%) SAS Administrator
13 19 (8.88%) Oracle Developer
14 18 (8.41%) Lead Developer
15 17 (7.94%) Data Analyst
15 17 (7.94%) Oracle Analyst
15 17 (7.94%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 21 (9.81%) .NET
1 21 (9.81%) MDX
2 17 (7.94%) Web Services
3 13 (6.07%) XML
4 9 (4.21%) JMS
5 7 (3.27%) Middleware
5 7 (3.27%) Murex MxML
5 7 (3.27%) WS-I
5 7 (3.27%) XBRL
6 6 (2.80%) XSL
7 5 (2.34%) SOAP
8 4 (1.87%) AngularJS
8 4 (1.87%) CSS
8 4 (1.87%) HTML
9 3 (1.40%) jQuery
9 3 (1.40%) Node.js
9 3 (1.40%) WCF
10 2 (0.93%) .NET Framework
10 2 (0.93%) BAPI
10 2 (0.93%) COM
Miscellaneous
1 74 (34.58%) Analytical Skills
2 41 (19.16%) Data Integration
3 26 (12.15%) Data Structures
4 21 (9.81%) Visualisation
5 19 (8.88%) Statistics
6 14 (6.54%) Management Information System
7 13 (6.07%) Economics
8 11 (5.14%) Data Centre
9 8 (3.74%) Derivative
10 7 (3.27%) Online Games
10 7 (3.27%) Replication
10 7 (3.27%) Taxonomies
11 5 (2.34%) Reinsurance
12 4 (1.87%) Computer Science
12 4 (1.87%) Fintech
12 4 (1.87%) Foreign Exchange (FX)
13 2 (0.93%) Credit Derivative
13 2 (0.93%) Data Extraction
13 2 (0.93%) Mathematics
14 1 (0.47%) FMCG
Operating Systems
1 31 (14.49%) Windows
2 10 (4.67%) Unix
3 7 (3.27%) Linux
3 7 (3.27%) Solaris
4 1 (0.47%) Windows Server
Processes & Methodologies
1 162 (75.70%) Business Intelligence
2 115 (53.74%) Data Modelling
3 88 (41.12%) ETL
4 55 (25.70%) Data Analysis
5 50 (23.36%) Data Architecture
6 47 (21.96%) Data Management
7 44 (20.56%) Analytics
8 34 (15.89%) Kimball Methodology
8 34 (15.89%) Stakeholder Management
9 31 (14.49%) Performance Tuning
10 25 (11.68%) SOA
11 24 (11.21%) Agile Software Development
12 22 (10.28%) Dimensional Modelling
13 21 (9.81%) Master Data Management
14 20 (9.35%) Process Architecture
15 19 (8.88%) Data Visualisation
15 19 (8.88%) Logical Data Model
15 19 (8.88%) Scrum
16 17 (7.94%) Physical Data Model
16 17 (7.94%) Translating Business Requirements
Programming Languages
1 146 (68.22%) SQL
2 61 (28.50%) T-SQL
3 51 (23.83%) PL/SQL
4 18 (8.41%) C#
5 11 (5.14%) Java
6 9 (4.21%) C
6 9 (4.21%) Data Analysis Expressions (DAX)
7 8 (3.74%) Python
8 7 (3.27%) Shell Script
9 6 (2.80%) Perl
9 6 (2.80%) PowerShell
9 6 (2.80%) VB
10 4 (1.87%) JavaScript
11 3 (1.40%) PHP
11 3 (1.40%) VB.NET
12 2 (0.93%) R
13 1 (0.47%) ABAP
13 1 (0.47%) Ruby
13 1 (0.47%) Scala
Qualifications
1 20 (9.35%) Degree
2 17 (7.94%) SAS Certification
3 3 (1.40%) MCITP
3 3 (1.40%) MCTS
3 3 (1.40%) Microsoft Certification
Quality Assurance & Compliance
1 82 (38.32%) Data Quality
2 26 (12.15%) QA
System Software
1 1 (0.47%) Apache Flume
Systems Management
1 7 (3.27%) Control-M
1 7 (3.27%) ITRS Geneos
2 5 (2.34%) OpenView
Vendors
1 77 (35.98%) Microsoft
2 69 (32.24%) Oracle
3 52 (24.30%) Tableau
4 13 (6.07%) Cognos
4 13 (6.07%) Informatica
4 13 (6.07%) SAP
5 10 (4.67%) Murex
6 8 (3.74%) Sybase
6 8 (3.74%) Talend
7 7 (3.27%) Teradata
8 6 (2.80%) RedGate
9 4 (1.87%) Sun
10 3 (1.40%) Alteryx
10 3 (1.40%) Netezza
11 2 (0.93%) Cognizant
11 2 (0.93%) Salesforce.com
12 1 (0.47%) Cloudera
12 1 (0.47%) Google
12 1 (0.47%) Hortonworks
12 1 (0.47%) MapR
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