Period
to 18 January 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 18 January 2018 with a comparison to the same period in the previous 2 years.

Data Management
England > South West
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 232 272 171
Rank change year-on-year +40 -101 +34
Permanent jobs citing Data Management 112 63 199
As % of all permanent IT jobs advertised in the South West 1.11% 0.60% 1.74%
As % of the Processes & Methodologies category 1.24% 0.67% 1.94%
Number of salaries quoted 88 50 154
South West median annual salary £42,501 £47,500 £45,000
Median salary % change year-on-year -10.53% +5.56% -2.17%
10th Percentile £26,750 £29,925 £31,500
90th Percentile £77,500 £63,775 £80,000
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +0.96%

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 8,998 9,428 10,261
As % of all permanent IT jobs advertised in the South West 89.14% 89.42% 89.72%
Number of salaries quoted 7,387 7,815 8,630
South West median annual salary £42,500 £41,500 £40,000
Median salary % change year-on-year +2.41% +3.75% +3.90%
10th Percentile £26,250 £26,250 £25,500
90th Percentile £63,750 £65,000 £62,550
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 18 January 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 18 January 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
Dorset +17 40 £33,500 -46.40%
Bristol -22 22 £45,000 -12.20% 13
Gloucestershire +41 20 £41,500 -11.70% 6
Somerset +10 13 £47,500 +26.67% 2
Wiltshire +8 11 £43,000 -2.82% 3
Cornwall -6 3 £39,000 +27.87% 1
Devon +18 2 £49,750 +53.08% 1
Data Management
England

For the 6 months to 18 January 2018, 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 63 (56.25%) SQL
2 51 (45.54%) Business Intelligence
3 41 (36.61%) Finance
4 40 (35.71%) Data Warehouse
4 40 (35.71%) Analytics
5 38 (33.93%) ETL
6 37 (33.04%) Data Modelling
6 37 (33.04%) SQL Server
7 32 (28.57%) Migration
8 29 (25.89%) Python
9 28 (25.00%) Data Analysis
10 25 (22.32%) Master Data Management
11 24 (21.43%) Degree
12 23 (20.54%) Analytical Skills
12 23 (20.54%) Power BI
13 22 (19.64%) Microsoft Excel
14 21 (18.75%) BusinessObjects
14 21 (18.75%) Data Integration
15 20 (17.86%) Data Migration
15 20 (17.86%) Data Architecture
15 20 (17.86%) SQL Server Integration Services
16 19 (16.96%) Microsoft
16 19 (16.96%) Perl
16 19 (16.96%) C++
17 18 (16.07%) JavaScript
17 18 (16.07%) Windows
17 18 (16.07%) Linux
17 18 (16.07%) Web Services
17 18 (16.07%) Bash Shell
17 18 (16.07%) Tableau

