Period
to 15 October 2018

The following table provides summary statistics for permanent job vacancies advertised in the South West 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 15 October 2018 with a comparison to the same period in the previous 2 years.

Data Management
England > South West
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 227 232 248
Rank change year-on-year +5 +16 -56
Permanent jobs citing Data Management 102 100 91
As % of all permanent IT jobs advertised in the South West 0.99% 0.99% 0.85%
As % of the Processes & Methodologies category 1.07% 1.08% 0.94%
Number of salaries quoted 69 61 71
South West median annual salary £40,000 £43,000 £45,145
Median salary % change year-on-year -6.98% -4.75% -3.43%
10th Percentile £24,700 £31,250 £25,000
90th Percentile £81,000 £61,250 £67,500
England median annual salary £55,000 £54,250 £53,500
% change year-on-year +1.38% +1.40% +7.00%

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 the South West with a requirement for process or methodology skills.

All Process and Methodology Skills
South West
Permanent vacancies with a requirement for process or methodology skills 9,495 9,261 9,718
As % of all permanent IT jobs advertised in the South West 92.11% 91.49% 90.27%
Number of salaries quoted 7,753 7,662 8,140
South West median annual salary £43,750 £42,500 £40,000
Median salary % change year-on-year +2.94% +6.25% -
10th Percentile £26,250 £25,750 £25,750
90th Percentile £67,500 £63,750 £63,025
England median annual salary £52,000 £50,000 £50,000
% change year-on-year +4.00% - +5.26%

Data Management
Job Vacancy Trend in the South West

Job postings citing Data Management as a percentage of all IT jobs advertised in the South West.

Job vacancy trend for Data Management in the South West

Data Management
Salary Trend in the South West

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

Salary trend for Data Management in the South West

Data Management
Salary Histogram in the South West

The salary distribution of IT jobs citing Data Management in the South West over the 6 months to 15 October 2018.

Salary histogram for Data Management in the South West

Data Management
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the South West region over the 6 months to 15 October 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
Wiltshire -1 35 £32,500 -24.42% 6
Gloucestershire +28 22 £40,000 -11.11% 3
Bristol +19 20 £47,750 +6.11% 6
Somerset +31 12 £53,202 -5.42% 2
Dorset -41 8 £32,500 -1.83% 2
Devon +13 4 £35,000 -20.45% 2
Data Management
England

For the 6 months to 15 October 2018, 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 South West region with a requirement for Data Management.

1 32 (31.37%) Microsoft
2 29 (28.43%) Agile Software Development
3 25 (24.51%) C#
3 25 (24.51%) Windows
4 23 (22.55%) SQL Server
5 22 (21.57%) Degree
5 22 (21.57%) Analytics
6 21 (20.59%) Python
7 20 (19.61%) Visualisation
8 19 (18.63%) Business Intelligence
9 17 (16.67%) Finance
10 16 (15.69%) Data Warehouse
10 16 (15.69%) ETL
10 16 (15.69%) .NET
11 15 (14.71%) User Stories
12 14 (13.73%) Problem-Solving
12 14 (13.73%) Visual Studio
12 14 (13.73%) SQL
12 14 (13.73%) Management Information System
12 14 (13.73%) Test Automation
13 13 (12.75%) Mathematics
13 13 (12.75%) Data Analysis
13 13 (12.75%) Linux
14 12 (11.76%) Scrum
14 12 (11.76%) LINQ
14 12 (11.76%) Data Quality
14 12 (11.76%) Windows Server
14 12 (11.76%) ASP.NET Web Forms
14 12 (11.76%) Analytical Skills
15 11 (10.78%) Mentoring

