The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Data Mart skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mart over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Data Mart
UK / England
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 799 828 830
Rank change year-on-year +29 +2  
Permanent jobs citing Data Mart 68 77 123
As % of all permanent IT jobs advertised in England 0.081% 0.084% 0.12%
As % of the Database & Business Intelligence category 0.26% 0.28% 0.36%
Number of salaries quoted 54 70 95
Median salary £57,500 £55,000 £56,500
Median salary % change year-on-year +4.54% -2.65%  
90% offered a salary of more than £33,250 £42,000 £35,000
10% offered a salary of more than £100,000 £87,500 £80,000
UK excluding London median salary £42,500 £47,500 £46,500
% change year-on-year -10.52% +2.15%  

Data Mart is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
England
Permanent job vacancies with a requirement for database and business intelligence skills 25855 27325 33931
As % of all permanent IT job vacancies advertised in England 30.75% 29.97% 32.64%
Number of salaries quoted 22007 23642 28951
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26%  
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £75,000 £70,000 £75,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Data Mart
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Data Mart as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Mart 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 in England.

Salary trend for Data Mart in England

Data Mart
Salary Histogram in England

The salary distribution of IT jobs citing Data Mart in England over the 3 months to 26 June 2017.

Salary histogram for Data Mart 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 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 +15 44 £70,000 +12.00% 9
West Midlands +29 21 £42,500 -10.52%
North West -35 2 £46,250 +15.62%
South East +57 1 £47,500 -5.00%
Data Mart
UK

For the 6 months to 26 June 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 96 (68.09%) SQL
2 82 (58.16%) Business Intelligence
3 77 (54.61%) Data Warehouse
4 44 (31.21%) SQL Server
5 42 (29.79%) Data Quality
6 41 (29.08%) Oracle
7 39 (27.66%) Stakeholder Management
8 38 (26.95%) Finance
9 36 (25.53%) PL/SQL
9 36 (25.53%) Microsoft
10 34 (24.11%) ETL
11 33 (23.40%) Data Modelling
11 33 (23.40%) Agile Software Development
12 28 (19.86%) Scrum
13 25 (17.73%) Visualisation
14 24 (17.02%) Analytics
15 23 (16.31%) Data Management
15 23 (16.31%) Murex
16 21 (14.89%) Murex MxML
16 21 (14.89%) Java
17 20 (14.18%) Dimensional Modelling
17 20 (14.18%) Oracle BI EE
18 19 (13.48%) Data Integration
18 19 (13.48%) Oracle Database
19 18 (12.77%) Oracle Database 12c
19 18 (12.77%) SQL Server Reporting Services
19 18 (12.77%) SQL Server Integration Services
19 18 (12.77%) E-business
19 18 (12.77%) SAS
20 17 (12.06%) Tableau

