Period
to 19 November 2017

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 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Management
England > South West
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 197 274 159
Rank change year-on-year +77 -115 +48
Permanent jobs citing Data Management 125 71 239
As % of all permanent IT jobs advertised in the South West 1.22% 0.65% 2.01%
As % of the Processes & Methodologies category 1.37% 0.74% 2.26%
Number of salaries quoted 85 58 158
South West median annual salary £43,000 £45,822 £46,000
Median salary % change year-on-year -6.16% -0.39% +2.22%
10th Percentile £30,500 £25,665 £31,425
90th Percentile £72,000 £63,825 £80,000
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +2.94%

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 9149 9655 10558
As % of all permanent IT jobs advertised in the South West 89.57% 88.86% 88.80%
Number of salaries quoted 7532 8042 8867
South West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +3.90%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £65,000 £63,750 £63,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 19 November 2017.

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 19 November 2017. 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
Dorset +36 32 £41,000 -34.40% 1
Wiltshire +7 26 £43,000 -2.82% 1
Bristol -22 22 £45,000 -12.20% 2
Somerset +11 21 £55,000 +41.94% 1
Gloucestershire +30 14 £37,750 -26.70% 2
Devon +9 6 £44,250 +63.89% 1
Cornwall +5 3 £39,000 +27.87%
Data Management
England

For the 6 months to 19 November 2017, IT jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South West region with a requirement for Data Management.

1 69 (55.20%) Business Intelligence
2 56 (44.80%) SQL
3 51 (40.80%) Finance
4 48 (38.40%) Data Warehouse
5 44 (35.20%) Analytics
6 38 (30.40%) SQL Server
7 37 (29.60%) ETL
8 35 (28.00%) Data Modelling
9 31 (24.80%) Python
10 28 (22.40%) Degree
10 28 (22.40%) Data Architecture
10 28 (22.40%) Power BI
11 27 (21.60%) Data Analysis
11 27 (21.60%) Visualisation
11 27 (21.60%) Microsoft
11 27 (21.60%) SAP
12 25 (20.00%) Data Structures
13 24 (19.20%) Migration
13 24 (19.20%) Master Data Management
14 22 (17.60%) SQL Server Integration Services
14 22 (17.60%) Marketing
14 22 (17.60%) Programme Management
14 22 (17.60%) Agile Software Development
14 22 (17.60%) Manufacturing
14 22 (17.60%) Management Information System
14 22 (17.60%) Analytical Skills
15 21 (16.80%) Electronics
15 21 (16.80%) Telecoms
15 21 (16.80%) SQL Server Reporting Services
15 21 (16.80%) Digital Marketing

