Period
to 16 February 2019

The following table provides summary statistics for permanent job vacancies advertised in Gloucestershire with a requirement for Data Management skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Management over the 6 months to 16 February 2019 with a comparison to the same period in the previous 2 years.

Data Management
South West > Gloucestershire
6 months to
16 Feb 2019
Same period 2018 Same period 2017
Rank 101 93 156
Rank change year-on-year -8 +63 -33
Permanent jobs citing Data Management 17 28 9
As % of all permanent IT jobs advertised in Gloucestershire 1.17% 1.95% 0.42%
As % of the Processes & Methodologies category 1.30% 2.13% 0.45%
Number of salaries quoted 10 17 9
Gloucestershire median annual salary £55,000 £46,000 £47,500
Median salary % change year-on-year +19.57% -3.16% +23.38%
10th Percentile £39,475 £30,750 £38,600
90th Percentile £61,250 £57,500 £62,000
South West median annual salary £50,000 £42,501 £47,500
% change year-on-year +17.65% -10.53% +5.56%

Data Management is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Gloucestershire with a requirement for process or methodology skills.

All Process and Methodology Skills
Gloucestershire
Permanent vacancies with a requirement for process or methodology skills 1,308 1,313 2,020
As % of all permanent IT jobs advertised in Gloucestershire 90.33% 91.43% 93.65%
Number of salaries quoted 953 1,065 1,663
Gloucestershire median annual salary £46,000 £45,000 £41,500
Median salary % change year-on-year +2.22% +8.43% -2.35%
10th Percentile £26,250 £26,250 £27,500
90th Percentile £67,500 £62,500 £62,400
South West median annual salary £45,000 £42,500 £41,500
% change year-on-year +5.88% +2.41% +3.75%

Data Management
Job Vacancy Trend in Gloucestershire

Job postings citing Data Management as a percentage of all IT jobs advertised in Gloucestershire.

Job vacancy trend for Data Management in Gloucestershire

Data Management
Salary Trend in Gloucestershire

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

Salary trend for Data Management in Gloucestershire

Data Management
Salary Histogram in Gloucestershire

The salary distribution of IT jobs citing Data Management in Gloucestershire over the 6 months to 16 February 2019.

Salary histogram for Data Management in Gloucestershire

Data Management
Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the Gloucestershire region over the 6 months to 16 February 2019. 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
Cheltenham +15 9 £55,000 +22.22%
Gloucester -3 3 £25,000 -47.37% 1
Data Management
South West

For the 6 months to 16 February 2019, IT jobs citing Data Management 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 Gloucestershire region with a requirement for Data Management.

1 12 (70.59%) Problem-Solving
2 8 (47.06%) Data Quality
3 7 (41.18%) SQL
3 7 (41.18%) Python
3 7 (41.18%) Data Analysis
4 6 (35.29%) Software Engineering
4 6 (35.29%) JSON
4 6 (35.29%) Mercurial
4 6 (35.29%) Scala
4 6 (35.29%) Hadoop
4 6 (35.29%) Git (software)
4 6 (35.29%) Retail
4 6 (35.29%) Amazon AWS
4 6 (35.29%) Open Source
4 6 (35.29%) Clojure
4 6 (35.29%) SciPy
4 6 (35.29%) Big Data
4 6 (35.29%) Kafka
4 6 (35.29%) Data Analytics
4 6 (35.29%) Data Stewardship
4 6 (35.29%) Analytics
4 6 (35.29%) Apache Avro
4 6 (35.29%) Shell Script
4 6 (35.29%) Java
4 6 (35.29%) Unix
4 6 (35.29%) Apache
4 6 (35.29%) Quality Management
4 6 (35.29%) Root Cause Analysis
4 6 (35.29%) Neo4j
4 6 (35.29%) Machine Learning

