Period
to 19 November 2017

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 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Mart
UK > England
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 1019 997 1023
Rank change year-on-year -22 +26 0
Permanent jobs citing Data Mart 129 192 244
As % of all permanent IT jobs advertised in England 0.077% 0.11% 0.12%
As % of the Database & Business Intelligence category 0.26% 0.36% 0.38%
Number of salaries quoted 97 177 195
England median annual salary £52,500 £70,000 £52,500
Median salary % change year-on-year -25.00% +33.33% +9.38%
10th Percentile £36,250 £39,500 £36,250
90th Percentile £90,000 £96,000 £85,000
UK median annual salary £52,500 £70,000 £52,500
% change year-on-year -25.00% +33.33% +9.38%

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 advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 50431 52703 64925
As % of all permanent IT jobs advertised in England 30.18% 29.60% 31.58%
Number of salaries quoted 41886 45476 55166
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £29,000 £28,500
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +2.27%

Data Mart
Job Vacancy Trend in England

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

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 6 months to 19 November 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 6 months to 19 November 2017. 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
London -62 84 £67,500 -10.00% 1
Midlands +58 34 £50,000 +25.00%
West Midlands +39 33 £50,000 +25.00%
South East +54 10 £50,000 -13.04%
East of England +18 1 - -
East Midlands - 1 £50,000 -
Data Mart
UK

For the 6 months to 19 November 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.

1 107 (82.95%) SQL
2 91 (70.54%) Data Warehouse
3 77 (59.69%) Business Intelligence
4 57 (44.19%) Data Quality
5 50 (38.76%) Agile Software Development
6 47 (36.43%) Data Modelling
7 39 (30.23%) Dimensional Modelling
8 38 (29.46%) Oracle
9 34 (26.36%) PL/SQL
9 34 (26.36%) Scrum
10 31 (24.03%) Tableau
11 29 (22.48%) Analytics
11 29 (22.48%) ETL
12 27 (20.93%) Finance
12 27 (20.93%) Kimball Methodology
13 26 (20.16%) Visualisation
14 25 (19.38%) Amazon AWS
14 25 (19.38%) Data Integration
14 25 (19.38%) SQL Server
15 24 (18.60%) Microsoft
16 23 (17.83%) SAS
16 23 (17.83%) Stakeholder Management
17 21 (16.28%) QA
17 21 (16.28%) User Stories
18 20 (15.50%) Oracle Database
18 20 (15.50%) Performance Tuning
19 19 (14.73%) Data Management
20 18 (13.95%) Microsoft Excel
20 18 (13.95%) Marketing
20 18 (13.95%) Degree

