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 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Mart
UK
Rank 783 818 871
Rank change year-on-year +35 +53  
Permanent jobs citing Data Mart 77 138 95
As % of all permanent IT jobs advertised in the UK 0.092% 0.13% 0.089%
As % of the Database & Business Intelligence category 0.30% 0.43% 0.28%
Number of salaries quoted 63 99 75
Median salary £57,500 £52,500 £60,000
Median salary % change year-on-year +9.52% -12.50%  
90% offered a salary of more than £35,000 £45,000 £42,500
10% offered a salary of more than £95,000 £80,000 £80,000
UK excluding London median salary £47,250 £47,500 £46,500
% change year-on-year -0.52% +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 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 25710 31995 33336
As % of all permanent IT job vacancies advertised in the UK 30.63% 30.95% 31.32%
Number of salaries quoted 21778 27238 28247
Median salary £47,500 £50,000 £45,000
Median salary % change year-on-year -5.00% +11.11%  
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

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 26 March 2017.

Salary histogram for Data Mart in the UK

Data Mart
Top 21 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 26 March 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 +44 73 £60,000 +14.28% 16
London +39 45 £82,500 +53.48% 9
West Midlands +20 22 £49,500 +4.21% 2
West Bromwich +4 10 £30,000 -36.84% 1
Birmingham +22 9 £57,500 +64.28%
South East +57 3 £100,000 +116.21%
Berkshire +34 3 £100,000 +122.22%
Glasgow - 3 £45,000 -
Scotland - 3 £45,000 - 1
City of London +26 2 £76,625 -4.21% 3
Slough +25 2 £100,000 +122.22%
North West -17 2 £35,000 -36.36% 4
Manchester -21 2 £35,000 -36.36% 2
Walsall - 2 £52,875 - 1
South West +21 1 £55,000 +149.35%
Bristol +5 1 £55,000 +149.35%
Cardiff - 1 £43,000 -
Harrow - 1 £48,500 -
Reading - 1 - -
Wales - 1 £43,000 -
South Wales - 1 £43,000 -

Data Mart
Top 30 Related IT Skills

For the 6 months to 26 March 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.

1 128 (65.98%) Data Warehouse
2 115 (59.28%) Business Intelligence
3 112 (57.73%) SQL
4 72 (37.11%) ETL
5 67 (34.54%) Microsoft
5 67 (34.54%) SQL Server
5 67 (34.54%) Finance
6 60 (30.93%) MS Excel
7 56 (28.87%) Oracle
8 55 (28.35%) Data Modelling
9 50 (25.77%) SQL Server Reporting Services
10 48 (24.74%) Agile Software Development
11 41 (21.13%) Data Management
12 39 (20.10%) Analytics
13 38 (19.59%) SQL Server Integration Services
14 37 (19.07%) Data Quality
15 36 (18.56%) Relational Database
15 36 (18.56%) SQL Server Analysis Services
16 35 (18.04%) Data Integration
16 35 (18.04%) Scrum
16 35 (18.04%) Big Data
17 33 (17.01%) PL/SQL
18 31 (15.98%) Java
18 31 (15.98%) Stakeholder Management
18 31 (15.98%) Murex
19 27 (13.92%) Visualisation
20 26 (13.40%) .NET
21 25 (12.89%) Microsoft Azure
22 23 (11.86%) Data Governance
22 23 (11.86%) Performance Tuning

