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 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Data Mart
UK / England
Rank 723 754 842
Rank change year-on-year
+31 +88
Permanent jobs citing Data Mart 90 145 81
As % of all permanent IT jobs located in England 0.11% 0.16% 0.082%
As % of the Database & Business Intelligence category 0.38% 0.48% 0.27%
Number of salaries quoted 71 97 68
Median salary £62,500 £50,000 £51,250
Median salary % change year-on-year
+25.00% -2.43%
90% offered a salary of more than £40,000 £36,800 £37,500
10% offered a salary of more than £95,000 £73,500 £74,300
UK excluding London median salary £47,500 £47,500 £45,327
% change year-on-year
- +4.79%

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
23805 30086 30421
As % of all permanent IT jobs located in England 30.09% 32.23% 30.94%
Number of salaries quoted 20643 25769 26286
Median salary £50,000 £50,000 £45,000
Median salary % change year-on-year
- +11.11%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £75,000 £70,000 £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 20 January 2017.

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 20 January 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +79 58 £75,000 +20.00% 9
West Midlands -48 15 £42,500 -10.52%
South East +56 4 - -
South West +12 4 £37,000 -26.00%
Yorkshire +20 3 £42,500 +21.42%
North West -13 3 £60,000 -
East of England - 3 £65,000 -
Data Mart
UK

Data Mart
Top 30 Related IT Skills in England

For the 6 months to 20 January 2017, 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.

1 128 (68.45%) Data Warehouse
2 124 (66.31%) SQL
3 121 (64.71%) Business Intelligence
4 76 (40.64%) ETL
5 72 (38.50%) Microsoft
5 72 (38.50%) SQL Server
6 64 (34.22%) Finance
7 62 (33.16%) SQL Server Reporting Services
8 55 (29.41%) Data Modelling
9 54 (28.88%) MS Excel
10 51 (27.27%) SQL Server Integration Services
11 47 (25.13%) SQL Server Analysis Services
12 43 (22.99%) Agile Software Development
13 42 (22.46%) Data Management
14 41 (21.93%) Murex
14 41 (21.93%) Oracle
15 40 (21.39%) Analytics
16 38 (20.32%) Big Data
17 37 (19.79%) Java
17 37 (19.79%) Data Integration
18 35 (18.72%) .NET
19 34 (18.18%) T-SQL
20 33 (17.65%) PL/SQL
20 33 (17.65%) Legal
20 33 (17.65%) Relational Database
21 29 (15.51%) SQL Server 2012
22 28 (14.97%) Murex MxML
22 28 (14.97%) Scrum
23 27 (14.44%) Visualisation
23 27 (14.44%) Data Quality