Data Management
Co-occurring IT Skills in the South West 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 3 (2.94%) Apache Spark
2 2 (1.96%) Apache
2 2 (1.96%) Apache Solr
2 2 (1.96%) nginx
2 2 (1.96%) OpenStack
2 2 (1.96%) SharePoint
2 2 (1.96%) Skype for Business
3 1 (0.98%) ArcGIS
3 1 (0.98%) Confluence
Applications
1 6 (5.88%) Microsoft Excel
2 5 (4.90%) Microsoft PowerPoint
3 3 (2.94%) Microsoft Office
4 1 (0.98%) MS Visio
4 1 (0.98%) SPSS
Cloud Services
1 7 (6.86%) SaaS
2 6 (5.88%) Amazon AWS
3 4 (3.92%) Microsoft Azure
4 3 (2.94%) IaaS
5 2 (1.96%) Office 365
6 1 (0.98%) Amazon EC2
6 1 (0.98%) Azure Data Factory
6 1 (0.98%) Google Cloud Platform
6 1 (0.98%) Virtual Private Cloud
Communications & Networking
1 4 (3.92%) DHCP
1 4 (3.92%) DNS
1 4 (3.92%) Sourcefire
1 4 (3.92%) TCP/IP
2 2 (1.96%) Skype
2 2 (1.96%) Unified Communications
2 2 (1.96%) WAN
3 1 (0.98%) Internet
3 1 (0.98%) SMS
Database & Business Intelligence
1 23 (22.55%) SQL Server
2 16 (15.69%) Data Warehouse
3 9 (8.82%) Big Data
3 9 (8.82%) Hadoop
4 8 (7.84%) SQL Server Integration Services
5 6 (5.88%) MySQL
6 5 (4.90%) PostgreSQL
7 4 (3.92%) Data Lake
7 4 (3.92%) Enterprise Data Warehouse
7 4 (3.92%) GIS
8 3 (2.94%) Power BI
8 3 (2.94%) SQL Server Analysis Services
8 3 (2.94%) SQL Server Reporting Services
9 2 (1.96%) Amazon RDS
9 2 (1.96%) Microsoft Analysis Services
9 2 (1.96%) SQL Server 2012
9 2 (1.96%) SSDT
10 1 (0.98%) Oracle Database
10 1 (0.98%) Oracle Database 12c
10 1 (0.98%) Relational Database
Development Applications
1 14 (13.73%) Visual Studio
2 2 (1.96%) Git (software)
2 2 (1.96%) JIRA
2 2 (1.96%) Team Foundation Server
3 1 (0.98%) ER Studio
3 1 (0.98%) ERwin
General
1 17 (16.67%) Finance
2 5 (4.90%) Aerospace
3 4 (3.92%) Marketing
4 2 (1.96%) Banking
4 2 (1.96%) Military
4 2 (1.96%) Retail
5 1 (0.98%) Automotive
5 1 (0.98%) Avionics
5 1 (0.98%) Electronics
5 1 (0.98%) Law
5 1 (0.98%) Manufacturing
5 1 (0.98%) Telecoms
Job Titles
1 19 (18.63%) Developer
2 16 (15.69%) Analyst
3 12 (11.76%) .NET Developer
4 8 (7.84%) Data Manager
5 7 (6.86%) Graduate
5 7 (6.86%) Systems Engineer
6 6 (5.88%) Analyst Programmer
6 6 (5.88%) Graduate Analyst
6 6 (5.88%) Graduate Analyst Programmer
6 6 (5.88%) Graduate Programmer
6 6 (5.88%) Programmer
6 6 (5.88%) Senior Tester
6 6 (5.88%) Tester
7 5 (4.90%) Consultant
7 5 (4.90%) Data Scientist
7 5 (4.90%) Lead Tester
7 5 (4.90%) Test Leader
8 4 (3.92%) Architect
8 4 (3.92%) Data Architect
8 4 (3.92%) QA Engineer
Libraries, Frameworks & Software Standards
1 16 (15.69%) .NET
2 12 (11.76%) ASP.NET Web Forms
2 12 (11.76%) LINQ
3 7 (6.86%) XML
4 4 (3.92%) HTML
5 3 (2.94%) JSON
5 3 (2.94%) RESTful
6 2 (1.96%) CSS
6 2 (1.96%) HTML5
