Period
to 10 July 2020

The following table provides summary statistics for permanent job vacancies advertised in Hampshire 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 10 July 2020 with a comparison to the same period in the previous 2 years.

Data Management
South East > Hampshire
6 months to
10 Jul 2020
Same period 2019 Same period 2018
Rank 162 208 177
Rank change year-on-year +46 -31 +32
Permanent jobs citing Data Management 22 53 95
As % of all permanent jobs advertised in Hampshire 0.63% 0.80% 1.42%
As % of the Processes & Methodologies category 0.67% 0.87% 1.55%
Number of salaries quoted 15 36 90
Median annual salary £45,000 £65,000 £41,750
Median salary % change year-on-year -30.77% +55.69% -20.48%
10th Percentile £31,250 £40,625 £29,000
90th Percentile £58,250 £94,000 £82,500
South East median annual salary £50,000 £60,000 £46,500
% change year-on-year -16.67% +29.03% -4.12%

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 Hampshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hampshire
Permanent vacancies with a requirement for process or methodology skills 3,281 6,062 6,132
As % of all permanent IT jobs advertised in Hampshire 93.32% 92.07% 91.59%
Number of salaries quoted 2,505 4,671 5,025
Median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £29,000 £27,500 £27,500
90th Percentile £71,250 £68,750 £68,900
South East median annual salary £51,000 £50,000 £47,500
% change year-on-year +2.00% +5.26% +5.56%

Data Management
Job Vacancy Trend in Hampshire

Job postings citing Data Management as a proportion of all IT jobs advertised in Hampshire.

Job vacancy trend for Data Management in Hampshire

Data Management
Salary Trend in Hampshire

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

Salary trend for Data Management in Hampshire

Data Management
Salary Histogram in Hampshire

Salary distribution for jobs citing Data Management in Hampshire over the 6 months to 10 July 2020.

Salary histogram for Data Management in Hampshire

Data Management
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the Hampshire region over the 6 months to 10 July 2020. 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
Southampton +28 13 £46,000 -68.28%
Alton - 4 £32,500 -
Portsmouth +33 2 £55,000 +57.14%
Fareham +13 2 £42,500 -26.72%
Basingstoke +20 1 - -
Data Management
South East

For the 6 months to 10 July 2020, 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 Hampshire region with a requirement for Data Management.

1 13 (59.09%) Azure
2 12 (54.55%) Analytics
2 12 (54.55%) SQL
3 11 (50.00%) Agile Software Development
4 10 (45.45%) Data Warehouse
4 10 (45.45%) ETL
5 9 (40.91%) Microsoft
5 9 (40.91%) Business Intelligence
5 9 (40.91%) Apache
5 9 (40.91%) Hadoop
5 9 (40.91%) Data Analytics
5 9 (40.91%) DevOps
5 9 (40.91%) Apache Cassandra
5 9 (40.91%) NoSQL
5 9 (40.91%) Big Data
5 9 (40.91%) Apache Spark
6 8 (36.36%) Data Lake
6 8 (36.36%) Customer Requirements
6 8 (36.36%) Geospatial Data
6 8 (36.36%) Azure SQL Database
6 8 (36.36%) Azure Data Factory
6 8 (36.36%) Project Delivery
7 7 (31.82%) Azure SQL Data Warehouse
7 7 (31.82%) Databricks
7 7 (31.82%) Cortana Intelligence Suite
7 7 (31.82%) Apache NiFi
7 7 (31.82%) Apache Hive
7 7 (31.82%) MongoDB
7 7 (31.82%) Kafka
7 7 (31.82%) Neo4j

