Period
to 22 February 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 22 February 2018 with a comparison to the same period in the previous 2 years.

Data Mart
UK
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 1076 1001 998
Rank change year-on-year -75 -3 +90
Permanent jobs citing Data Mart 116 185 294
As % of all permanent IT jobs advertised in the UK 0.066% 0.11% 0.14%
As % of the Database & Business Intelligence category 0.22% 0.35% 0.44%
Number of salaries quoted 90 157 226
UK median annual salary £52,500 £65,000 £52,500
Median salary % change year-on-year -19.23% +23.81% -4.55%
10th Percentile £37,375 £40,000 £36,250
90th Percentile £85,000 £95,000 £81,250
UK excluding London median annual salary £46,250 £50,500 £45,000
% change year-on-year -8.42% +12.22% -

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 53,866 52,722 66,612
As % of all permanent IT jobs advertised in the UK 30.59% 30.02% 31.74%
Number of salaries quoted 44,925 44,997 56,278
UK median annual salary £49,000 £47,500 £45,500
Median salary % change year-on-year +3.16% +4.40% +1.11%
10th Percentile £30,000 £29,750 £28,750
90th Percentile £77,500 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £41,375
% change year-on-year - +2.72% +3.44%

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 22 February 2018.

Salary histogram for Data Mart in the UK

Data Mart
Top 11 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 22 February 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 -61 116 £52,500 -19.23% 11
London -55 78 £67,500 -10.00% 5
UK excluding London -13 38 £46,250 -8.42% 7
Midlands 0 19 £50,000 - 1
West Midlands +9 18 £50,000 - 1
South East +5 7 £47,500 -17.39% 2
South West +4 6 £34,000 -8.11% 1
East of England +7 3 £61,250 -5.77%
North West +2 3 £40,000 +33.33% 1
North of England +1 3 £40,000 -5.88% 2
East Midlands - 1 £50,000 -

For the 6 months to 22 February 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.

1 104 (89.66%) SQL
2 88 (75.86%) Data Warehouse
3 79 (68.10%) Business Intelligence
4 56 (48.28%) Data Modelling
5 46 (39.66%) Agile Software Development
6 42 (36.21%) Dimensional Modelling
7 39 (33.62%) Data Quality
7 39 (33.62%) ETL
8 35 (30.17%) Amazon AWS
9 34 (29.31%) Scrum
10 31 (26.72%) PL/SQL
11 28 (24.14%) Kimball Methodology
11 28 (24.14%) Amazon Redshift
12 26 (22.41%) Marketing
12 26 (22.41%) QA
13 25 (21.55%) Degree
13 25 (21.55%) Performance Tuning
13 25 (21.55%) Analytics
14 23 (19.83%) Oracle
15 22 (18.97%) BusinessObjects
15 22 (18.97%) User Stories
15 22 (18.97%) Qlik Sense
16 21 (18.10%) Amazon RDS
16 21 (18.10%) QlikView
17 20 (17.24%) Quantitative Analysis
17 20 (17.24%) Tableau
17 20 (17.24%) Enterprise Data Warehouse
17 20 (17.24%) PostgreSQL
17 20 (17.24%) OLAP
18 18 (15.52%) Finance

