The following table provides summary statistics for permanent job vacancies 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 22 June 2017 with a comparison to the same period in the previous 2 years.

Data Mart
UK
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 803 865 854
Rank change year-on-year +62 -11  
Permanent jobs citing Data Mart 71 82 134
As % of all permanent IT jobs advertised in the UK 0.080% 0.083% 0.12%
As % of the Database & Business Intelligence category 0.26% 0.28% 0.37%
Number of salaries quoted 55 72 104
Median salary £57,500 £53,750 £55,750
Median salary % change year-on-year +6.97% -3.58%  
90% offered a salary of more than £33,500 £42,050 £35,000
10% offered a salary of more than £100,000 £85,000 £80,000
UK excluding London median salary £48,875 £47,500 £46,500
% change year-on-year +2.89% +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 with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
UK
Permanent job vacancies with a requirement for database and business intelligence skills 27432 29570 36350
As % of all permanent IT job vacancies advertised in the UK 30.88% 29.98% 32.77%
Number of salaries quoted 23131 25206 30679
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 £31,500
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Data Mart
Job Vacancy Trend

The job posting trend of jobs advertised 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 the UK

Data Mart
Salary Trend

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

Salary trend for Data Mart in the UK

Data Mart
Salary Histogram

The salary distribution of IT jobs citing Data Mart over the 3 months to 22 June 2017.

Salary histogram for Data Mart in the UK

Data Mart
Top 18 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 22 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
England +39 68 £57,500 +6.97% 7
London +20 43 £70,000 +12.00% 7
West Midlands +32 21 £46,375 -2.36%
Birmingham - 9 £57,500 -
West Bromwich +9 8 £42,500 -10.52%
City of London +20 7 £68,250 +9.20% 3
Walsall - 3 £55,500 -
Northern Ireland - 3 - -
County Antrim - 3 - -
Belfast - 3 - -
Manchester -29 2 £46,250 +15.62%
North West -40 2 £46,250 +15.62%
South East +36 1 £47,500 -5.00%
South West +4 1 £55,000 +15.78%
West End of London +1 1 £42,500 -34.61%
Portsmouth - 1 £47,500 -
Hampshire - 1 £47,500 -
Bristol - 1 £55,000 -

For the 6 months to 22 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 with a requirement for Data Mart.

1 103 (69.59%) SQL
2 86 (58.11%) Business Intelligence
3 83 (56.08%) Data Warehouse
4 46 (31.08%) Oracle
5 44 (29.73%) SQL Server
6 41 (27.70%) PL/SQL
7 40 (27.03%) Stakeholder Management
7 40 (27.03%) Data Quality
8 39 (26.35%) Finance
9 36 (24.32%) ETL
9 36 (24.32%) Microsoft
10 35 (23.65%) Data Modelling
11 34 (22.97%) Agile Software Development
12 28 (18.92%) Scrum
13 24 (16.22%) Murex
13 24 (16.22%) Java
13 24 (16.22%) Visualisation
13 24 (16.22%) Analytics
14 23 (15.54%) Oracle Database
14 23 (15.54%) Data Management
15 22 (14.86%) Murex MxML
15 22 (14.86%) Oracle BI EE
16 20 (13.51%) Relational Database
16 20 (13.51%) Dimensional Modelling
17 19 (12.84%) Data Integration
17 19 (12.84%) SQL Server Integration Services
17 19 (12.84%) E-business
17 19 (12.84%) Unix
18 18 (12.16%) SAS
18 18 (12.16%) SQL Server Reporting Services

