Period
to 29 July 2021

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 29 July 2021 with a comparison to the same period in the previous 2 years.

Data Mart
UK
6 months to
29 Jul 2021
Same period 2020 Same period 2019
Rank 931 769 1062
Rank change year-on-year -162 +293 +74
Permanent jobs citing Data Mart 64 23 54
As % of all permanent jobs advertised in the UK 0.057% 0.033% 0.037%
As % of the Database & Business Intelligence category 0.20% 0.12% 0.13%
Number of salaries quoted 57 17 36
10th Percentile £57,500 £31,250 "
25th Percentile £70,000 £35,000 £44,000
Median annual salary (50th Percentile) £105,000 £47,500 £52,500
Median % change year-on-year +121.05% -9.52% -10.26%
75th Percentile £120,000 £57,500 £65,250
90th Percentile " £97,500 £81,875
UK excluding London median annual salary £70,000 £43,308 £60,000
% change year-on-year +61.63% -27.82% +50.00%

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 31,672 19,060 40,041
As % of all permanent IT jobs advertised in the UK 28.05% 27.62% 27.81%
Number of salaries quoted 21,204 15,650 33,146
10th Percentile £34,750 £32,500 £31,250
25th Percentile £42,500 £41,250 £37,500
Median annual salary (50th Percentile) £55,000 £55,000 £52,000
Median % change year-on-year - +5.77% +4.00%
75th Percentile £75,000 £72,500 £70,000
90th Percentile £92,500 £88,750 £85,000
UK excluding London median annual salary £48,500 £47,500 £45,000
% change year-on-year +2.11% +5.56% -

Data Mart
Job Vacancy Trend

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

Job vacancy trend for Data Mart in the UK

Data Mart
Salary Trend

3-month moving average salary quoted in jobs citing Data Mart.

Salary trend for Data Mart in the UK

Data Mart
Salary Histogram

Salary distribution for jobs citing Data Mart over the 6 months to 29 July 2021.

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 29 July 2021. 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 -130 63 £105,000 +121.05% 11
London -81 54 £107,500 +13.16% 8
UK excluding London -119 10 £70,000 +61.63% 3
Work from Home - 7 £60,000 -
North of England -64 3 £55,000 +57.14%
West Midlands -70 3 £75,000 +130.77% 1
Yorkshire -72 3 £55,000 +57.14%
South East -86 3 £70,000 +36.59%
Midlands -89 3 £75,000 +130.77% 2
Scotland - 1 £90,000 -

For the 6 months to 29 July 2021, 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 33 (51.56%) Data Warehouse
2 31 (48.44%) Business Intelligence
2 31 (48.44%) Finance
3 27 (42.19%) Murex
3 27 (42.19%) Murex MxML
4 25 (39.06%) Data Modelling
4 25 (39.06%) ETL
5 24 (37.50%) Azure
5 24 (37.50%) Metadata
6 23 (35.94%) SQL
7 22 (34.38%) Agile Software Development
7 22 (34.38%) Banking
7 22 (34.38%) Data Lake
8 20 (31.25%) Analytics
9 19 (29.69%) Front Office
9 19 (29.69%) Investment Banking
10 18 (28.13%) Risk Management
11 17 (26.56%) Foreign Exchange (FX)
11 17 (26.56%) Fixed Income
11 17 (26.56%) Equities
11 17 (26.56%) SQL Server
11 17 (26.56%) Derivative
11 17 (26.56%) Market Risk
11 17 (26.56%) Metadata Management
11 17 (26.56%) Storage Management
12 16 (25.00%) Python
13 15 (23.44%) Data Strategy
13 15 (23.44%) Translating Business Requirements
14 14 (21.88%) DevOps
14 14 (21.88%) Azure Data Factory

