Period
to 20 July 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 20 July 2018 with a comparison to the same period in the previous 2 years.

Data Management
England > South West
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 220 221 218
Rank change year-on-year +1 -3 -18
Permanent jobs citing Data Management 125 121 139
As % of all permanent IT jobs advertised in the South West 1.16% 1.16% 1.25%
As % of the Processes & Methodologies category 1.27% 1.26% 1.40%
Number of salaries quoted 105 84 97
South West median annual salary £42,500 £40,000 £45,000
Median salary % change year-on-year +6.25% -11.11% +12.50%
10th Percentile £31,250 £30,000 £25,000
90th Percentile £70,000 £60,500 £78,750
England median annual salary £55,000 £51,500 £50,500
% change year-on-year +6.80% +1.98% -3.81%

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 9,841 9,567 9,953
As % of all permanent IT jobs advertised in the South West 91.03% 91.53% 89.40%
Number of salaries quoted 8,089 7,899 8,240
South West median annual salary £42,500 £41,500 £40,000
Median salary % change year-on-year +2.41% +3.75% -
10th Percentile £26,250 £26,000 £25,750
90th Percentile £65,000 £63,750 £65,000
England median annual salary £50,000 £50,000 £50,000

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 20 July 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 20 July 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
Bristol +13 45 £45,000 +13.92% 6
Wiltshire -12 26 £32,500 -24.42% 5
Gloucestershire +27 25 £43,000 +1.18% 5
Somerset +10 12 £40,000 - 5
Dorset - 7 £32,500 - 2
Devon +15 6 £39,738 -10.20% 1
Cornwall -7 2 £65,000 - 1
Data Management
England

For the 6 months to 20 July 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 39 (31.20%) Windows
2 35 (28.00%) Agile Software Development
3 33 (26.40%) Python
4 32 (25.60%) SQL
5 31 (24.80%) Microsoft
6 30 (24.00%) Visualisation
7 29 (23.20%) C#
7 29 (23.20%) SQL Server
8 28 (22.40%) Business Intelligence
9 25 (20.00%) Finance
10 24 (19.20%) Linux
11 23 (18.40%) Data Warehouse
11 23 (18.40%) Data Modelling
12 22 (17.60%) Management Information System
13 20 (16.00%) ETL
13 20 (16.00%) Bash Shell
13 20 (16.00%) Analytics
14 18 (14.40%) Security Cleared
14 18 (14.40%) PowerShell
14 18 (14.40%) SC Cleared
15 17 (13.60%) Unix
15 17 (13.60%) .NET
15 17 (13.60%) SIEM
16 16 (12.80%) Aerospace
16 16 (12.80%) SQL Server Integration Services
16 16 (12.80%) Degree
17 15 (12.00%) Data Analysis
17 15 (12.00%) Java
18 14 (11.20%) Visual Studio
18 14 (11.20%) SaaS

