Period
to 20 August 2018

The following table provides summary statistics for permanent job vacancies advertised in Cheltenham with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 20 August 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
Gloucestershire > Cheltenham
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 74 - 87
Rank change year-on-year - +87 -10
Permanent jobs citing Data Warehouse 8 0 9
As % of all permanent IT jobs advertised in Cheltenham 1.20% - 1.01%
As % of the Database & Business Intelligence category 4.35% - 2.87%
Number of salaries quoted 7 0 8
Cheltenham median annual salary £60,000 - £52,500
10th Percentile £47,000 - £38,700
90th Percentile £66,000 - £63,875
Gloucestershire median annual salary £55,000 £42,500 £40,000
% change year-on-year +29.41% +6.25% -5.33%

Data Warehouse 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 Cheltenham with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cheltenham
Permanent vacancies with a requirement for database or business intelligence skills 184 189 314
As % of all permanent IT jobs advertised in Cheltenham 27.59% 42.00% 35.16%
Number of salaries quoted 168 179 263
Cheltenham median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +8.43%
10th Percentile £34,625 £29,500 £32,500
90th Percentile £63,250 £65,000 £65,000
Gloucestershire median annual salary £46,000 £42,500 £45,000
% change year-on-year +8.24% -5.56% +12.50%

Data Warehouse
Job Vacancy Trend in Cheltenham

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Cheltenham.

Job vacancy trend for Data Warehouse in Cheltenham

Data Warehouse
Salary Trend in Cheltenham

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Warehouse in Cheltenham.

Salary trend for Data Warehouse in Cheltenham

Data Warehouse
Salary Histogram in Cheltenham

The salary distribution of IT jobs citing Data Warehouse in Cheltenham over the 6 months to 20 August 2018.

Salary histogram for Data Warehouse in Cheltenham

For the 6 months to 20 August 2018, IT jobs citing Data Warehouse 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 across the Cheltenham region with a requirement for Data Warehouse.

1 6 (75.00%) Data Science
2 5 (62.50%) Analytical Skills
2 5 (62.50%) Computer Science
2 5 (62.50%) Git (software)
2 5 (62.50%) PowerShell
3 4 (50.00%) Analytics
3 4 (50.00%) Data Protection Act
3 4 (50.00%) Mathematics
3 4 (50.00%) Data Protection
3 4 (50.00%) Statistics
3 4 (50.00%) Operations Research
3 4 (50.00%) Degree
3 4 (50.00%) GDPR
3 4 (50.00%) Big Data
4 3 (37.50%) Open Source
4 3 (37.50%) Workflow
5 2 (25.00%) Agile Software Development
5 2 (25.00%) SQL
5 2 (25.00%) Data Modelling
5 2 (25.00%) SAS
5 2 (25.00%) Business Intelligence
5 2 (25.00%) Amazon AWS
5 2 (25.00%) Bitbucket
5 2 (25.00%) Mentoring
6 1 (12.50%) Talend
6 1 (12.50%) Strategic Thinking
6 1 (12.50%) Amazon SageMaker
6 1 (12.50%) Algorithms
6 1 (12.50%) ETL Development
6 1 (12.50%) ECSA

Data Warehouse
Co-occurring IT Skills in Cheltenham 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 2 (25.00%) SAS
2 1 (12.50%) Confluence
Applications
1 1 (12.50%) Chatbot
Cloud Services
1 2 (25.00%) Amazon AWS
2 1 (12.50%) Amazon EC2
2 1 (12.50%) Amazon S3
2 1 (12.50%) Amazon SageMaker
2 1 (12.50%) Amazon SQS
2 1 (12.50%) Microsoft Azure
2 1 (12.50%) SaaS
Database & Business Intelligence
1 4 (50.00%) Big Data
2 1 (12.50%) Amazon Redshift
2 1 (12.50%) Blockchain
2 1 (12.50%) BusinessObjects Business Intelligence
2 1 (12.50%) Data Lake
2 1 (12.50%) DataStage
2 1 (12.50%) NoSQL
2 1 (12.50%) PostgreSQL
2 1 (12.50%) Relational Database
2 1 (12.50%) SAS EBI
2 1 (12.50%) SQL Server Integration Services
Development Applications
1 5 (62.50%) Git (software)
2 2 (25.00%) Bitbucket
3 1 (12.50%) Atlassian Bamboo
3 1 (12.50%) IntelliJ
3 1 (12.50%) JIRA
General
1 1 (12.50%) Retail
Job Titles
1 5 (62.50%) Data Scientist
1 5 (62.50%) Senior Data Scientist
2 1 (12.50%) Analyst
2 1 (12.50%) Architect
2 1 (12.50%) Developer
2 1 (12.50%) Enterprise Architect
2 1 (12.50%) ETL Developer
2 1 (12.50%) Operations Analyst
2 1 (12.50%) Security Analyst
2 1 (12.50%) Security Operations Analyst
2 1 (12.50%) Technical Leader
Libraries, Frameworks & Software Standards
1 1 (12.50%) Java EE
1 1 (12.50%) JSON
1 1 (12.50%) Natural Language Processing
1 1 (12.50%) Spring
1 1 (12.50%) XML
Miscellaneous
1 5 (62.50%) Analytical Skills
1 5 (62.50%) Computer Science
2 4 (50.00%) Data Protection Act
3 1 (12.50%) Algorithms
Processes & Methodologies
1 6 (75.00%) Data Science
2 4 (50.00%) Analytics
2 4 (50.00%) Data Protection
2 4 (50.00%) Mathematics
2 4 (50.00%) Operations Research
2 4 (50.00%) Statistics
3 3 (37.50%) Open Source
3 3 (37.50%) Workflow
4 2 (25.00%) Agile Software Development
4 2 (25.00%) Business Intelligence
4 2 (25.00%) Data Modelling
4 2 (25.00%) Mentoring
5 1 (12.50%) Creative Problem-Solving
5 1 (12.50%) Cybersecurity
5 1 (12.50%) Database Security
5 1 (12.50%) ETL Development
5 1 (12.50%) OWASP
5 1 (12.50%) Problem-Solving
5 1 (12.50%) Security Operations
5 1 (12.50%) Strategic Thinking
Programming Languages
1 5 (62.50%) PowerShell
2 2 (25.00%) SQL
3 1 (12.50%) C#
3 1 (12.50%) Python
3 1 (12.50%) R
Qualifications
1 4 (50.00%) Degree
2 1 (12.50%) ECSA
2 1 (12.50%) GWAPT
Quality Assurance & Compliance
1 4 (50.00%) GDPR
2 1 (12.50%) Data Quality
Vendors
1 1 (12.50%) Alteryx
1 1 (12.50%) Atlassian
1 1 (12.50%) IBM
1 1 (12.50%) Informatica
1 1 (12.50%) Microsoft
1 1 (12.50%) Oracle
1 1 (12.50%) SAP
1 1 (12.50%) Tableau
1 1 (12.50%) Talend