6 2 (1.96%) SOAP
7 1 (0.98%) AngularJS
7 1 (0.98%) CSS3
7 1 (0.98%) MDX
7 1 (0.98%) Node.js
7 1 (0.98%) REST
7 1 (0.98%) SAP Fiori
7 1 (0.98%) SAPUI5
7 1 (0.98%) Twitter Bootstrap
7 1 (0.98%) Vue.js
7 1 (0.98%) Web Services
Miscellaneous
1 14 (13.73%) Management Information System
2 12 (11.76%) Analytical Skills
3 9 (8.82%) Computer Science
4 8 (7.84%) Fintech
5 7 (6.86%) Algorithms
5 7 (6.86%) Self-Motivation
6 5 (4.90%) Data Structures
7 3 (2.94%) Data Centre
7 3 (2.94%) Renewable Energy
8 2 (1.96%) CUDA
8 2 (1.96%) Virtual Team
9 1 (0.98%) Driving Licence
9 1 (0.98%) Internet of Things
9 1 (0.98%) Mobile App
Operating Systems
1 25 (24.51%) Windows
2 13 (12.75%) Linux
3 12 (11.76%) Windows Server
4 6 (5.88%) Unix
5 2 (1.96%) Windows 10
6 1 (0.98%) Solaris
Processes & Methodologies
1 29 (28.43%) Agile Software Development
2 22 (21.57%) Analytics
3 20 (19.61%) Visualisation
4 19 (18.63%) Business Intelligence
5 16 (15.69%) ETL
6 15 (14.71%) User Stories
7 14 (13.73%) Problem-Solving
7 14 (13.73%) Test Automation
8 13 (12.75%) Data Analysis
8 13 (12.75%) Mathematics
9 12 (11.76%) Scrum
10 11 (10.78%) Data Science
10 11 (10.78%) Mentoring
11 10 (9.80%) Data Transformation
11 10 (9.80%) OO
12 9 (8.82%) Machine Learning
13 8 (7.84%) Waterfall
14 7 (6.86%) Data Architecture
14 7 (6.86%) Data Integration
14 7 (6.86%) Migration
Programming Languages
1 25 (24.51%) C#
2 21 (20.59%) Python
3 14 (13.73%) SQL
4 11 (10.78%) C++
5 8 (7.84%) Java
6 7 (6.86%) Bash Shell
6 7 (6.86%) R
7 6 (5.88%) Perl
7 6 (5.88%) PowerShell
8 5 (4.90%) JavaScript
9 3 (2.94%) PHP
9 3 (2.94%) Scala
10 2 (1.96%) C
11 1 (0.98%) ABAP
11 1 (0.98%) PL/SQL
11 1 (0.98%) T-SQL
Qualifications
1 22 (21.57%) Degree
2 9 (8.82%) SC Cleared
2 9 (8.82%) Security Cleared
3 6 (5.88%) PhD
4 4 (3.92%) DV Cleared
5 3 (2.94%) CCNP
5 3 (2.94%) Cisco Certification
6 2 (1.96%) PRINCE2 Practitioner
7 1 (0.98%) CHECK Team Leader
7 1 (0.98%) Computer Science Degree
Quality Assurance & Compliance
1 12 (11.76%) Data Quality
2 8 (7.84%) QA
3 3 (2.94%) GDPR
4 2 (1.96%) SLA
5 1 (0.98%) ISO/IEC 27001
5 1 (0.98%) PCI DSS
System Software
1 4 (3.92%) Docker
2 2 (1.96%) KVM
3 1 (0.98%) HDFS
Systems Management
1 6 (5.88%) Puppet
2 4 (3.92%) Nessus
3 2 (1.96%) Ansible
3 2 (1.96%) Opscode Chef
4 1 (0.98%) Red Hat Spacewalk
Vendors
1 32 (31.37%) Microsoft
2 6 (5.88%) Cisco
3 5 (4.90%) Hortonworks
4 4 (3.92%) Cloudera
4 4 (3.92%) Informatica
4 4 (3.92%) MapR
4 4 (3.92%) McAfee
4 4 (3.92%) Netezza
4 4 (3.92%) NetScout
4 4 (3.92%) NetWitness
4 4 (3.92%) Palo Alto
4 4 (3.92%) Teradata
5 3 (2.94%) SAP
5 3 (2.94%) Tableau
6 2 (1.96%) Google
6 2 (1.96%) NEC
6 2 (1.96%) Oracle
6 2 (1.96%) VMware
7 1 (0.98%) ESRI
7 1 (0.98%) Minitab