Data Mart
Top Related 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 (9.28%) Apache Spark
2 16 (8.25%) SAS
3 14 (7.22%) SharePoint
4 10 (5.15%) Apache
5 8 (4.12%) OpenStack
6 5 (2.58%) CMS
7 4 (2.06%) Apache Pig
7 4 (2.06%) SharePoint Server
8 2 (1.03%) SharePoint 2013
9 1 (0.52%) IIS
9 1 (0.52%) Oracle Workflow
Applications
1 60 (30.93%) MS Excel
2 16 (8.25%) MS Office
3 15 (7.73%) MS Project
4 10 (5.15%) MS PowerPoint
5 7 (3.61%) MS Visio
Business Applications
1 9 (4.64%) Dynamics CRM
2 2 (1.03%) Sage 200
3 1 (0.52%) Bloomberg TOMS
3 1 (0.52%) Dynamics AX
3 1 (0.52%) Oracle ERP
Cloud Services
1 25 (12.89%) Microsoft Azure
2 14 (7.22%) Amazon AWS
3 8 (4.12%) GitHub
4 6 (3.09%) Google Cloud Platform
5 4 (2.06%) SaaS
6 2 (1.03%) Amazon EMR
6 2 (1.03%) Azure Machine Learning
6 2 (1.03%) Google Analytics
7 1 (0.52%) Office 365
Communications & Networking
1 1 (0.52%) Extranet
Database & Business Intelligence
1 128 (65.98%) Data Warehouse
2 67 (34.54%) SQL Server
3 50 (25.77%) SQL Server Reporting Services
4 38 (19.59%) SQL Server Integration Services
5 36 (18.56%) Relational Database
5 36 (18.56%) SQL Server Analysis Services
6 35 (18.04%) Big Data
7 22 (11.34%) SQL Server 2012
7 22 (11.34%) SQL Server 2014
8 21 (10.82%) Hadoop
9 20 (10.31%) SQL Server 2016
10 17 (8.76%) Oracle BI EE
10 17 (8.76%) RDBMS
11 16 (8.25%) BusinessObjects
11 16 (8.25%) MySQL
12 14 (7.22%) Oracle Database
13 13 (6.70%) OLAP
14 12 (6.19%) Apache Hive
14 12 (6.19%) PowerPivot
15 11 (5.67%) CouchDB
Development Applications
1 9 (4.64%) Git (software)
2 8 (4.12%) Jenkins
3 6 (3.09%) ERwin
4 5 (2.58%) ProC
4 5 (2.58%) Visual Studio
4 5 (2.58%) WiX
5 3 (1.55%) Talend Open Studio
6 2 (1.03%) Oracle Forms
7 1 (0.52%) JUnit
General
1 67 (34.54%) Finance
2 20 (10.31%) Legal
3 17 (8.76%) Marketing
4 12 (6.19%) Back Office
4 12 (6.19%) Banking
5 10 (5.15%) Retail
6 6 (3.09%) Front Office
6 6 (3.09%) Investment Banking
7 4 (2.06%) Financial Institution
8 3 (1.55%) Advertising
8 3 (1.55%) Retail Banking
Job Titles
1 91 (46.91%) Developer
2 30 (15.46%) Business Intelligence Developer
3 27 (13.92%) Analyst
4 26 (13.40%) SQL Developer
5 22 (11.34%) Murex Developer
6 18 (9.28%) Architect
6 18 (9.28%) Data Architect
6 18 (9.28%) Project Manager
7 17 (8.76%) Business Intelligence Manager
7 17 (8.76%) Business Intelligence Project Manager
7 17 (8.76%) Report Developer
8 13 (6.70%) OBIEE Developer
9 12 (6.19%) Big Data Architect
9 12 (6.19%) Data Warehouse Developer
9 12 (6.19%) Lead Architect
9 12 (6.19%) Lead Data Architect
9 12 (6.19%) Oracle Developer
9 12 (6.19%) Senior Developer
10 11 (5.67%) Consultant
10 11 (5.67%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 26 (13.40%) .NET
2 19 (9.79%) Murex MxML
3 14 (7.22%) .NET Framework
4 8 (4.12%) XML
5 5 (2.58%) MDX
5 5 (2.58%) WCF
6 2 (1.03%) ASP.NET
6 2 (1.03%) COM
6 2 (1.03%) Lambda Expressions
6 2 (1.03%) Web Services
6 2 (1.03%) WinForms
7 1 (0.52%) J2EE
7 1 (0.52%) jQuery
7 1 (0.52%) JSON
7 1 (0.52%) Kafka
7 1 (0.52%) REST
7 1 (0.52%) SOAP
7 1 (0.52%) Spring
7 1 (0.52%) XSLT
Miscellaneous
1 18 (9.28%) Analytical Skills
2 11 (5.67%) Derivative
2 11 (5.67%) Fintech
2 11 (5.67%) Foreign Exchange (FX)
3 8 (4.12%) Data Structures
3 8 (4.12%) Wiki
4 6 (3.09%) Credit Derivative
5 5 (2.58%) Management Information System
6 4 (2.06%) Credit Risk
7 3 (1.55%) Computer Science
7 3 (1.55%) NHS
8 2 (1.03%) Algorithms