Data Mart
Co-occurring 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 18 (12.77%) SAS
2 10 (7.09%) Apache Spark
3 2 (1.42%) Apache
3 2 (1.42%) Apache Pig
3 2 (1.42%) OpenStack
4 1 (0.71%) SharePoint
4 1 (0.71%) SharePoint Server
Applications
1 15 (10.64%) Microsoft Excel
2 12 (8.51%) Microsoft Office
2 12 (8.51%) Microsoft PowerPoint
3 11 (7.80%) MS Visio
4 6 (4.26%) Microsoft Project
5 1 (0.71%) SPSS
5 1 (0.71%) SPSS Modeler
Business Applications
1 3 (2.13%) Sage 200
2 1 (0.71%) Bloomberg TOMS
2 1 (0.71%) SAP ERP
Cloud Services
1 17 (12.06%) Microsoft Azure
2 7 (4.96%) Amazon AWS
3 3 (2.13%) Google Analytics
3 3 (2.13%) Google Cloud Platform
4 2 (1.42%) Amazon EMR
4 2 (1.42%) GitHub
5 1 (0.71%) Office 365
Communications & Networking
1 1 (0.71%) Broadband
Database & Business Intelligence
1 77 (54.61%) Data Warehouse
2 44 (31.21%) SQL Server
3 20 (14.18%) Oracle BI EE
4 19 (13.48%) Oracle Database
5 18 (12.77%) Oracle Database 12c
5 18 (12.77%) SQL Server Integration Services
5 18 (12.77%) SQL Server Reporting Services
6 17 (12.06%) SQL Server 2016
7 15 (10.64%) Relational Database
8 14 (9.93%) BusinessObjects
9 11 (7.80%) Big Data
10 10 (7.09%) Base SAS
10 10 (7.09%) Enterprise Data Warehouse
10 10 (7.09%) OLAP
11 9 (6.38%) Oracle Database 11g
11 9 (6.38%) SQL Server Analysis Services
12 8 (5.67%) RDBMS
12 8 (5.67%) SQL Server 2012
13 7 (4.96%) Hadoop
13 7 (4.96%) Oracle Reports
Development Applications
1 11 (7.80%) ProC
2 8 (5.67%) Talend Open Studio
3 3 (2.13%) ERwin
3 3 (2.13%) WiX
4 2 (1.42%) Git (software)
4 2 (1.42%) Jenkins
4 2 (1.42%) Visual Studio
General
1 38 (26.95%) Finance
2 10 (7.09%) Marketing
3 7 (4.96%) Banking
4 6 (4.26%) Front Office
5 5 (3.55%) Legal
6 3 (2.13%) Advertising
6 3 (2.13%) Investment Banking
7 2 (1.42%) Back Office
8 1 (0.71%) Retail
8 1 (0.71%) Telecoms
Job Titles
1 71 (50.35%) Developer
2 23 (16.31%) Analyst
3 22 (15.60%) Business Intelligence Developer
4 20 (14.18%) OBIEE Developer
4 20 (14.18%) Senior Developer
5 15 (10.64%) Senior Business Intelligence Developer
5 15 (10.64%) Senior OBIEE Developer
6 14 (9.93%) Project Manager
7 13 (9.22%) Business Intelligence Manager
7 13 (9.22%) Business Intelligence Project Manager
8 12 (8.51%) Consultant
8 12 (8.51%) SQL Developer
9 11 (7.80%) Architect
9 11 (7.80%) Data Analyst
9 11 (7.80%) Data Architect
9 11 (7.80%) Data Warehouse Analyst
9 11 (7.80%) Murex Developer
10 10 (7.09%) SAS Developer
11 9 (6.38%) Business Analyst
11 9 (6.38%) Data Warehouse Business Analyst
Libraries, Frameworks & Software Standards
1 21 (14.89%) Murex MxML
2 12 (8.51%) XML
3 8 (5.67%) .NET
4 3 (2.13%) Kafka
4 3 (2.13%) WCF
5 2 (1.42%) .NET Framework
5 2 (1.42%) COM
5 2 (1.42%) Lambda Expressions
6 1 (0.71%) Middleware
6 1 (0.71%) Spark Streaming
6 1 (0.71%) XSLT
Miscellaneous
1 14 (9.93%) Data Structures
2 8 (5.67%) Analytical Skills
2 8 (5.67%) Credit Derivative
2 8 (5.67%) Derivative
2 8 (5.67%) Fintech
3 7 (4.96%) PMI
4 4 (2.84%) Wiki
5 3 (2.13%) Fixed Income
5 3 (2.13%) Hedge funds
5 3 (2.13%) Management Information System
6 2 (1.42%) Algorithms
6 2 (1.42%) Computer Science
6 2 (1.42%) Foreign Exchange (FX)
6 2 (1.42%) Greenfield Project
7 1 (0.71%) Credit Risk
7 1 (0.71%) SWIFT
Operating Systems
1 14 (9.93%) Unix
2 10 (7.09%) Linux
3 5 (3.55%) Windows
4 2 (1.42%) Windows Server
4 2 (1.42%) Windows Server 2012
5 1 (0.71%) Windows 10
Processes & Methodologies
1 82 (58.16%) Business Intelligence
2 39 (27.66%) Stakeholder Management
3 34 (24.11%) ETL
4 33 (23.40%) Agile Software Development
4 33 (23.40%) Data Modelling
5 28 (19.86%) Scrum
6 25 (17.73%) Visualisation
7 24 (17.02%) Analytics
8 23 (16.31%) Data Management
9 20 (14.18%) Dimensional Modelling
10 19 (13.48%) Data Integration
11 18 (12.77%) E-business
12 15 (10.64%) Project Management
12 15 (10.64%) Time Management
13 14 (9.93%) Business Analytics
13 14 (9.93%) Kimball Methodology
13 14 (9.93%) PRINCE
14 13 (9.22%) Information Management
14 13 (9.22%) Performance Tuning
14 13 (9.22%) PRINCE2
Programming Languages
1 96 (68.09%) SQL
2 36 (25.53%) PL/SQL
3 21 (14.89%) Java
4 11 (7.80%) PROC SQL
4 11 (7.80%) T-SQL
5 9 (6.38%) C
6 7 (4.96%) C#
7 5 (3.55%) PowerShell
8 4 (2.84%) Shell Script
9 3 (2.13%) Scala
10 2 (1.42%) JavaScript
10 2 (1.42%) Python
11 1 (0.71%) Bash Shell
11 1 (0.71%) Perl
Qualifications
1 11 (7.80%) Degree
2 10 (7.09%) SAS Certification
3 7 (4.96%) PMI Certification
3 7 (4.96%) PMP
4 2 (1.42%) Computer Science Degree
4 2 (1.42%) MCITP
4 2 (1.42%) MCTS
4 2 (1.42%) Microsoft Certification
5 1 (0.71%) SC Cleared
5 1 (0.71%) Security Cleared
Quality Assurance & Compliance
1 42 (29.79%) Data Quality
2 16 (11.35%) QA
System Software
1 2 (1.42%) HDFS
2 1 (0.71%) Active Directory
2 1 (0.71%) Apache Flume
2 1 (0.71%) Hyper-V
Systems Management
1 1 (0.71%) Oozie
Vendors
1 41 (29.08%) Oracle
2 36 (25.53%) Microsoft
3 23 (16.31%) Murex
4 17 (12.06%) Tableau
5 8 (5.67%) Talend
6 7 (4.96%) Informatica
7 5 (3.55%) Google
8 4 (2.84%) Cloudera
8 4 (2.84%) Cognos
8 4 (2.84%) RedGate
9 3 (2.13%) Cisco
9 3 (2.13%) IBM
9 3 (2.13%) Sage
10 2 (1.42%) Alteryx
10 2 (1.42%) Salesforce.com
10 2 (1.42%) Sun
11 1 (0.71%) Bloomberg
11 1 (0.71%) SAP
11 1 (0.71%) SunGard
11 1 (0.71%) Sybase
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