Period
to 24 August 2017

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 24 August 2017 with a comparison to the same period in the previous 2 years.

Data Mart
UK
6 months to
24 Aug 2017
Same period 2016 Same period 2015
Rank 1034 1063 1054
Rank change year-on-year +29 -9 +4
Permanent jobs citing Data Mart 141 182 237
As % of all permanent IT jobs advertised in the UK 0.080% 0.093% 0.11%
As % of the Database & Business Intelligence category 0.26% 0.31% 0.34%
Number of salaries quoted 108 165 179
UK median annual salary £55,250 £62,500 £56,500
Median salary % change year-on-year -11.60% +10.62% +13.00%
10th Percentile £32,500 £40,400 £36,250
90th Percentile £110,000 £95,000 £86,250
UK excluding London median annual salary £49,500 £47,500 £45,000
% change year-on-year +4.21% +5.56% +5.88%

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 54006 58867 68752
As % of all permanent IT jobs advertised in the UK 30.73% 29.98% 31.75%
Number of salaries quoted 44752 50278 58002
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £30,000 £28,750 £27,500
90th Percentile £77,500 £75,000 £72,500
UK excluding London median annual salary £42,500 £41,000 £40,000
% change year-on-year +3.66% +2.50% -

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 24 August 2017.

Salary histogram for Data Mart in the UK

Data Mart
Top 10 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 24 August 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
England +29 138 £55,250 -11.60% 7
London -10 84 £77,500 +10.71% 5
UK excluding London +42 57 £49,500 +4.21% 3
Midlands +74 42 £45,000 -5.26%
West Midlands +68 42 £45,000 -5.26%
South East +83 7 £50,000 - 2
North of England -13 4 £35,000 -1.94%
North West -26 4 £35,000 -30.00%
Northern Ireland - 3 - -
South West +8 1 £55,000 +37.50%

For the 6 months to 24 August 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.

1 100 (70.92%) SQL
2 81 (57.45%) Data Warehouse
3 76 (53.90%) Business Intelligence
4 52 (36.88%) Data Quality
5 42 (29.79%) SQL Server
6 41 (29.08%) Oracle
7 37 (26.24%) Agile Software Development
8 36 (25.53%) Stakeholder Management
9 33 (23.40%) Finance
10 31 (21.99%) PL/SQL
10 31 (21.99%) Data Modelling
10 31 (21.99%) Microsoft
11 30 (21.28%) ETL
11 30 (21.28%) Analytics
12 29 (20.57%) Visualisation
12 29 (20.57%) Scrum
13 26 (18.44%) Tableau
13 26 (18.44%) Data Management
13 26 (18.44%) Dimensional Modelling
14 25 (17.73%) Murex MxML
14 25 (17.73%) Murex
15 23 (16.31%) SAS
15 23 (16.31%) Oracle Database
16 22 (15.60%) Java
17 21 (14.89%) Data Integration
17 21 (14.89%) Oracle Database 12c
18 20 (14.18%) Time Management
18 20 (14.18%) Unix
19 19 (13.48%) Project Management
19 19 (13.48%) Microsoft Azure