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 4 (3.57%) Oracle SOA Suite
2 2 (1.79%) SharePoint
3 1 (0.89%) Apache Spark
3 1 (0.89%) MS Project Server
3 1 (0.89%) SAS
Applications
1 22 (19.64%) Microsoft Excel
2 4 (3.57%) SPSS
3 3 (2.68%) SPSS Modeler
4 1 (0.89%) Microsoft Office
4 1 (0.89%) Microsoft Project
Business Applications
1 5 (4.46%) SAP Business ByDesign
1 5 (4.46%) SAP Business One
2 4 (3.57%) Lawson
2 4 (3.57%) Oracle BPM
2 4 (3.57%) Oracle ERP
3 3 (2.68%) Dynamics CRM
Cloud Services
1 12 (10.71%) Amazon AWS
2 7 (6.25%) Microsoft Azure
3 4 (3.57%) Dynamics 365
4 3 (2.68%) Amazon SQS
5 2 (1.79%) Azure Data Factory
6 1 (0.89%) GitHub
Communications & Networking
1 5 (4.46%) DHCP
1 5 (4.46%) DNS
1 5 (4.46%) TCP/IP
2 3 (2.68%) SMS
3 2 (1.79%) Ethernet
3 2 (1.79%) Wireless
4 1 (0.89%) Skype
Database & Business Intelligence
1 40 (35.71%) Data Warehouse
2 37 (33.04%) SQL Server
3 23 (20.54%) Power BI
4 21 (18.75%) BusinessObjects
5 20 (17.86%) SQL Server Integration Services
6 13 (11.61%) SQL Server Reporting Services
7 12 (10.71%) Qlik Sense
8 10 (8.93%) QlikView
9 9 (8.04%) Big Data
9 9 (8.04%) Relational Database
10 8 (7.14%) Data Mining
11 6 (5.36%) NoSQL
11 6 (5.36%) SQL Server Analysis Services
12 5 (4.46%) Crystal Reports
12 5 (4.46%) Data Lake
13 4 (3.57%) Geospatial Data
13 4 (3.57%) Hadoop
13 4 (3.57%) Semantic Layer
14 3 (2.68%) Amazon DynamoDB
14 3 (2.68%) Amazon RDS
Development Applications
1 15 (13.39%) ERwin
2 3 (2.68%) RStudio
3 2 (1.79%) Visual Studio
4 1 (0.89%) Git (software)
4 1 (0.89%) Gradle
4 1 (0.89%) Jenkins
4 1 (0.89%) JIRA
4 1 (0.89%) Maven
4 1 (0.89%) SQL Server Management Studio (SSMS)
General
1 41 (36.61%) Finance
2 11 (9.82%) Marketing
3 10 (8.93%) Retail
4 9 (8.04%) Manufacturing
4 9 (8.04%) Telecoms
5 8 (7.14%) Electronics
6 2 (1.79%) Aerospace
6 2 (1.79%) Legal
7 1 (0.89%) Banking
Job Titles
1 31 (27.68%) Analyst
2 27 (24.11%) Architect
3 25 (22.32%) Data Analyst
4 21 (18.75%) Data Architect
5 13 (11.61%) QA Engineer
5 13 (11.61%) Software QA Engineer
6 10 (8.93%) Consultant
7 9 (8.04%) Enterprise Architect
7 9 (8.04%) SQL Analyst
7 9 (8.04%) SQL Data Analyst
8 8 (7.14%) Senior Analyst
8 8 (7.14%) Senior Architect
9 7 (6.25%) Business Intelligence Consultant
10 6 (5.36%) Developer
10 6 (5.36%) Enterprise Data Architect
10 6 (5.36%) Senior Data Analyst
10 6 (5.36%) Solutions Architect
10 6 (5.36%) Systems Engineer
11 5 (4.46%) Business Intelligence Analyst
11 5 (4.46%) Financial Analyst
Libraries, Frameworks & Software Standards
1 18 (16.07%) Web Services
2 14 (12.50%) REST
3 13 (11.61%) XML
4 10 (8.93%) JSON
4 10 (8.93%) SOAP
5 4 (3.57%) .NET
5 4 (3.57%) ASP.NET
5 4 (3.57%) Middleware
6 3 (2.68%) React
6 3 (2.68%) Redux
7 2 (1.79%) MDX
8 1 (0.89%) AngularJS
8 1 (0.89%) Apache Tika
8 1 (0.89%) Grails
8 1 (0.89%) Lucene
8 1 (0.89%) Node.js
8 1 (0.89%) Nutch
8 1 (0.89%) Play Framework
8 1 (0.89%) Regular Expression
8 1 (0.89%) Spring Boot
Miscellaneous
1 23 (20.54%) Analytical Skills
2 13 (11.61%) Management Information System
3 12 (10.71%) Data Structures
4 6 (5.36%) Hybrid Cloud
5 4 (3.57%) Virtual Team
6 3 (2.68%) Algorithms
6 3 (2.68%) Computer Science
7 1 (0.89%) NHS
7 1 (0.89%) PMI
7 1 (0.89%) Reference Data
Operating Systems
1 18 (16.07%) Linux
1 18 (16.07%) Windows
2 5 (4.46%) Unix
Processes & Methodologies
1 51 (45.54%) Business Intelligence
2 40 (35.71%) Analytics
3 38 (33.93%) ETL
4 37 (33.04%) Data Modelling
5 32 (28.57%) Migration
6 28 (25.00%) Data Analysis
7 25 (22.32%) Master Data Management
8 21 (18.75%) Data Integration
9 20 (17.86%) Data Architecture
9 20 (17.86%) Data Migration
10 17 (15.18%) Agile Software Development
11 16 (14.29%) Visualisation
12 15 (13.39%) Mathematics
13 14 (12.50%) CRM
13 14 (12.50%) Data Governance
14 13 (11.61%) Fault Analysis
14 13 (11.61%) OO
14 13 (11.61%) Software Testing
14 13 (11.61%) Test Automation
15 12 (10.71%) Data Strategy
Programming Languages
1 63 (56.25%) SQL
2 29 (25.89%) Python
3 19 (16.96%) C++
3 19 (16.96%) Perl
4 18 (16.07%) Bash Shell
4 18 (16.07%) JavaScript
5 14 (12.50%) C#
6 12 (10.71%) Java
7 8 (7.14%) R
8 7 (6.25%) T-SQL
9 5 (4.46%) PowerShell
9 5 (4.46%) VBA
10 2 (1.79%) PL/SQL
11 1 (0.89%) Groovy
11 1 (0.89%) Scala
Qualifications
1 24 (21.43%) Degree
2 13 (11.61%) Numerate Degree
3 5 (4.46%) SC Cleared
3 5 (4.46%) Security Cleared
4 3 (2.68%) APMP
4 3 (2.68%) Computer Science Degree
5 1 (0.89%) PMI Certification
Quality Assurance & Compliance
1 13 (11.61%) Data Quality
1 13 (11.61%) QA
2 7 (6.25%) GDPR
3 3 (2.68%) SLA
4 1 (0.89%) HL7
4 1 (0.89%) SNOMED CT
System Software
1 6 (5.36%) Docker
Systems Management
1 5 (4.46%) Nessus
1 5 (4.46%) Puppet
2 2 (1.79%) Red Hat Spacewalk
Vendors
1 19 (16.96%) Microsoft
2 18 (16.07%) Tableau
3 13 (11.61%) SAP
4 7 (6.25%) Cognos
4 7 (6.25%) IBM
4 7 (6.25%) Oracle
5 5 (4.46%) Cisco
5 5 (4.46%) McAfee
5 5 (4.46%) NetScout
5 5 (4.46%) NetWitness
5 5 (4.46%) Palo Alto
5 5 (4.46%) Sourcefire
6 4 (3.57%) Infor
6 4 (3.57%) Workday
7 2 (1.79%) ArcSight
7 2 (1.79%) Hortonworks
7 2 (1.79%) IDERA
7 2 (1.79%) Informatica
7 2 (1.79%) Splunk
7 2 (1.79%) Talend