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 4 (6.25%) Apache Airflow
1 4 (6.25%) Apache Spark
1 4 (6.25%) Luigi
1 4 (6.25%) Oracle Workflow
2 3 (4.69%) Confluence
3 1 (1.56%) SAS
Applications
1 2 (3.13%) Microsoft Excel
1 2 (3.13%) Microsoft PowerPoint
Business Applications
1 1 (1.56%) NetSuite
Cloud Services
1 24 (37.50%) Azure
2 14 (21.88%) Azure Data Factory
3 13 (20.31%) Power Platform
4 10 (15.63%) AWS
5 5 (7.81%) GCP
6 4 (6.25%) Amazon EC2
6 4 (6.25%) Amazon EMR
6 4 (6.25%) Amazon S3
6 4 (6.25%) AWS Data Pipeline
6 4 (6.25%) Azure Synapse Analytics
6 4 (6.25%) Google Analytics
6 4 (6.25%) Snowflake
7 1 (1.56%) Azure Active Directory
7 1 (1.56%) GitHub
7 1 (1.56%) Power Automate
7 1 (1.56%) Virtual Private Cloud
Database & Business Intelligence
1 33 (51.56%) Data Warehouse
2 24 (37.50%) Metadata
3 22 (34.38%) Data Lake
4 17 (26.56%) SQL Server
5 13 (20.31%) Power BI
6 8 (12.50%) Star Schema
7 6 (9.38%) Amazon Redshift
7 6 (9.38%) Oracle Database
7 6 (9.38%) PostgreSQL
8 4 (6.25%) Amazon DynamoDB
8 4 (6.25%) Amazon RDS
8 4 (6.25%) Azkaban
8 4 (6.25%) Big Data
8 4 (6.25%) BigQuery
8 4 (6.25%) Enterprise Data Warehouse
8 4 (6.25%) NoSQL
8 4 (6.25%) Oracle Database 12c
8 4 (6.25%) Oracle ODI
8 4 (6.25%) Snowflake Schema
8 4 (6.25%) SQL Server Reporting Services
Development Applications
1 4 (6.25%) JIRA
1 4 (6.25%) Oracle APEX
2 3 (4.69%) ERwin
3 1 (1.56%) ER Studio
3 1 (1.56%) Git (software)
3 1 (1.56%) IntelliJ
3 1 (1.56%) JUnit
3 1 (1.56%) TeamCity
General
1 31 (48.44%) Finance
2 22 (34.38%) Banking
3 19 (29.69%) Front Office
3 19 (29.69%) Investment Banking
4 11 (17.19%) Analytical Skills
5 3 (4.69%) Back Office
5 3 (4.69%) Social Skills
6 2 (3.13%) Publishing
6 2 (3.13%) Retail Banking
7 1 (1.56%) Presentation Skills
7 1 (1.56%) Public Sector
Job Titles
1 20 (31.25%) Analyst
2 18 (28.13%) Architect
2 18 (28.13%) Business Analyst
2 18 (28.13%) Data Architect
3 15 (23.44%) Murex Analyst
3 15 (23.44%) Murex Business Analyst
4 14 (21.88%) Investment Banking Business Analyst
5 10 (15.63%) Azure Architect
5 10 (15.63%) Developer
6 7 (10.94%) Murex Developer
7 6 (9.38%) Data Engineer
8 4 (6.25%) Technical Leader
9 3 (4.69%) Data Mart Developer
9 3 (4.69%) Murex MxML Developer
9 3 (4.69%) Senior Architect
9 3 (4.69%) Senior Data Architect
9 3 (4.69%) Storage Architect
10 2 (3.13%) Business Intelligence Manager
10 2 (3.13%) Data Analyst
10 2 (3.13%) Technical Director
Libraries, Frameworks & Software Standards
1 27 (42.19%) Murex MxML
2 8 (12.50%) JSON
3 7 (10.94%) PySpark
4 4 (6.25%) Kafka
4 4 (6.25%) Oracle GoldenGate
4 4 (6.25%) Spark Streaming
5 3 (4.69%) Murex Flex
5 3 (4.69%) XML
6 1 (1.56%) .NET
6 1 (1.56%) .NET Core
6 1 (1.56%) JDBC
6 1 (1.56%) REST
6 1 (1.56%) RESTful
6 1 (1.56%) SOAP
6 1 (1.56%) Spring
6 1 (1.56%) Spring Cloud
6 1 (1.56%) Web Services
Miscellaneous
1 17 (26.56%) Derivative
1 17 (26.56%) Equities
1 17 (26.56%) Fixed Income
1 17 (26.56%) Foreign Exchange (FX)
1 17 (26.56%) Market Risk
2 9 (14.06%) Management Information System
2 9 (14.06%) Reinsurance
3 4 (6.25%) Data Structures
4 1 (1.56%) Credit Risk
4 1 (1.56%) NHS
4 1 (1.56%) Video Conferencing
Operating Systems
1 1 (1.56%) Linux
1 1 (1.56%) Unix
Processes & Methodologies
1 31 (48.44%) Business Intelligence
2 25 (39.06%) Data Modelling
2 25 (39.06%) ETL
3 22 (34.38%) Agile Software Development
4 20 (31.25%) Analytics
5 18 (28.13%) Risk Management
6 17 (26.56%) Metadata Management
6 17 (26.56%) Storage Management
7 15 (23.44%) Data Strategy
7 15 (23.44%) Translating Business Requirements
8 14 (21.88%) DevOps
9 13 (20.31%) Business Analysis
10 10 (15.63%) Data Architecture
11 6 (9.38%) Computer Science
11 6 (9.38%) Data Pipeline
11 6 (9.38%) Migration
11 6 (9.38%) OO
11 6 (9.38%) Workflow
12 5 (7.81%) Data Integration
12 5 (7.81%) Problem-Solving
Programming Languages
1 23 (35.94%) SQL
2 16 (25.00%) Python
3 7 (10.94%) PL/SQL
4 6 (9.38%) Java
5 4 (6.25%) C++
5 4 (6.25%) Groovy
5 4 (6.25%) Scala
6 3 (4.69%) T-SQL
7 1 (1.56%) C#
7 1 (1.56%) ES6
7 1 (1.56%) JavaScript
7 1 (1.56%) TypeScript
7 1 (1.56%) VBA
Qualifications
1 6 (9.38%) Degree
2 4 (6.25%) Computer Science Degree
3 1 (1.56%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 3 (4.69%) Data Quality
2 1 (1.56%) GDPR
2 1 (1.56%) IFRS
2 1 (1.56%) IFRS 9
2 1 (1.56%) QA
System Software
1 1 (1.56%) Active Directory
Systems Management
1 5 (7.81%) Terraform
2 1 (1.56%) Ansible
Vendors
1 27 (42.19%) Murex
2 13 (20.31%) Databricks
3 8 (12.50%) Oracle
4 6 (9.38%) Microsoft
5 4 (6.25%) Google