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 23 (16.31%) SAS
2 9 (6.38%) Apache Spark
3 3 (2.13%) Apache Pig
4 2 (1.42%) Apache
5 1 (0.71%) Apache Solr
Applications
1 18 (12.77%) Microsoft Excel
2 16 (11.35%) Microsoft Office
2 16 (11.35%) Microsoft PowerPoint
3 15 (10.64%) MS Visio
4 2 (1.42%) Microsoft Project
5 1 (0.71%) SPSS
5 1 (0.71%) SPSS Modeler
Business Applications
1 3 (2.13%) Sage 200
2 2 (1.42%) SAP ERP
Cloud Services
1 19 (13.48%) Microsoft Azure
2 9 (6.38%) Amazon AWS
3 3 (2.13%) Google Analytics
3 3 (2.13%) Google Cloud Platform
4 2 (1.42%) Cortana Intelligence Suite
5 1 (0.71%) Office 365
Communications & Networking
1 1 (0.71%) Broadband
Database & Business Intelligence
1 81 (57.45%) Data Warehouse
2 42 (29.79%) SQL Server
3 23 (16.31%) Oracle Database
4 21 (14.89%) Oracle Database 12c
5 16 (11.35%) Base SAS
5 16 (11.35%) SQL Server 2016
6 14 (9.93%) BusinessObjects
6 14 (9.93%) Relational Database
7 13 (9.22%) SQL Server Integration Services
7 13 (9.22%) SQL Server Reporting Services
8 12 (8.51%) Oracle BI EE
9 11 (7.80%) OLAP
9 11 (7.80%) Oracle Database 11g
10 10 (7.09%) Big Data
10 10 (7.09%) Enterprise Data Warehouse
11 9 (6.38%) Qlik Sense
12 7 (4.96%) Hadoop
12 7 (4.96%) RDBMS
13 5 (3.55%) PostgreSQL
13 5 (3.55%) SQL Server 2012
Development Applications
1 18 (12.77%) ProC
2 10 (7.09%) Talend Open Studio
3 3 (2.13%) ERwin
4 2 (1.42%) WiX
5 1 (0.71%) Visual Studio
General
1 33 (23.40%) Finance
2 10 (7.09%) Banking
2 10 (7.09%) Marketing
3 4 (2.84%) Front Office
3 4 (2.84%) Legal
4 2 (1.42%) Retail
5 1 (0.71%) Advertising
5 1 (0.71%) Telecoms
Job Titles
1 69 (48.94%) Developer
2 21 (14.89%) Analyst
3 16 (11.35%) Consultant
3 16 (11.35%) SAS Developer
4 15 (10.64%) Project Manager
5 14 (9.93%) Business Intelligence Manager
5 14 (9.93%) Business Intelligence Project Manager
5 14 (9.93%) Murex Consultant
6 13 (9.22%) Business Intelligence Developer
6 13 (9.22%) Senior Manager
6 13 (9.22%) Senior Project Manager
7 12 (8.51%) OBIEE Developer
8 11 (7.80%) Data Warehouse Analyst
8 11 (7.80%) Senior Developer
9 10 (7.09%) Data Analyst
9 10 (7.09%) Data Warehouse Developer
9 10 (7.09%) Oracle Developer
9 10 (7.09%) SQL Developer
10 9 (6.38%) Business Analyst
10 9 (6.38%) Data Architect
Libraries, Frameworks & Software Standards
1 25 (17.73%) Murex MxML
2 15 (10.64%) XML
3 5 (3.55%) .NET
4 3 (2.13%) FpML
4 3 (2.13%) Kafka
4 3 (2.13%) Spring
4 3 (2.13%) Struts
5 2 (1.42%) WCF
6 1 (0.71%) Middleware
6 1 (0.71%) Spark Streaming
6 1 (0.71%) Web Services
6 1 (0.71%) XSLT
Miscellaneous
1 19 (13.48%) Data Structures
2 17 (12.06%) Derivative
3 14 (9.93%) Credit Derivative
4 12 (8.51%) PMI
5 9 (6.38%) Analytical Skills
6 8 (5.67%) Fintech
7 3 (2.13%) Computer Science
7 3 (2.13%) Fixed Income
7 3 (2.13%) Hedge funds
7 3 (2.13%) Management Information System
8 2 (1.42%) Algorithms
8 2 (1.42%) Foreign Exchange (FX)
8 2 (1.42%) Wiki
9 1 (0.71%) Greenfield Project
9 1 (0.71%) Mashup
Operating Systems
1 20 (14.18%) Unix
2 14 (9.93%) Linux
3 2 (1.42%) Windows
4 1 (0.71%) Windows 10
Processes & Methodologies
1 76 (53.90%) Business Intelligence
2 37 (26.24%) Agile Software Development
3 36 (25.53%) Stakeholder Management
4 31 (21.99%) Data Modelling
5 30 (21.28%) Analytics
5 30 (21.28%) ETL
6 29 (20.57%) Scrum
6 29 (20.57%) Visualisation
7 26 (18.44%) Data Management
7 26 (18.44%) Dimensional Modelling
8 21 (14.89%) Data Integration
9 20 (14.18%) Time Management
10 19 (13.48%) Project Management
11 16 (11.35%) PRINCE
12 15 (10.64%) Business Analytics
12 15 (10.64%) Information Management
12 15 (10.64%) Kimball Methodology
13 14 (9.93%) Performance Analysis
13 14 (9.93%) Performance Tuning
13 14 (9.93%) PRINCE2
Programming Languages
1 100 (70.92%) SQL
2 31 (21.99%) PL/SQL
3 22 (15.60%) Java
4 18 (12.77%) PROC SQL
5 16 (11.35%) C
6 9 (6.38%) T-SQL
7 6 (4.26%) Python
8 4 (2.84%) C#
8 4 (2.84%) Perl
9 2 (1.42%) PowerShell
9 2 (1.42%) R
9 2 (1.42%) Scala
9 2 (1.42%) Shell Script
10 1 (0.71%) Bash Shell
Qualifications
1 17 (12.06%) SAS Certification
2 12 (8.51%) Degree
2 12 (8.51%) PMI Certification
2 12 (8.51%) PMP
3 3 (2.13%) Computer Science Degree
4 2 (1.42%) Master's Degree
4 2 (1.42%) SC Cleared
4 2 (1.42%) Security Cleared
5 1 (0.71%) MCITP
5 1 (0.71%) MCTS
5 1 (0.71%) Microsoft Certification
Quality Assurance & Compliance
1 52 (36.88%) Data Quality
2 15 (10.64%) QA
System Software
1 3 (2.13%) 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 31 (21.99%) Microsoft
3 26 (18.44%) Tableau
4 25 (17.73%) Murex
5 10 (7.09%) Talend
6 5 (3.55%) Informatica
7 4 (2.84%) Alteryx
7 4 (2.84%) Cloudera
8 3 (2.13%) Cisco
8 3 (2.13%) Google
8 3 (2.13%) IBM
8 3 (2.13%) Sage
9 2 (1.42%) SAP
10 1 (0.71%) Cognos
10 1 (0.71%) RedGate
10 1 (0.71%) SunGard
10 1 (0.71%) Sybase
10 1 (0.71%) Teradata