Data Management
Co-occurring IT Skills in Gloucestershire 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 6 (35.29%) Apache
1 6 (35.29%) Apache Spark
2 2 (11.76%) SharePoint
3 1 (5.88%) ArcGIS
Applications
1 3 (17.65%) Microsoft Office
2 1 (5.88%) Microsoft Excel
2 1 (5.88%) Microsoft PowerPoint
Cloud Services
1 6 (35.29%) Amazon AWS
2 2 (11.76%) Azure Active Directory
2 2 (11.76%) G Suite
2 2 (11.76%) Microsoft Azure
2 2 (11.76%) Office 365
Communications & Networking
1 2 (11.76%) FCoE
1 2 (11.76%) iSCSI
1 2 (11.76%) Network Security
Database & Business Intelligence
1 6 (35.29%) Big Data
1 6 (35.29%) Data Lake
1 6 (35.29%) Hadoop
1 6 (35.29%) Neo4j
2 2 (11.76%) SQL Server
3 1 (5.88%) GIS
3 1 (5.88%) Power BI
3 1 (5.88%) Relational Database
3 1 (5.88%) Spatial Data
Development Applications
1 6 (35.29%) Git (software)
1 6 (35.29%) Mercurial
General
1 6 (35.29%) Retail
2 1 (5.88%) Finance
Job Titles
1 6 (35.29%) Data Engineer
2 5 (29.41%) Configuration Manager
3 3 (17.65%) Data Manager
4 2 (11.76%) Infrastructure Engineer
5 1 (5.88%) Analyst
5 1 (5.88%) Data Analyst
5 1 (5.88%) Excel Analyst
5 1 (5.88%) GIS Manager
5 1 (5.88%) Python Engineer
5 1 (5.88%) Report Analyst
Libraries, Frameworks & Software Standards
1 6 (35.29%) Apache Avro
1 6 (35.29%) JSON
1 6 (35.29%) Kafka
1 6 (35.29%) Natural Language Processing
1 6 (35.29%) Pandas
1 6 (35.29%) scikit-learn
1 6 (35.29%) SciPy
Miscellaneous
1 6 (35.29%) Algorithms
2 2 (11.76%) Clustering
2 2 (11.76%) Replication
3 1 (5.88%) Analytical Skills
3 1 (5.88%) Data Structures
3 1 (5.88%) Driving Licence
Operating Systems
1 6 (35.29%) Unix
2 2 (11.76%) Windows
2 2 (11.76%) Windows Server
Processes & Methodologies
1 12 (70.59%) Problem-Solving
2 7 (41.18%) Data Analysis
3 6 (35.29%) Analytics
3 6 (35.29%) Co-Creation
3 6 (35.29%) Data Analytics
3 6 (35.29%) Data Governance
3 6 (35.29%) Data Ingestion
3 6 (35.29%) Data Science
3 6 (35.29%) Data Stewardship
3 6 (35.29%) DevOps
3 6 (35.29%) Machine Learning
3 6 (35.29%) Open Source
3 6 (35.29%) Quality Management
3 6 (35.29%) Root Cause Analysis
3 6 (35.29%) SDLC
3 6 (35.29%) Software Engineering
4 5 (29.41%) Configuration Management
4 5 (29.41%) Innovative Thinking
4 5 (29.41%) PLM
5 3 (17.65%) Business Intelligence
Programming Languages
1 7 (41.18%) Python
1 7 (41.18%) SQL
2 6 (35.29%) Clojure
2 6 (35.29%) Cypher
2 6 (35.29%) Java
2 6 (35.29%) Scala
2 6 (35.29%) Shell Script
3 5 (29.41%) C
Qualifications
1 1 (5.88%) Degree
Quality Assurance & Compliance
1 8 (47.06%) Data Quality
System Software
1 2 (11.76%) Active Directory
1 2 (11.76%) Hyper-V
1 2 (11.76%) VMware Infrastructure
Systems Management
1 2 (11.76%) Microsoft Intune
1 2 (11.76%) SCCM
1 2 (11.76%) vCenter Server
1 2 (11.76%) vMotion
Vendors
1 5 (29.41%) Microsoft
2 2 (11.76%) Veeam
2 2 (11.76%) VMware
3 1 (5.88%) ESRI
3 1 (5.88%) Tableau