Data Mart
Co-occurring 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 18 (12.16%) SAS
2 10 (6.76%) Apache Spark
3 2 (1.35%) Apache
3 2 (1.35%) Apache Pig
3 2 (1.35%) OpenStack
4 1 (0.68%) SharePoint
4 1 (0.68%) SharePoint Server
Applications
1 14 (9.46%) Microsoft Excel
2 11 (7.43%) Microsoft Office
2 11 (7.43%) Microsoft PowerPoint
3 10 (6.76%) MS Visio
4 6 (4.05%) Microsoft Project
5 1 (0.68%) SPSS
5 1 (0.68%) SPSS Modeler
Business Applications
1 3 (2.03%) Sage 200
2 1 (0.68%) Bloomberg TOMS
2 1 (0.68%) SAP ERP
Cloud Services
1 18 (12.16%) Microsoft Azure
2 8 (5.41%) Amazon AWS
3 4 (2.70%) Google Cloud Platform
4 3 (2.03%) Google Analytics
5 2 (1.35%) Amazon EMR
5 2 (1.35%) GitHub
6 1 (0.68%) Office 365
6 1 (0.68%) SaaS
Communications & Networking
1 1 (0.68%) Broadband
Database & Business Intelligence
1 83 (56.08%) Data Warehouse
2 44 (29.73%) SQL Server
3 23 (15.54%) Oracle Database
4 22 (14.86%) Oracle BI EE
5 20 (13.51%) Relational Database
6 19 (12.84%) SQL Server Integration Services
7 18 (12.16%) Oracle Database 12c
7 18 (12.16%) SQL Server Reporting Services
8 17 (11.49%) SQL Server 2016
9 15 (10.14%) BusinessObjects
10 13 (8.78%) Big Data
10 13 (8.78%) RDBMS
11 11 (7.43%) Oracle Database 11g
12 10 (6.76%) Enterprise Data Warehouse
12 10 (6.76%) OLAP
12 10 (6.76%) SQL Server Analysis Services
13 9 (6.08%) Base SAS
14 8 (5.41%) Hadoop
14 8 (5.41%) SQL Server 2012
15 7 (4.73%) Oracle Reports
Development Applications
1 10 (6.76%) ProC
2 8 (5.41%) Talend Open Studio
3 4 (2.70%) WiX
4 3 (2.03%) ERwin
4 3 (2.03%) Visual Studio
5 2 (1.35%) Git (software)
5 2 (1.35%) Jenkins
General
1 39 (26.35%) Finance
2 10 (6.76%) Marketing
3 6 (4.05%) Banking
4 5 (3.38%) Front Office
4 5 (3.38%) Legal
5 3 (2.03%) Advertising
5 3 (2.03%) Investment Banking
6 2 (1.35%) Back Office
7 1 (0.68%) Retail
7 1 (0.68%) Telecoms
Job Titles
1 74 (50.00%) Developer
2 24 (16.22%) Business Intelligence Developer
3 23 (15.54%) Analyst
4 22 (14.86%) Senior Developer
5 21 (14.19%) OBIEE Developer
6 17 (11.49%) Senior Business Intelligence Developer
7 16 (10.81%) Senior OBIEE Developer
8 14 (9.46%) Project Manager
9 13 (8.78%) Business Intelligence Manager
9 13 (8.78%) Business Intelligence Project Manager
9 13 (8.78%) SQL Developer
10 11 (7.43%) Architect
10 11 (7.43%) Consultant
10 11 (7.43%) Data Analyst
10 11 (7.43%) Data Architect
10 11 (7.43%) Data Warehouse Analyst
11 10 (6.76%) Data Warehouse Developer
11 10 (6.76%) Murex Developer
11 10 (6.76%) Oracle Developer
12 9 (6.08%) SAS Developer
Libraries, Frameworks & Software Standards
1 22 (14.86%) Murex MxML
2 11 (7.43%) XML
3 9 (6.08%) .NET
4 4 (2.70%) WCF
5 3 (2.03%) FpML
5 3 (2.03%) Kafka
5 3 (2.03%) Spring
5 3 (2.03%) Struts
6 2 (1.35%) .NET Framework