8 2 (1.03%) Interest Rate Derivative
8 2 (1.03%) PMI
9 1 (0.52%) Clustering
9 1 (0.52%) Fixed Income
9 1 (0.52%) Replication
9 1 (0.52%) SWIFT
Operating Systems
1 21 (10.82%) Unix
2 20 (10.31%) Windows
3 12 (6.19%) Windows Server
4 11 (5.67%) Windows Server 2012
5 6 (3.09%) Linux
6 2 (1.03%) Solaris
7 1 (0.52%) Windows 10
Processes & Methodologies
1 115 (59.28%) Business Intelligence
2 72 (37.11%) ETL
3 55 (28.35%) Data Modelling
4 48 (24.74%) Agile Software Development
5 41 (21.13%) Data Management
6 39 (20.10%) Analytics
7 35 (18.04%) Data Integration
7 35 (18.04%) Scrum
8 31 (15.98%) Stakeholder Management
9 27 (13.92%) Visualisation
10 23 (11.86%) Data Governance
10 23 (11.86%) Performance Tuning
11 21 (10.82%) Data Architecture
12 19 (9.79%) Project Management
13 18 (9.28%) ETL Development
14 17 (8.76%) Information Management
14 17 (8.76%) Mentoring
14 17 (8.76%) PRINCE2
15 16 (8.25%) PRINCE
16 15 (7.73%) Workflow
Programming Languages
1 112 (57.73%) SQL
2 33 (17.01%) PL/SQL
3 31 (15.98%) Java
4 23 (11.86%) T-SQL
5 19 (9.79%) C#
6 16 (8.25%) PowerShell
7 8 (4.12%) JavaScript
8 5 (2.58%) PROC SQL
8 5 (2.58%) Python
9 4 (2.06%) C
9 4 (2.06%) Perl
10 2 (1.03%) Data Analysis Expressions (DAX)
10 2 (1.03%) R
10 2 (1.03%) Scala
10 2 (1.03%) Shell Script
10 2 (1.03%) VB.NET
10 2 (1.03%) VBA
11 1 (0.52%) Bash Shell
11 1 (0.52%) Korn
11 1 (0.52%) PHP
Qualifications
1 14 (7.22%) Degree
2 7 (3.61%) MCITP
2 7 (3.61%) MCTS
2 7 (3.61%) Microsoft Certification
3 5 (2.58%) SAS Certification
4 2 (1.03%) PMI Certification
4 2 (1.03%) PMP
5 1 (0.52%) ITIL Certification
5 1 (0.52%) Oracle Certification
Quality Assurance & Compliance
1 37 (19.07%) Data Quality
2 14 (7.22%) QA
System Software
1 4 (2.06%) HDFS
2 2 (1.03%) Active Directory
3 1 (0.52%) Hyper-V
3 1 (0.52%) VMware Infrastructure
Systems Management
1 1 (0.52%) Control-M
Vendors
1 67 (34.54%) Microsoft
2 56 (28.87%) Oracle
3 31 (15.98%) Murex
4 15 (7.73%) Tableau
5 11 (5.67%) Informatica
5 11 (5.67%) RedGate
6 8 (4.12%) Google
7 7 (3.61%) Cognos
7 7 (3.61%) Sybase
8 5 (2.58%) Pega
8 5 (2.58%) SAP
8 5 (2.58%) Teradata
9 4 (2.06%) Birst
10 3 (1.55%) IBM
10 3 (1.55%) Talend
11 2 (1.03%) Hyperion
11 2 (1.03%) Sage
11 2 (1.03%) Salesforce.com
11 2 (1.03%) Sun
12 1 (0.52%) MicroStrategy
North West London
Hudson IT
Salary: £70000 - £75000 per annum + Bonus + Benefits
Posted: 2 days ago
London
Venturi
Salary: £80000.00 - £120000.00 per annum + Bonus & Benefits
Posted: 2 days ago
Walsall, West Midlands (County)
Certes Computing Ltd
Salary: £40500 - £60000 per annum + Car allowance 5.5k, Pension
Posted: 3 days ago
West Bromwich, West Midlands (County)
Latcom Ltd
Salary: From £35,000 to £40,000 per annum + Pension + Good Benefits
Posted: 2 days ago
Manchester, Lancashire
Adria Solutions Ltd
Salary: £30000 - £40000 per annum + Benefits
Posted: 5 days ago
City, London
Venturi
Salary: £65000 - £71500 per annum + benefits
Posted: 2 days ago
London
myBench Ltd
Salary: From £70,000 to £90,000 per annum
Posted: 6 days ago
Salford, Lancashire
BLM law
Salary: Competitive salary and company benefits
Posted: 19 days ago
London
TRG
Salary: 55000 Per Annum Plus excellent benefits
Posted: 21 days ago
London
Venturi
Salary: £70000.00 - £85000.00 per annum + Bonus & Benefits
Posted: 19 days ago
Durham, County Durham
Spring Technology
Salary: £30000.00 - £38000.00 per annum + Bonus + Benefits
Posted: 5 days ago