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 9 (7.76%) SAS
2 4 (3.45%) Elasticsearch
3 1 (0.86%) Confluence
3 1 (0.86%) Drupal
Applications
1 6 (5.17%) Microsoft Excel
2 5 (4.31%) Microsoft PowerPoint
3 4 (3.45%) Microsoft Office
3 4 (3.45%) MS Visio
Business Applications
1 3 (2.59%) Markit EDM
2 2 (1.72%) Sage 200
2 2 (1.72%) SAP ERP
3 1 (0.86%) Cognos Business Intelligence
3 1 (0.86%) PeopleSoft HRMS
3 1 (0.86%) SAP MDG
3 1 (0.86%) SAP MDM
Cloud Services
1 35 (30.17%) Amazon AWS
2 7 (6.03%) Google Cloud Platform
3 6 (5.17%) Microsoft Azure
4 2 (1.72%) Google Analytics
5 1 (0.86%) Azure Data Factory
Communications & Networking
1 1 (0.86%) HTTP
1 1 (0.86%) NetScaler
Database & Business Intelligence
1 88 (75.86%) Data Warehouse
2 28 (24.14%) Amazon Redshift
3 22 (18.97%) BusinessObjects
3 22 (18.97%) Qlik Sense
4 21 (18.10%) Amazon RDS
4 21 (18.10%) QlikView
5 20 (17.24%) Enterprise Data Warehouse
5 20 (17.24%) OLAP
5 20 (17.24%) PostgreSQL
6 15 (12.93%) SQL Server Integration Services
7 14 (12.07%) Big Data
7 14 (12.07%) Oracle Database
8 12 (10.34%) SQL Server Reporting Services
9 11 (9.48%) Oracle Database 12c
9 11 (9.48%) Relational Database
9 11 (9.48%) SQL Server
10 9 (7.76%) BigQuery
11 8 (6.90%) Data Lake
11 8 (6.90%) Star Schema
12 6 (5.17%) RDBMS
Development Applications
1 5 (4.31%) ProC
2 4 (3.45%) ERwin
3 2 (1.72%) SQL Server Management Studio (SSMS)
4 1 (0.86%) Atlassian Bamboo
4 1 (0.86%) Git (software)
4 1 (0.86%) JIRA
4 1 (0.86%) Oracle Forms
4 1 (0.86%) Subversion
General
1 26 (22.41%) Marketing
2 18 (15.52%) Finance
3 10 (8.62%) Games
4 6 (5.17%) Back Office
5 5 (4.31%) Front Office
6 4 (3.45%) Advertising
6 4 (3.45%) Pharmaceutical
7 3 (2.59%) Banking
8 1 (0.86%) Financial Institution
8 1 (0.86%) Investment Banking
Job Titles
1 65 (56.03%) Developer
2 42 (36.21%) Analyst
3 26 (22.41%) Business Analyst
4 24 (20.69%) Data Analyst
5 22 (18.97%) Data Warehouse Analyst
5 22 (18.97%) Data Warehouse Business Analyst
5 22 (18.97%) Data Warehouse Developer
5 22 (18.97%) SQL Developer
6 20 (17.24%) Data Business Analyst
7 19 (16.38%) Business Intelligence Developer
8 16 (13.79%) QlikView Developer
9 12 (10.34%) ETL Developer
9 12 (10.34%) Oracle Developer
10 11 (9.48%) Oracle Data Warehouse Developer
10 11 (9.48%) SQL BI Developer
11 10 (8.62%) PL/SQL Developer
12 9 (7.76%) Business Intelligence Analyst
13 7 (6.03%) Business Developer
14 6 (5.17%) Murex Analyst
14 6 (5.17%) SAS Developer
Libraries, Frameworks & Software Standards
1 10 (8.62%) Murex MxML
2 6 (5.17%) RESTful
3 4 (3.45%) Sphinx
4 3 (2.59%) MDX
4 3 (2.59%) Middleware
4 3 (2.59%) Spring
5 2 (1.72%) JMS
5 2 (1.72%) Web Services
6 1 (0.86%) .NET
6 1 (0.86%) .NET Framework
6 1 (0.86%) AngularJS
6 1 (0.86%) CSS
6 1 (0.86%) HTML
6 1 (0.86%) Java EE
6 1 (0.86%) Murex Flex
6 1 (0.86%) Spring Boot
6 1 (0.86%) XML
6 1 (0.86%) XSLT
Miscellaneous
1 11 (9.48%) Analytical Skills
1 11 (9.48%) Management Information System
2 8 (6.90%) Greenfield Project
3 6 (5.17%) Derivative
3 6 (5.17%) Foreign Exchange (FX)
4 5 (4.31%) Data Structures
5 4 (3.45%) iPad
5 4 (3.45%) Life Science
5 4 (3.45%) PMI
6 3 (2.59%) Credit Derivative
6 3 (2.59%) Mashup
7 2 (1.72%) Enterprise Software
8 1 (0.86%) Equities
8 1 (0.86%) Equity Derivative
8 1 (0.86%) Fixed Income
8 1 (0.86%) Interest Rate Derivative
8 1 (0.86%) Wiki
Operating Systems
1 11 (9.48%) Unix
2 6 (5.17%) Linux
Processes & Methodologies
1 79 (68.10%) Business Intelligence
2 56 (48.28%) Data Modelling
3 46 (39.66%) Agile Software Development
4 42 (36.21%) Dimensional Modelling
5 39 (33.62%) ETL
6 34 (29.31%) Scrum
7 28 (24.14%) Kimball Methodology
8 25 (21.55%) Analytics
8 25 (21.55%) Performance Tuning
9 22 (18.97%) User Stories
10 20 (17.24%) Quantitative Analysis
11 16 (13.79%) Visualisation
12 15 (12.93%) Data Integration
12 15 (12.93%) User Acceptance Testing
13 14 (12.07%) Dashboard Development
14 13 (11.21%) Data Analysis
14 13 (11.21%) Economics
14 13 (11.21%) Statistics
15 11 (9.48%) Business Analytics
16 10 (8.62%) Information Management
Programming Languages
1 104 (89.66%) SQL
2 31 (26.72%) PL/SQL
3 16 (13.79%) T-SQL
4 9 (7.76%) Java
4 9 (7.76%) Perl
5 8 (6.90%) C#
6 7 (6.03%) JavaScript
7 5 (4.31%) PROC SQL
7 5 (4.31%) Python
8 4 (3.45%) Shell Script
9 2 (1.72%) C
10 1 (0.86%) PHP
Qualifications
1 25 (21.55%) Degree
2 5 (4.31%) Microsoft Certification
3 4 (3.45%) MCSD
3 4 (3.45%) Microsoft Certified Architect
3 4 (3.45%) PMI Certification
3 4 (3.45%) PMP
3 4 (3.45%) SAS Certification
4 2 (1.72%) SC Cleared
4 2 (1.72%) Security Cleared
5 1 (0.86%) MCSA
5 1 (0.86%) MCSE
Quality Assurance & Compliance
1 39 (33.62%) Data Quality
2 26 (22.41%) QA
3 1 (0.86%) PMO
3 1 (0.86%) SLA
Systems Management
1 4 (3.45%) Single Sign-On
2 3 (2.59%) ITRS Geneos
3 1 (0.86%) Control-M
3 1 (0.86%) Tivoli
Vendors
1 23 (19.83%) Oracle
2 20 (17.24%) Tableau
3 15 (12.93%) Talend
4 13 (11.21%) Microsoft
5 12 (10.34%) Murex
6 9 (7.76%) SAP
7 7 (6.03%) Google
8 4 (3.45%) MicroStrategy
8 4 (3.45%) Sybase
9 3 (2.59%) Cognos
9 3 (2.59%) Informatica
10 2 (1.72%) Sage
11 1 (0.86%) Alteryx
11 1 (0.86%) Hyperion
11 1 (0.86%) ION Trading
11 1 (0.86%) LANSA
11 1 (0.86%) PeopleSoft
11 1 (0.86%) Wallstreet Suite