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 20 (10.70%) SharePoint
2 17 (9.09%) Apache Spark
3 14 (7.49%) Apache
4 7 (3.74%) SAS
5 6 (3.21%) OpenStack
6 5 (2.67%) Apache Pig
6 5 (2.67%) CMS
7 4 (2.14%) SharePoint Server
8 2 (1.07%) SharePoint 2013
9 1 (0.53%) Elasticsearch
9 1 (0.53%) Oracle Workflow
Applications
1 54 (28.88%) MS Excel
2 17 (9.09%) MS Project
3 10 (5.35%) MS Office
4 3 (1.60%) MS PowerPoint
Business Applications
1 16 (8.56%) Dynamics CRM
2 1 (0.53%) Dynamics AX
2 1 (0.53%) Dynamics NAV
2 1 (0.53%) Oracle ERP
2 1 (0.53%) Salesforce.com CRM
Cloud Services
1 20 (10.70%) Microsoft Azure
2 14 (7.49%) Amazon AWS
3 6 (3.21%) GitHub
4 4 (2.14%) Google Cloud Platform
4 4 (2.14%) SaaS
5 2 (1.07%) Azure Machine Learning
6 1 (0.53%) Google Analytics
Communications & Networking
1 1 (0.53%) Extranet
Database & Business Intelligence
1 128 (68.45%) Data Warehouse
2 72 (38.50%) SQL Server
3 62 (33.16%) SQL Server Reporting Services
4 51 (27.27%) SQL Server Integration Services
5 47 (25.13%) SQL Server Analysis Services
6 38 (20.32%) Big Data
7 33 (17.65%) Relational Database
8 29 (15.51%) SQL Server 2012
9 26 (13.90%) SQL Server 2014
10 24 (12.83%) Hadoop
11 17 (9.09%) MySQL
12 15 (8.02%) OLAP
12 15 (8.02%) RDBMS
13 14 (7.49%) BusinessObjects
13 14 (7.49%) Power BI
14 13 (6.95%) Apache Hive
14 13 (6.95%) PowerPivot
15 11 (5.88%) CouchDB
16 10 (5.35%) Data Mining
16 10 (5.35%) Oracle Reports
Development Applications
1 9 (4.81%) Git (software)
2 8 (4.28%) Visual Studio
3 6 (3.21%) Jenkins
3 6 (3.21%) WiX
4 3 (1.60%) JUnit
5 2 (1.07%) JIRA
5 2 (1.07%) Oracle Forms
5 2 (1.07%) SQL Server Management Studio (SSMS)
5 2 (1.07%) Talend Open Studio
General
1 64 (34.22%) Finance
2 33 (17.65%) Legal
3 18 (9.63%) Banking
4 16 (8.56%) Marketing
4 16 (8.56%) Retail
5 10 (5.35%) Back Office
6 7 (3.74%) Front Office
6 7 (3.74%) Investment Banking
7 4 (2.14%) Advertising
7 4 (2.14%) Financial Institution
8 3 (1.60%) Retail Banking
9 2 (1.07%) Pharmaceutical
10 1 (0.53%) Telecoms
Job Titles
1 97 (51.87%) Developer
2 37 (19.79%) Murex Developer
3 33 (17.65%) Analyst
3 33 (17.65%) Business Intelligence Developer
4 28 (14.97%) SQL Developer
5 21 (11.23%) Architect
6 20 (10.70%) Data Architect
7 18 (9.63%) Report Developer
8 17 (9.09%) Analyst Developer
8 17 (9.09%) Business Intelligence Manager
8 17 (9.09%) Business Intelligence Project Manager
8 17 (9.09%) Project Manager
9 16 (8.56%) Big Data Architect
10 14 (7.49%) Developer Analyst
10 14 (7.49%) Murex Analyst
10 14 (7.49%) SQL BI Developer
10 14 (7.49%) Technical Analyst
10 14 (7.49%) Technical Developer
11 10 (5.35%) Lead Architect
11 10 (5.35%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 35 (18.72%) .NET
2 28 (14.97%) Murex MxML
3 16 (8.56%) MDX
4 14 (7.49%) .NET Framework
5 8 (4.28%) WCF
6 7 (3.74%) XSLT
7 4 (2.14%) Web Services
8 3 (1.60%) REST
8 3 (1.60%) Spring
9 2 (1.07%) AngularJS
9 2 (1.07%) ASP.NET
9 2 (1.07%) CSS
9 2 (1.07%) CSS3
9 2 (1.07%) HTML
9 2 (1.07%) HTML5
9 2 (1.07%) Twitter Bootstrap
9 2 (1.07%) WinForms
9 2 (1.07%) XSL
10 1 (0.53%) J2EE
10 1 (0.53%) SOAP
Miscellaneous
1 37 (19.79%) Data Integration
2 27 (14.44%) Visualisation
3 20 (10.70%) Derivative
4 18 (9.63%) Analytical Skills
5 12 (6.42%) Statistics
6 11 (5.88%) Foreign Exchange (FX)
6 11 (5.88%) OTC Derivatives
7 8 (4.28%) Wiki
8 6 (3.21%) Economics
8 6 (3.21%) Fintech
9 4 (2.14%) Credit Risk
9 4 (2.14%) Management Information System
10 3 (1.60%) NHS
11 2 (1.07%) Credit Derivative
11 2 (1.07%) Interest Rate Derivative
12 1 (0.53%) Computer Science
12 1 (0.53%) Fixed Income
12 1 (0.53%) Life Science
12 1 (0.53%) Mathematics
Operating Systems
1 23 (12.30%) Unix
2 19 (10.16%) Windows
3 11 (5.88%) Windows Server
3 11 (5.88%) Windows Server 2012
4 3 (1.60%) Solaris
Processes & Methodologies
1 121 (64.71%) Business Intelligence
2 76 (40.64%) ETL
3 55 (29.41%) Data Modelling
4 43 (22.99%) Agile Software Development
5 42 (22.46%) Data Management
6 40 (21.39%) Analytics
7 28 (14.97%) Scrum
8 25 (13.37%) Performance Tuning
8 25 (13.37%) Stakeholder Management
8 25 (13.37%) Workflow
9 23 (12.30%) Data Governance
9 23 (12.30%) Kimball Methodology
10 22 (11.76%) CRM
11 20 (10.70%) Project Management
12 18 (9.63%) Mentoring
12 18 (9.63%) PRINCE2
13 17 (9.09%) Data Architecture
13 17 (9.09%) Information Management
14 15 (8.02%) PRINCE
14 15 (8.02%) User Acceptance Testing
Programming Languages
1 124 (66.31%) SQL
2 37 (19.79%) Java
3 34 (18.18%) T-SQL
4 33 (17.65%) PL/SQL
5 21 (11.23%) C#
6 17 (9.09%) PowerShell
7 12 (6.42%) Data Analysis Expressions (DAX)
8 8 (4.28%) JavaScript
8 8 (4.28%) Python
8 8 (4.28%) Shell Script
9 7 (3.74%) Perl
10 4 (2.14%) Korn
10 4 (2.14%) VB.NET
11 3 (1.60%) Bash Shell
11 3 (1.60%) C
12 2 (1.07%) R
12 2 (1.07%) TypeScript
12 2 (1.07%) VBA
Qualifications
1 12 (6.42%) Degree
2 8 (4.28%) MCITP
2 8 (4.28%) MCTS
2 8 (4.28%) Microsoft Certification
3 1 (0.53%) ITIL Certification
3 1 (0.53%) PRINCE2 Certification
Quality Assurance & Compliance
1 27 (14.44%) Data Quality
2 14 (7.49%) QA
System Software
1 4 (2.14%) HDFS
Systems Management
1 14 (7.49%) Control-M
Vendors
1 72 (38.50%) Microsoft
2 41 (21.93%) Murex
2 41 (21.93%) Oracle
3 14 (7.49%) Sybase
4 12 (6.42%) Tableau
5 9 (4.81%) RedGate
6 6 (3.21%) Cognos
7 5 (2.67%) Google
8 4 (2.14%) Birst
8 4 (2.14%) Informatica
8 4 (2.14%) Salesforce.com
8 4 (2.14%) SAP
9 2 (1.07%) Hyperion
9 2 (1.07%) IBM
9 2 (1.07%) Talend
10 1 (0.53%) Siebel
10 1 (0.53%) TOWER Software
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