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 6 (4.80%) SAS
2 4 (3.20%) Skype for Business
3 3 (2.40%) Apache Spark
4 2 (1.60%) Apache
4 2 (1.60%) Elasticsearch
5 1 (0.80%) Apache Solr
5 1 (0.80%) Confluence
Applications
1 6 (4.80%) Microsoft Excel
2 2 (1.60%) Microsoft Office
2 2 (1.60%) SPSS
3 1 (0.80%) Microsoft PowerPoint
3 1 (0.80%) Microsoft Project
3 1 (0.80%) MS Visio
3 1 (0.80%) SPSS Modeler
Business Applications
1 6 (4.80%) Dynamics CRM
2 1 (0.80%) Cognos Business Intelligence
Cloud Services
1 14 (11.20%) SaaS
2 13 (10.40%) Microsoft Azure
3 10 (8.00%) Amazon AWS
4 4 (3.20%) IaaS
4 4 (3.20%) Office 365
5 3 (2.40%) Azure Active Directory
5 3 (2.40%) Azure Data Factory
5 3 (2.40%) Google Cloud Platform
6 2 (1.60%) Data Lake Analytics
6 2 (1.60%) Dynamics 365
6 2 (1.60%) PaaS
7 1 (0.80%) Amazon EC2
7 1 (0.80%) Amazon EMR
7 1 (0.80%) Virtual Private Cloud
Communications & Networking
1 5 (4.00%) DHCP
1 5 (4.00%) DNS
1 5 (4.00%) SMS
1 5 (4.00%) Sourcefire
1 5 (4.00%) TCP/IP
2 4 (3.20%) Skype
2 4 (3.20%) Unified Communications
2 4 (3.20%) WAN
3 1 (0.80%) Internet
Database & Business Intelligence
1 29 (23.20%) SQL Server
2 23 (18.40%) Data Warehouse
3 16 (12.80%) SQL Server Integration Services
4 13 (10.40%) Big Data
5 11 (8.80%) Relational Database
6 10 (8.00%) Hadoop
7 7 (5.60%) Data Lake
7 7 (5.60%) Power BI
8 6 (4.80%) SQL Server Reporting Services
9 5 (4.00%) Enterprise Data Warehouse
9 5 (4.00%) MySQL
10 4 (3.20%) BusinessObjects
10 4 (3.20%) Data Mining
10 4 (3.20%) Oracle Database
10 4 (3.20%) RDBMS
10 4 (3.20%) SQL Server 2005
10 4 (3.20%) SQL Server 2008
10 4 (3.20%) SQL Server 2012
10 4 (3.20%) SQL Server 2016
10 4 (3.20%) SQL Server Analysis Services
Development Applications
1 14 (11.20%) Visual Studio
2 5 (4.00%) ERwin
3 3 (2.40%) Team Foundation Server
4 2 (1.60%) Git (software)
5 1 (0.80%) ER Studio
5 1 (0.80%) JIRA
5 1 (0.80%) RStudio
General
1 25 (20.00%) Finance
2 16 (12.80%) Aerospace
3 8 (6.40%) Marketing
4 2 (1.60%) Electronics
4 2 (1.60%) Manufacturing
4 2 (1.60%) Military
4 2 (1.60%) Retail
4 2 (1.60%) Telecoms
5 1 (0.80%) Automotive
5 1 (0.80%) Avionics
5 1 (0.80%) Banking
5 1 (0.80%) Financial Institution
5 1 (0.80%) Law
Job Titles
1 26 (20.80%) Developer
2 21 (16.80%) Analyst
3 20 (16.00%) Systems Engineer
4 12 (9.60%) Architect
5 11 (8.80%) .NET Developer
5 11 (8.80%) SIEM Engineer
6 10 (8.00%) Data Architect
7 8 (6.40%) Senior Systems Engineer
8 6 (4.80%) Graduate
8 6 (4.80%) Linux Engineer
8 6 (4.80%) Linux Systems Engineer
8 6 (4.80%) Network Systems Engineer
9 5 (4.00%) Graduate Analyst
9 5 (4.00%) Graduate Analyst Programmer
9 5 (4.00%) Graduate Programmer
9 5 (4.00%) Lead Tester
9 5 (4.00%) Security Engineer
9 5 (4.00%) Senior Tester
9 5 (4.00%) Solutions Architect
9 5 (4.00%) Test Leader
Libraries, Frameworks & Software Standards
1 17 (13.60%) .NET
2 11 (8.80%) ASP.NET Web Forms
2 11 (8.80%) LINQ
3 5 (4.00%) XML
