Period
to 20 April 2018

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 6 months to 20 April 2018 with a comparison to the same period in the previous 2 years.

Data Mart
UK
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 1127 988 1034
Rank change year-on-year -139 +46 +91
Permanent jobs citing Data Mart 76 183 254
As % of all permanent IT jobs advertised in the UK 0.043% 0.11% 0.12%
As % of the Database & Business Intelligence category 0.14% 0.35% 0.39%
Number of salaries quoted 64 143 186
UK median annual salary £57,500 £62,500 £52,500
Median salary % change year-on-year -8.00% +19.05% -7.89%
10th Percentile £35,750 £37,350 £38,850
90th Percentile £81,000 £99,000 £82,500
UK excluding London median annual salary £40,000 £45,000 £47,500
% change year-on-year -11.11% -5.26% +2.15%

Data Mart is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 54,362 52,785 64,336
As % of all permanent IT jobs advertised in the UK 30.63% 30.59% 31.44%
Number of salaries quoted 45,302 45,019 54,696
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £30,500 £29,750 £28,750
90th Percentile £80,000 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £42,000
% change year-on-year - +1.19% +5.00%

Data Mart
Job Vacancy Trend

Job postings citing Data Mart as a percentage of all IT jobs advertised.

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 6 months to 20 April 2018.

Salary histogram for Data Mart in the UK

Data Mart
Top 12 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 6 months to 20 April 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -102 76 £57,500 -8.00% 8
London -74 55 £67,500 -14.29% 1
UK excluding London -66 21 £40,000 -11.11% 7
North of England 0 8 £40,000 -5.88% 2
North West -11 6 £40,000 +14.29%
South West -13 6 £34,000 -10.53%
South East +4 3 £47,500 -52.50% 5
East of England -1 3 £61,250 -5.77%
Yorkshire +24 1 £52,500 +23.53% 2
Midlands -40 1 £45,000 -
West Midlands -46 1 £45,000 -
North East - 1 £40,000 -

For the 6 months to 20 April 2018, IT jobs citing Data Mart also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Data Mart.

1 66 (86.84%) SQL
2 54 (71.05%) Business Intelligence
3 50 (65.79%) Data Warehouse
4 39 (51.32%) Data Modelling
5 32 (42.11%) ETL
6 25 (32.89%) Analytics
7 24 (31.58%) Agile Software Development
8 23 (30.26%) OLAP
8 23 (30.26%) Amazon AWS
9 21 (27.63%) Degree
10 20 (26.32%) Dimensional Modelling
10 20 (26.32%) Amazon Redshift
11 19 (25.00%) Relational Database
11 19 (25.00%) Data Quality
11 19 (25.00%) Finance
12 18 (23.68%) Scrum
12 18 (23.68%) Data Analysis
12 18 (23.68%) Marketing
13 17 (22.37%) QA
14 16 (21.05%) Qlik Sense
15 14 (18.42%) Management Information System
15 14 (18.42%) Analytical Skills
15 14 (18.42%) Performance Tuning
16 13 (17.11%) Amazon RDS
16 13 (17.11%) SQL Server Integration Services
16 13 (17.11%) Perl
17 12 (15.79%) PL/SQL
17 12 (15.79%) SQL Server
17 12 (15.79%) JavaScript
17 12 (15.79%) BusinessObjects