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 23 (17.83%) SAS
2 3 (2.33%) Apache Spark
3 2 (1.55%) Apache
3 2 (1.55%) Apache Pig
4 1 (0.78%) Apache Solr
4 1 (0.78%) Drupal
Applications
1 18 (13.95%) Microsoft Excel
2 14 (10.85%) Microsoft Office
2 14 (10.85%) Microsoft PowerPoint
3 13 (10.08%) MS Visio
4 1 (0.78%) SPSS
4 1 (0.78%) SPSS Modeler
Business Applications
1 2 (1.55%) SAP ERP
2 1 (0.78%) SAP MDG
2 1 (0.78%) SAP MDM
Cloud Services
1 25 (19.38%) Amazon AWS
2 16 (12.40%) Microsoft Azure
3 4 (3.10%) Google Cloud Platform
4 2 (1.55%) Cortana Intelligence Suite
5 1 (0.78%) Azure Data Factory
Communications & Networking
1 1 (0.78%) HTTP
1 1 (0.78%) NetScaler
Database & Business Intelligence
1 91 (70.54%) Data Warehouse
2 25 (19.38%) SQL Server
3 20 (15.50%) Oracle Database
4 17 (13.18%) Enterprise Data Warehouse
4 17 (13.18%) QlikView
5 16 (12.40%) BusinessObjects
6 15 (11.63%) Amazon RDS
6 15 (11.63%) Amazon Redshift
6 15 (11.63%) Oracle Database 12c
6 15 (11.63%) Qlik Sense
7 14 (10.85%) Base SAS
7 14 (10.85%) PostgreSQL
8 12 (9.30%) OLAP
9 11 (8.53%) SQL Server Integration Services
10 10 (7.75%) SQL Server Reporting Services
11 9 (6.98%) Star Schema
12 8 (6.20%) Big Data
13 7 (5.43%) SQL Server 2016
14 5 (3.88%) Data Lake
14 5 (3.88%) SQL Server Analysis Services
Development Applications
1 16 (12.40%) ProC
2 14 (10.85%) Talend Open Studio
3 3 (2.33%) ERwin
4 2 (1.55%) SQL Server Management Studio (SSMS)
5 1 (0.78%) Git (software)
5 1 (0.78%) Oracle Forms
5 1 (0.78%) Subversion
5 1 (0.78%) Visual Studio
General
1 27 (20.93%) Finance
2 18 (13.95%) Marketing
3 10 (7.75%) Banking
4 7 (5.43%) Games
5 2 (1.55%) Back Office
5 2 (1.55%) Front Office
5 2 (1.55%) Retail
6 1 (0.78%) Financial Institution
6 1 (0.78%) Legal
Job Titles
1 63 (48.84%) Developer
2 36 (27.91%) Analyst
3 22 (17.05%) Data Warehouse Developer
4 21 (16.28%) Data Warehouse Analyst
5 19 (14.73%) Business Analyst
5 19 (14.73%) Data Warehouse Business Analyst
6 18 (13.95%) Data Analyst
7 17 (13.18%) Data Business Analyst
8 15 (11.63%) SAS Developer
9 13 (10.08%) Oracle Developer
9 13 (10.08%) SQL Developer
10 11 (8.53%) Business Intelligence Manager
10 11 (8.53%) Business Intelligence Project Manager
10 11 (8.53%) Oracle Data Warehouse Developer
10 11 (8.53%) Project Manager
10 11 (8.53%) QlikView Developer
11 10 (7.75%) PL/SQL Developer
12 9 (6.98%) Consultant
13 8 (6.20%) Murex Consultant
14 7 (5.43%) Senior Manager
Libraries, Frameworks & Software Standards
1 16 (12.40%) Murex MxML
2 9 (6.98%) XML
3 3 (2.33%) Spring
3 3 (2.33%) Web Services
4 2 (1.55%) .NET
4 2 (1.55%) JMS
4 2 (1.55%) MDX
4 2 (1.55%) Middleware
5 1 (0.78%) .NET Framework
5 1 (0.78%) AngularJS
5 1 (0.78%) CSS
5 1 (0.78%) HTML
5 1 (0.78%) Java EE
5 1 (0.78%) Spring Boot
Miscellaneous
1 15 (11.63%) Data Structures
2 11 (8.53%) PMI
3 10 (7.75%) Derivative
4 9 (6.98%) Analytical Skills
4 9 (6.98%) Credit Derivative
5 5 (3.88%) Greenfield Project
6 4 (3.10%) Foreign Exchange (FX)
7 3 (2.33%) Computer Science
7 3 (2.33%) Mashup
8 2 (1.55%) Enterprise Software
8 2 (1.55%) Fintech
8 2 (1.55%) Fixed Income
8 2 (1.55%) Hedge funds
8 2 (1.55%) Management Information System
9 1 (0.78%) Interest Rate Derivative
Operating Systems
1 14 (10.85%) Unix
2 10 (7.75%) Linux
3 1 (0.78%) Windows
Processes & Methodologies
1 77 (59.69%) Business Intelligence
2 50 (38.76%) Agile Software Development
3 47 (36.43%) Data Modelling
4 39 (30.23%) Dimensional Modelling
5 34 (26.36%) Scrum
6 29 (22.48%) Analytics
6 29 (22.48%) ETL
7 27 (20.93%) Kimball Methodology
8 26 (20.16%) Visualisation
9 25 (19.38%) Data Integration
10 23 (17.83%) Stakeholder Management
11 21 (16.28%) User Stories
12 20 (15.50%) Performance Tuning
13 19 (14.73%) Data Management
14 17 (13.18%) Quantitative Analysis
15 16 (12.40%) Project Management
16 15 (11.63%) Business Analytics
16 15 (11.63%) Time Management
16 15 (11.63%) User Acceptance Testing
17 12 (9.30%) Information Management
Programming Languages
1 107 (82.95%) SQL
2 34 (26.36%) PL/SQL
3 16 (12.40%) PROC SQL
4 15 (11.63%) Java
5 14 (10.85%) T-SQL
6 10 (7.75%) C
7 3 (2.33%) C#
8 2 (1.55%) Python
8 2 (1.55%) R
8 2 (1.55%) Shell Script
9 1 (0.78%) JavaScript
9 1 (0.78%) Perl
9 1 (0.78%) PHP
9 1 (0.78%) Scala
Qualifications
1 18 (13.95%) Degree
2 15 (11.63%) SAS Certification
3 11 (8.53%) PMI Certification
3 11 (8.53%) PMP
4 3 (2.33%) Computer Science Degree
5 2 (1.55%) Master's Degree
5 2 (1.55%) SC Cleared
5 2 (1.55%) Security Cleared
6 1 (0.78%) MCITP
6 1 (0.78%) MCTS
6 1 (0.78%) Microsoft Certification
Quality Assurance & Compliance
1 57 (44.19%) Data Quality
2 21 (16.28%) QA
3 1 (0.78%) SLA
System Software
1 2 (1.55%) HDFS
Systems Management
1 1 (0.78%) ITRS Geneos
1 1 (0.78%) Tivoli
Vendors
1 38 (29.46%) Oracle
2 31 (24.03%) Tableau
3 24 (18.60%) Microsoft
4 16 (12.40%) Murex
5 14 (10.85%) Talend
6 4 (3.10%) Alteryx
6 4 (3.10%) Google
7 3 (2.33%) Cognos
7 3 (2.33%) Informatica
7 3 (2.33%) SAP
8 1 (0.78%) ION Trading
8 1 (0.78%) LANSA
8 1 (0.78%) RedGate
8 1 (0.78%) SunGard
8 1 (0.78%) Sybase
8 1 (0.78%) Wallstreet Suite