4 4 (3.20%) HTML
5 3 (2.40%) RESTful
5 3 (2.40%) Web Services
6 2 (1.60%) CSS
6 2 (1.60%) HTML5
6 2 (1.60%) Kafka
6 2 (1.60%) SOAP
7 1 (0.80%) AngularJS
7 1 (0.80%) CSS3
7 1 (0.80%) Node.js
7 1 (0.80%) React
7 1 (0.80%) Regular Expression
7 1 (0.80%) REST
7 1 (0.80%) SAP Fiori
7 1 (0.80%) SAPUI5
7 1 (0.80%) Twitter Bootstrap
Miscellaneous
1 22 (17.60%) Management Information System
2 12 (9.60%) Analytical Skills
3 9 (7.20%) Fintech
4 5 (4.00%) Computer Science
4 5 (4.00%) Data Centre
5 3 (2.40%) Data Structures
5 3 (2.40%) Self-Motivation
6 2 (1.60%) Algorithms
6 2 (1.60%) CUDA
6 2 (1.60%) Virtual Team
7 1 (0.80%) Analytical Mindset
7 1 (0.80%) Greenfield Project
7 1 (0.80%) Internet of Things
7 1 (0.80%) Mobile App
7 1 (0.80%) NHS
7 1 (0.80%) User Experience
Operating Systems
1 39 (31.20%) Windows
2 24 (19.20%) Linux
3 17 (13.60%) Unix
4 11 (8.80%) Windows Server
5 4 (3.20%) Windows 10
6 1 (0.80%) Solaris
Processes & Methodologies
1 35 (28.00%) Agile Software Development
2 30 (24.00%) Visualisation
3 28 (22.40%) Business Intelligence
4 23 (18.40%) Data Modelling
5 20 (16.00%) Analytics
5 20 (16.00%) ETL
6 17 (13.60%) SIEM
7 15 (12.00%) Data Analysis
8 14 (11.20%) Test Automation
8 14 (11.20%) User Stories
9 13 (10.40%) Migration
9 13 (10.40%) Waterfall
10 11 (8.80%) Data Strategy
10 11 (8.80%) PRINCE2
10 11 (8.80%) Scrum
11 9 (7.20%) Data Integration
11 9 (7.20%) Mathematics
11 9 (7.20%) Mentoring
11 9 (7.20%) OO
11 9 (7.20%) Stakeholder Management
Programming Languages
1 33 (26.40%) Python
2 32 (25.60%) SQL
3 29 (23.20%) C#
4 20 (16.00%) Bash Shell
5 18 (14.40%) PowerShell
6 15 (12.00%) Java
7 11 (8.80%) C++
8 8 (6.40%) Perl
9 7 (5.60%) R
9 7 (5.60%) T-SQL
10 5 (4.00%) JavaScript
11 4 (3.20%) C
11 4 (3.20%) Scala
12 3 (2.40%) Java 8
12 3 (2.40%) PHP
12 3 (2.40%) U-SQL
12 3 (2.40%) VB
13 1 (0.80%) ABAP
13 1 (0.80%) ES6
13 1 (0.80%) PL/SQL
Qualifications
1 18 (14.40%) SC Cleared
1 18 (14.40%) Security Cleared
2 16 (12.80%) Degree
3 7 (5.60%) CCNP
3 7 (5.60%) Cisco Certification
4 5 (4.00%) PhD
5 4 (3.20%) PRINCE2 Practitioner
6 2 (1.60%) MCP
7 1 (0.80%) ACCA
7 1 (0.80%) CIMA
7 1 (0.80%) Computer Science Degree
7 1 (0.80%) DV Cleared
7 1 (0.80%) Numerate Degree
Quality Assurance & Compliance
1 14 (11.20%) Data Quality
2 8 (6.40%) QA
3 4 (3.20%) SLA
4 2 (1.60%) GDPR
5 1 (0.80%) ISO/IEC 27001
System Software
1 5 (4.00%) Docker
2 2 (1.60%) Active Directory
3 1 (0.80%) HDFS
Systems Management
1 5 (4.00%) Nessus
1 5 (4.00%) Puppet
2 1 (0.80%) Ansible
Vendors
1 31 (24.80%) Microsoft
2 11 (8.80%) Capita
3 9 (7.20%) Cisco
4 6 (4.80%) Oracle
4 6 (4.80%) Teradata
5 5 (4.00%) ArcSight
5 5 (4.00%) Cloudera
5 5 (4.00%) McAfee
5 5 (4.00%) NetScout
5 5 (4.00%) NetWitness
5 5 (4.00%) Palo Alto
5 5 (4.00%) SAP
6 4 (3.20%) MicroStrategy
6 4 (3.20%) NEC
6 4 (3.20%) Tableau
7 3 (2.40%) Dataiku
7 3 (2.40%) Google
7 3 (2.40%) Hortonworks
8 2 (1.60%) Alteryx
8 2 (1.60%) MapR