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 8 (10.53%) Elasticsearch
2 2 (2.63%) SAS
3 1 (1.32%) Confluence
Applications
1 1 (1.32%) Microsoft PowerPoint
Business Applications
1 4 (5.26%) Sage 200
2 3 (3.95%) Markit EDM
2 3 (3.95%) SAP ERP
3 1 (1.32%) Cognos Business Intelligence
3 1 (1.32%) PeopleSoft HRMS
3 1 (1.32%) SAP MDG
3 1 (1.32%) SAP MDM
Cloud Services
1 23 (30.26%) Amazon AWS
2 7 (9.21%) Google Cloud Platform
3 5 (6.58%) Google Analytics
4 1 (1.32%) Microsoft Azure
Communications & Networking
1 1 (1.32%) IMAP
Database & Business Intelligence
1 50 (65.79%) Data Warehouse
2 23 (30.26%) OLAP
3 20 (26.32%) Amazon Redshift
4 19 (25.00%) Relational Database
5 16 (21.05%) Qlik Sense
6 13 (17.11%) Amazon RDS
6 13 (17.11%) SQL Server Integration Services
7 12 (15.79%) BusinessObjects
7 12 (15.79%) PostgreSQL
7 12 (15.79%) QlikView
7 12 (15.79%) SQL Server
8 11 (14.47%) Big Data
9 9 (11.84%) BigQuery
10 8 (10.53%) Enterprise Data Warehouse
10 8 (10.53%) SQL Server Reporting Services
11 6 (7.89%) RDBMS
12 5 (6.58%) Data Lake
12 5 (6.58%) SQL Server Analysis Services
13 4 (5.26%) Oracle OLAP
13 4 (5.26%) SAP BW
Development Applications
1 5 (6.58%) ERwin
2 3 (3.95%) ER Studio
3 1 (1.32%) Atlassian Bamboo
3 1 (1.32%) JIRA
General
1 19 (25.00%) Finance
2 18 (23.68%) Marketing
3 8 (10.53%) Advertising
3 8 (10.53%) Pharmaceutical
4 6 (7.89%) Back Office
4 6 (7.89%) Banking
5 5 (6.58%) Front Office
6 3 (3.95%) Games
6 3 (3.95%) International Banking
7 1 (1.32%) Investment Banking
7 1 (1.32%) Retail
Job Titles
1 40 (52.63%) Developer
2 27 (35.53%) Analyst
3 19 (25.00%) Business Intelligence Developer
4 16 (21.05%) Business Analyst
5 13 (17.11%) Data Analyst
5 13 (17.11%) SQL Developer
6 12 (15.79%) QlikView Developer
6 12 (15.79%) SQL BI Developer
7 10 (13.16%) ETL Developer
8 9 (11.84%) Business Intelligence Analyst
9 8 (10.53%) Business Developer
9 8 (10.53%) Business Intelligence Business Analyst
9 8 (10.53%) Data Business Analyst
9 8 (10.53%) Data Warehouse Analyst
9 8 (10.53%) Data Warehouse Business Analyst
10 6 (7.89%) Agile Developer
10 6 (7.89%) Data Warehouse Developer
10 6 (7.89%) T-SQL Developer
11 5 (6.58%) Murex Analyst
12 4 (5.26%) SAP Developer
Libraries, Frameworks & Software Standards
1 8 (10.53%) Sphinx
2 7 (9.21%) Murex MxML
3 6 (7.89%) RESTful
4 2 (2.63%) .NET
4 2 (2.63%) Web Services
5 1 (1.32%) .NET Core
5 1 (1.32%) .NET Framework
5 1 (1.32%) ASP.NET
5 1 (1.32%) CSS
5 1 (1.32%) HTML
5 1 (1.32%) jQuery
5 1 (1.32%) JSON
5 1 (1.32%) MDX
5 1 (1.32%) Middleware
5 1 (1.32%) Murex Flex
5 1 (1.32%) SOAP
5 1 (1.32%) XML
5 1 (1.32%) XSLT
Miscellaneous
1 14 (18.42%) Analytical Skills
1 14 (18.42%) Management Information System
2 8 (10.53%) iPad
2 8 (10.53%) Life Science
3 6 (7.89%) Greenfield Project
4 5 (6.58%) Derivative
4 5 (6.58%) Foreign Exchange (FX)
5 2 (2.63%) Credit Derivative
5 2 (2.63%) Self-Motivation
6 1 (1.32%) Data Structures
6 1 (1.32%) Equities
6 1 (1.32%) Equity Derivative
6 1 (1.32%) Fintech
6 1 (1.32%) Fixed Income
6 1 (1.32%) Interest Rate Derivative
6 1 (1.32%) User Experience
6 1 (1.32%) Wiki
Operating Systems
1 8 (10.53%) Linux
1 8 (10.53%) Unix
Processes & Methodologies
1 54 (71.05%) Business Intelligence
2 39 (51.32%) Data Modelling
3 32 (42.11%) ETL
4 25 (32.89%) Analytics
5 24 (31.58%) Agile Software Development
6 20 (26.32%) Dimensional Modelling
7 18 (23.68%) Data Analysis
7 18 (23.68%) Scrum
8 14 (18.42%) Performance Tuning
9 12 (15.79%) Kimball Methodology
10 10 (13.16%) Problem-Solving
11 9 (11.84%) Dashboard Development
12 8 (10.53%) Actionable Insight
12 8 (10.53%) Data Architecture
12 8 (10.53%) Data Governance
12 8 (10.53%) Data Visualisation
12 8 (10.53%) Mobile Device Management
12 8 (10.53%) Predictive Analysis
12 8 (10.53%) User Stories
12 8 (10.53%) Visualisation
Programming Languages
1 66 (86.84%) SQL
2 13 (17.11%) Perl
3 12 (15.79%) JavaScript
3 12 (15.79%) PL/SQL
4 10 (13.16%) T-SQL
5 9 (11.84%) Python
6 8 (10.53%) C#
6 8 (10.53%) Shell Script
7 6 (7.89%) Java
8 3 (3.95%) C
9 1 (1.32%) ABAP
9 1 (1.32%) AWK
9 1 (1.32%) PowerShell
Qualifications
1 21 (27.63%) Degree
2 9 (11.84%) Microsoft Certification
3 8 (10.53%) MCSD
3 8 (10.53%) Microsoft Certified Architect
4 3 (3.95%) SC Cleared
4 3 (3.95%) Security Cleared
5 1 (1.32%) MCSA
5 1 (1.32%) MCSE
Quality Assurance & Compliance
1 19 (25.00%) Data Quality
2 17 (22.37%) QA
3 1 (1.32%) PMO
System Software
1 1 (1.32%) Docker
Systems Management
1 8 (10.53%) Single Sign-On
2 2 (2.63%) Control-M
2 2 (2.63%) ITRS Geneos
Vendors
1 11 (14.47%) SAP
2 10 (13.16%) Murex
3 8 (10.53%) Google
3 8 (10.53%) MicroStrategy
4 7 (9.21%) Tableau
4 7 (9.21%) Talend
5 6 (7.89%) Oracle
6 4 (5.26%) Informatica
6 4 (5.26%) Microsoft
6 4 (5.26%) Sage
7 3 (3.95%) Sybase
8 1 (1.32%) Alteryx
8 1 (1.32%) Cognos
8 1 (1.32%) Hyperion
8 1 (1.32%) ION Trading
8 1 (1.32%) PeopleSoft
8 1 (1.32%) Splunk
8 1 (1.32%) Wallstreet Suite