6 2 (1.35%) COM
6 2 (1.35%) Lambda Expressions
7 1 (0.68%) Middleware
7 1 (0.68%) Spark Streaming
7 1 (0.68%) XSLT
Miscellaneous
1 13 (8.78%) Data Structures
2 10 (6.76%) Derivative
3 9 (6.08%) Analytical Skills
4 8 (5.41%) Fintech
5 7 (4.73%) Credit Derivative
5 7 (4.73%) PMI
6 4 (2.70%) Wiki
7 3 (2.03%) Management Information System
8 2 (1.35%) Algorithms
8 2 (1.35%) Computer Science
8 2 (1.35%) Fixed Income
8 2 (1.35%) Foreign Exchange (FX)
8 2 (1.35%) Greenfield Project
8 2 (1.35%) Hedge funds
9 1 (0.68%) Clustering
9 1 (0.68%) Credit Risk
9 1 (0.68%) Replication
9 1 (0.68%) SWIFT
Operating Systems
1 19 (12.84%) Unix
2 9 (6.08%) Linux
3 6 (4.05%) Windows
4 2 (1.35%) Windows Server
4 2 (1.35%) Windows Server 2012
5 1 (0.68%) Solaris
5 1 (0.68%) Windows 10
Processes & Methodologies
1 86 (58.11%) Business Intelligence
2 40 (27.03%) Stakeholder Management
3 36 (24.32%) ETL
4 35 (23.65%) Data Modelling
5 34 (22.97%) Agile Software Development
6 28 (18.92%) Scrum
7 24 (16.22%) Analytics
7 24 (16.22%) Visualisation
8 23 (15.54%) Data Management
9 20 (13.51%) Dimensional Modelling
10 19 (12.84%) Data Integration
10 19 (12.84%) E-business
11 14 (9.46%) Business Analytics
11 14 (9.46%) Performance Tuning
11 14 (9.46%) PRINCE
11 14 (9.46%) Project Management
11 14 (9.46%) Time Management
11 14 (9.46%) Workflow
12 13 (8.78%) Information Management
12 13 (8.78%) Kimball Methodology
Programming Languages
1 103 (69.59%) SQL
2 41 (27.70%) PL/SQL
3 24 (16.22%) Java
4 11 (7.43%) T-SQL
5 10 (6.76%) PROC SQL
6 8 (5.41%) C
6 8 (5.41%) C#
7 6 (4.05%) PowerShell
8 5 (3.38%) Python
9 4 (2.70%) Perl
9 4 (2.70%) Shell Script
10 3 (2.03%) Scala
11 2 (1.35%) JavaScript
12 1 (0.68%) Bash Shell
12 1 (0.68%) PHP
Qualifications
1 11 (7.43%) Degree
2 9 (6.08%) SAS Certification
3 7 (4.73%) PMI Certification
3 7 (4.73%) PMP
4 3 (2.03%) MCITP
4 3 (2.03%) MCTS
4 3 (2.03%) Microsoft Certification
5 2 (1.35%) Computer Science Degree
6 1 (0.68%) Oracle Certification
6 1 (0.68%) SC Cleared
6 1 (0.68%) Security Cleared
Quality Assurance & Compliance
1 40 (27.03%) Data Quality
2 16 (10.81%) QA
System Software
1 2 (1.35%) HDFS
2 1 (0.68%) Active Directory
2 1 (0.68%) Apache Flume
2 1 (0.68%) Hyper-V
2 1 (0.68%) VMware Infrastructure
Systems Management
1 1 (0.68%) Oozie
Vendors
1 46 (31.08%) Oracle
2 36 (24.32%) Microsoft
3 24 (16.22%) Murex
4 18 (12.16%) Tableau
5 8 (5.41%) Talend
6 7 (4.73%) Informatica
7 6 (4.05%) Cognos
7 6 (4.05%) Google
8 5 (3.38%) RedGate
9 4 (2.70%) Cloudera
10 3 (2.03%) Cisco
10 3 (2.03%) IBM
10 3 (2.03%) Sage
10 3 (2.03%) SAP
11 2 (1.35%) Alteryx
11 2 (1.35%) Salesforce.com
11 2 (1.35%) Sun
12 1 (0.68%) Birst
12 1 (0.68%) SunGard
12 1 (0.68%) Sybase
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