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 11 (8.80%) SharePoint
2 4 (3.20%) Oracle SOA Suite
3 2 (1.60%) Apache
3 2 (1.60%) SAS
4 1 (0.80%) Apache Spark
4 1 (0.80%) MS Project Server
Applications
1 19 (15.20%) Microsoft Excel
2 7 (5.60%) SPSS
3 4 (3.20%) SPSS Modeler
4 1 (0.80%) Microsoft Office
4 1 (0.80%) Microsoft Project
4 1 (0.80%) Siemens NX
Business Applications
1 5 (4.00%) SAP Business ByDesign
1 5 (4.00%) SAP Business One
2 4 (3.20%) Lawson
2 4 (3.20%) Oracle BPM
2 4 (3.20%) Oracle ERP
3 3 (2.40%) Dynamics CRM
4 1 (0.80%) SAP Hybris
4 1 (0.80%) SDL Web 8
4 1 (0.80%) Teamcenter
Cloud Services
1 15 (12.00%) Amazon AWS
2 12 (9.60%) Microsoft Azure
3 7 (5.60%) Google Cloud Platform
4 4 (3.20%) Dynamics 365
5 2 (1.60%) Amazon SQS
6 1 (0.80%) Azure Data Factory
6 1 (0.80%) GitHub
6 1 (0.80%) SaaS
Communications & Networking
1 6 (4.80%) DNS
2 5 (4.00%) DHCP
2 5 (4.00%) Skype
2 5 (4.00%) TCP/IP
Database & Business Intelligence
1 48 (38.40%) Data Warehouse
2 38 (30.40%) SQL Server
3 28 (22.40%) Power BI
4 22 (17.60%) SQL Server Integration Services
5 21 (16.80%) SQL Server Reporting Services
6 20 (16.00%) BusinessObjects
7 18 (14.40%) QlikView
8 15 (12.00%) Relational Database
9 11 (8.80%) Big Data
9 11 (8.80%) Qlik Sense
10 10 (8.00%) Data Mining
11 9 (7.20%) SQL Server Analysis Services
12 7 (5.60%) Hadoop
13 6 (4.80%) NoSQL
13 6 (4.80%) OLAP
14 5 (4.00%) Crystal Reports
14 5 (4.00%) Geospatial Data
15 4 (3.20%) Data Lake
15 4 (3.20%) IBM InfoSphere
15 4 (3.20%) Semantic Layer
Development Applications
1 11 (8.80%) ERwin
2 4 (3.20%) RStudio
3 3 (2.40%) Visual Studio
4 2 (1.60%) SQL Server Management Studio (SSMS)
5 1 (0.80%) Git (software)
5 1 (0.80%) Gradle
5 1 (0.80%) Jenkins
5 1 (0.80%) JIRA
5 1 (0.80%) Maven
5 1 (0.80%) Talend Open Studio
General
1 51 (40.80%) Finance
2 22 (17.60%) Manufacturing
2 22 (17.60%) Marketing
3 21 (16.80%) Electronics
3 21 (16.80%) Telecoms
4 16 (12.80%) Retail
5 3 (2.40%) Aerospace
6 1 (0.80%) Banking
Job Titles
1 35 (28.00%) Architect
2 31 (24.80%) Data Architect
3 25 (20.00%) Analyst
4 20 (16.00%) Data Analyst
5 12 (9.60%) Data Manager
6 9 (7.20%) Consultant
6 9 (7.20%) Senior Architect
6 9 (7.20%) Software Engineer
7 8 (6.40%) Administrator
7 8 (6.40%) Enterprise Architect
8 7 (5.60%) AWS Architect
8 7 (5.60%) Azure Architect
8 7 (5.60%) DBA
8 7 (5.60%) Java Architect
8 7 (5.60%) Senior Analyst
8 7 (5.60%) Systems Engineer
8 7 (5.60%) TOGAF Architect
9 6 (4.80%) Software QA Engineer
9 6 (4.80%) SQL Analyst
9 6 (4.80%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 17 (13.60%) Web Services
2 15 (12.00%) XML
3 14 (11.20%) REST
4 10 (8.00%) JSON
4 10 (8.00%) SOAP
5 5 (4.00%) Regular Expression
6 4 (3.20%) .NET
6 4 (3.20%) ASP.NET
6 4 (3.20%) Middleware
7 2 (1.60%) CGI
7 2 (1.60%) React
7 2 (1.60%) Redux
8 1 (0.80%) AngularJS
8 1 (0.80%) Apache Tika
8 1 (0.80%) CSS
8 1 (0.80%) D3.js
8 1 (0.80%) ggplot2
8 1 (0.80%) HTML
8 1 (0.80%) Play Framework
8 1 (0.80%) Spring Boot
Miscellaneous
1 25 (20.00%) Data Structures
2 22 (17.60%) Analytical Skills
2 22 (17.60%) Management Information System
3 8 (6.40%) Renewable Energy
4 7 (5.60%) Replication
5 6 (4.80%) Computer Science
6 5 (4.00%) Algorithms
6 5 (4.00%) Hybrid Cloud
6 5 (4.00%) Virtual Team
7 1 (0.80%) Blog
7 1 (0.80%) PMI
7 1 (0.80%) Reference Data
Operating Systems
1 17 (13.60%) Windows
2 13 (10.40%) Unix
3 12 (9.60%) Linux
4 5 (4.00%) Solaris
Processes & Methodologies
1 69 (55.20%) Business Intelligence
2 44 (35.20%) Analytics
3 37 (29.60%) ETL
4 35 (28.00%) Data Modelling
5 28 (22.40%) Data Architecture
6 27 (21.60%) Data Analysis
6 27 (21.60%) Visualisation
7 24 (19.20%) Master Data Management
7 24 (19.20%) Migration
8 22 (17.60%) Agile Software Development
8 22 (17.60%) Programme Management
9 21 (16.80%) Digital Marketing
10 17 (13.60%) Data Integration
10 17 (13.60%) TOGAF
11 16 (12.80%) Software Engineering
12 15 (12.00%) Data Governance
12 15 (12.00%) Data Migration
12 15 (12.00%) Data Security
12 15 (12.00%) Data Strategy
12 15 (12.00%) Mathematics
Programming Languages
1 56 (44.80%) SQL
2 31 (24.80%) Python
3 20 (16.00%) Java
4 16 (12.80%) C#
5 14 (11.20%) Perl
6 13 (10.40%) C++
7 12 (9.60%) Bash Shell
8 10 (8.00%) JavaScript
9 7 (5.60%) R
10 6 (4.80%) PowerShell
10 6 (4.80%) T-SQL
11 5 (4.00%) VBA
12 2 (1.60%) C
12 2 (1.60%) PL/SQL
13 1 (0.80%) Groovy
13 1 (0.80%) Scala
Qualifications
1 28 (22.40%) Degree
2 16 (12.80%) Security Cleared
3 11 (8.80%) Numerate Degree
4 7 (5.60%) SC Cleared
5 4 (3.20%) DV Cleared
6 3 (2.40%) Computer Science Degree
7 2 (1.60%) APMP
8 1 (0.80%) PMI Certification
Quality Assurance & Compliance
1 12 (9.60%) Data Quality
2 11 (8.80%) QA
3 7 (5.60%) GCP
4 6 (4.80%) GDPR
5 4 (3.20%) Government Security Classifications
6 3 (2.40%) SLA
System Software
1 7 (5.60%) Docker
Systems Management
1 6 (4.80%) Nessus
1 6 (4.80%) Puppet
2 2 (1.60%) Red Hat Spacewalk
Vendors
1 27 (21.60%) Microsoft
1 27 (21.60%) SAP
2 14 (11.20%) Tableau
3 8 (6.40%) IBM
4 7 (5.60%) Cognos
5 6 (4.80%) Cisco
5 6 (4.80%) McAfee
5 6 (4.80%) NetScout
5 6 (4.80%) NetWitness
5 6 (4.80%) Oracle
5 6 (4.80%) Palo Alto
5 6 (4.80%) Sourcefire
6 5 (4.00%) NetApp
6 5 (4.00%) VMware
7 4 (3.20%) Infor
7 4 (3.20%) Workday
8 3 (2.40%) Minitab
9 2 (1.60%) ArcSight
9 2 (1.60%) Splunk
10 1 (0.80%) Talend