Data Management
Co-occurring IT Skills in Hampshire 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 (40.91%) Apache
1 9 (40.91%) Apache Spark
2 7 (31.82%) Apache Pig
3 3 (13.64%) GeoServer
4 1 (4.55%) Apache Synapse
4 1 (4.55%) ArcGIS
4 1 (4.55%) Confluence
4 1 (4.55%) IIS
4 1 (4.55%) WordPress
Applications
1 1 (4.55%) Microsoft Excel
1 1 (4.55%) MS Visio
Business Applications
1 1 (4.55%) Dynamics CRM
Cloud Services
1 13 (59.09%) Azure
2 8 (36.36%) Azure Data Factory
3 7 (31.82%) Cortana Intelligence Suite
4 6 (27.27%) AWS
5 2 (9.09%) GCP
5 2 (9.09%) Power Platform
6 1 (4.55%) Azure Machine Learning
6 1 (4.55%) Dynamics 365
6 1 (4.55%) Power Automate
6 1 (4.55%) PowerApps
6 1 (4.55%) SaaS
Database & Business Intelligence
1 10 (45.45%) Data Warehouse
2 9 (40.91%) Apache Cassandra
2 9 (40.91%) Big Data
2 9 (40.91%) Hadoop
2 9 (40.91%) NoSQL
3 8 (36.36%) Azure SQL Database
3 8 (36.36%) Data Lake
3 8 (36.36%) Geospatial Data
4 7 (31.82%) Apache Hive
4 7 (31.82%) Azure SQL Data Warehouse
4 7 (31.82%) Cosmos DB
4 7 (31.82%) Impala
4 7 (31.82%) MongoDB
4 7 (31.82%) Neo4j
5 3 (13.64%) PostgreSQL
5 3 (13.64%) SQL Server
6 2 (9.09%) GIS
6 2 (9.09%) Power BI
6 2 (9.09%) Relational Database
7 1 (4.55%) SSDT
Development Applications
1 2 (9.09%) Git (software)
1 2 (9.09%) webpack
2 1 (4.55%) JIRA
2 1 (4.55%) SQL Server Management Studio (SSMS)
2 1 (4.55%) Visual Studio
General
1 2 (9.09%) Finance
Job Titles
1 10 (45.45%) Developer
2 7 (31.82%) Azure Developer
3 3 (13.64%) Analyst
3 3 (13.64%) Data Engineer
4 2 (9.09%) Architect
4 2 (9.09%) Data Analyst
4 2 (9.09%) Front End Developer (Client-Side Developer)
4 2 (9.09%) JavaScript Developer
4 2 (9.09%) React Developer
5 1 (4.55%) Cloud Architect
5 1 (4.55%) Data Analytics Architect
5 1 (4.55%) Data Architect
5 1 (4.55%) Data Manager
5 1 (4.55%) Full Stack Developer
5 1 (4.55%) GIS Analyst
5 1 (4.55%) Head of Managed Services
5 1 (4.55%) Information Manager
5 1 (4.55%) Lead Architect
5 1 (4.55%) Lead Cloud Architect
5 1 (4.55%) Systems Administrator
Libraries, Frameworks & Software Standards
1 7 (31.82%) Apache NiFi
1 7 (31.82%) Kafka
2 2 (9.09%) Dask
2 2 (9.09%) PySpark
2 2 (9.09%) React
2 2 (9.09%) Redux
2 2 (9.09%) Web Services
3 1 (4.55%) Ajax
3 1 (4.55%) AngularJS
3 1 (4.55%) Backbone.js
3 1 (4.55%) CSS
3 1 (4.55%) D3.js
3 1 (4.55%) Ember.js
3 1 (4.55%) HTML
3 1 (4.55%) Laravel
3 1 (4.55%) PostGIS
3 1 (4.55%) RESTful
Miscellaneous
1 5 (22.73%) Analytical Skills
2 2 (9.09%) Data Structures
3 1 (4.55%) CMDB
3 1 (4.55%) Data Centre
3 1 (4.55%) Public Cloud
3 1 (4.55%) User Experience
3 1 (4.55%) Virtual Team
Operating Systems
1 4 (18.18%) Linux
2 1 (4.55%) Windows
2 1 (4.55%) Windows Server
2 1 (4.55%) Windows Server 2016
Processes & Methodologies
1 12 (54.55%) Analytics
2 11 (50.00%) Agile Software Development
3 10 (45.45%) ETL
4 9 (40.91%) Business Intelligence
4 9 (40.91%) Data Analytics
4 9 (40.91%) DevOps
5 8 (36.36%) Customer Requirements
5 8 (36.36%) Project Delivery
6 7 (31.82%) Business Analytics
6 7 (31.82%) Data Ingestion
6 7 (31.82%) Open Source
7 6 (27.27%) Data Acquisition
8 5 (22.73%) Visualisation
9 3 (13.64%) Data Science
10 2 (9.09%) Front End Development
10 2 (9.09%) Machine Learning
10 2 (9.09%) MapReduce
10 2 (9.09%) Problem-Solving
10 2 (9.09%) Service Delivery
10 2 (9.09%) TDD
Programming Languages
1 12 (54.55%) SQL
2 5 (22.73%) Python
3 3 (13.64%) JavaScript
4 1 (4.55%) C#
4 1 (4.55%) PHP
4 1 (4.55%) T-SQL
Qualifications
1 1 (4.55%) Degree
1 1 (4.55%) Numerate Degree
System Software
1 3 (13.64%) Virtual Servers
2 2 (9.09%) Docker
3 1 (4.55%) GeoWebCache
Systems Management
1 2 (9.09%) Kubernetes
Vendors
1 9 (40.91%) Microsoft
2 7 (31.82%) Databricks
3 2 (9.09%) Oracle
4 1 (4.55%) Atlassian
4 1 (4.55%) Cognos
4 1 (4.55%) ServiceNow
4 1 (4.55%) Tableau