Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Bristol 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Management
South West > Bristol
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 183 157 121
Rank change year-on-year -26 -36 +28
Permanent jobs citing Data Management 22 24 76
As % of all permanent IT jobs advertised in Bristol 0.58% 0.75% 2.01%
As % of the Processes & Methodologies category 0.63% 0.82% 2.22%
Number of salaries quoted 13 21 46
Bristol median annual salary £45,000 £51,250 £48,750
Median salary % change year-on-year -12.20% +5.13% +14.71%
10th Percentile £26,250 £32,500 £33,250
90th Percentile £83,000 £64,000 £80,000
South West median annual salary £43,000 £45,145 £46,000
% change year-on-year -4.75% -1.86% +5.14%

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 Bristol with a requirement for process or methodology skills.

All Process and Methodology Skills
Bristol
Permanent vacancies with a requirement for process or methodology skills 3510 2926 3418
As % of all permanent IT jobs advertised in Bristol 91.98% 91.12% 90.50%
Number of salaries quoted 2891 2468 2949
Bristol median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% +6.25%
10th Percentile £26,500 £27,500 £26,750
90th Percentile £67,500 £70,000 £67,500
South West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +3.90%

Data Management
Job Vacancy Trend in Bristol

Job postings citing Data Management as a percentage of all IT jobs advertised in Bristol.

Job vacancy trend for Data Management in Bristol

Data Management
Salary Trend in Bristol

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

Salary trend for Data Management in Bristol

Data Management
Salary Histogram in Bristol

The salary distribution of IT jobs citing Data Management in Bristol over the 6 months to 23 November 2017.

Salary histogram for Data Management in Bristol

For the 6 months to 23 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 Bristol region with a requirement for Data Management.

1 13 (59.09%) Python
2 12 (54.55%) Business Intelligence
2 12 (54.55%) C#
3 11 (50.00%) Java
3 11 (50.00%) Finance
4 10 (45.45%) Manufacturing
4 10 (45.45%) Programme Management
4 10 (45.45%) SAP
4 10 (45.45%) Marketing
5 9 (40.91%) Digital Marketing
5 9 (40.91%) Electronics
5 9 (40.91%) Telecoms
6 8 (36.36%) Agile Software Development
6 8 (36.36%) Perl
7 7 (31.82%) C++
7 7 (31.82%) SC Cleared
7 7 (31.82%) Security Cleared
7 7 (31.82%) Software Engineering
7 7 (31.82%) Machine Learning
8 6 (27.27%) Cybersecurity
8 6 (27.27%) Docker
8 6 (27.27%) Palo Alto
8 6 (27.27%) NetWitness
8 6 (27.27%) NetScout
8 6 (27.27%) PowerShell
8 6 (27.27%) Visualisation
8 6 (27.27%) Bash Shell
8 6 (27.27%) Puppet
8 6 (27.27%) SIEM
8 6 (27.27%) Management Information System

Data Management
Co-occurring IT Skills in Bristol 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 1 (4.55%) MS Project Server
1 1 (4.55%) SharePoint
Applications
1 3 (13.64%) Microsoft Excel
2 1 (4.55%) Microsoft Office
2 1 (4.55%) Microsoft Project
2 1 (4.55%) Siemens NX
Business Applications
1 1 (4.55%) SAP Hybris
1 1 (4.55%) SDL Web 8
1 1 (4.55%) Teamcenter
Cloud Services
1 2 (9.09%) Amazon AWS
1 2 (9.09%) Amazon SQS
1 2 (9.09%) Microsoft Azure
2 1 (4.55%) Dynamics 365
Communications & Networking
1 5 (22.73%) DHCP
1 5 (22.73%) DNS
1 5 (22.73%) TCP/IP
Database & Business Intelligence
1 5 (22.73%) SQL Server
2 4 (18.18%) Data Warehouse
2 4 (18.18%) SQL Server Integration Services
3 2 (9.09%) Amazon DynamoDB
3 2 (9.09%) Amazon RDS
3 2 (9.09%) Power BI
3 2 (9.09%) QlikView
4 1 (4.55%) Oracle Database
Development Applications
1 1 (4.55%) Visual Studio
General
1 11 (50.00%) Finance
2 10 (45.45%) Manufacturing
2 10 (45.45%) Marketing
3 9 (40.91%) Electronics
3 9 (40.91%) Telecoms
4 2 (9.09%) Aerospace
Job Titles
1 7 (31.82%) Systems Engineer
2 6 (27.27%) Software Engineer
2 6 (27.27%) Web Engineer
3 4 (18.18%) Senior Systems Engineer
4 3 (13.64%) Analyst
5 2 (9.09%) Administrator
5 2 (9.09%) Data Analyst
5 2 (9.09%) DBA
5 2 (9.09%) SQL DBA
6 1 (4.55%) Developer
6 1 (4.55%) E-Commerce Manager
6 1 (4.55%) Graduate
6 1 (4.55%) Graduate Analyst
6 1 (4.55%) Graduate Data Analyst
6 1 (4.55%) Oracle Developer
6 1 (4.55%) Project Controller
6 1 (4.55%) Senior Software Engineer
6 1 (4.55%) Senior Web Engineer
Libraries, Frameworks & Software Standards
1 2 (9.09%) React
1 2 (9.09%) Redux
2 1 (4.55%) .NET
2 1 (4.55%) ASP.NET
Miscellaneous
1 6 (27.27%) Management Information System
2 5 (22.73%) Algorithms
2 5 (22.73%) Data Structures
2 5 (22.73%) Virtual Team
3 2 (9.09%) Computer Science
4 1 (4.55%) Blog
4 1 (4.55%) PMI
Operating Systems
1 6 (27.27%) Linux
1 6 (27.27%) Unix
1 6 (27.27%) Windows
Processes & Methodologies
1 12 (54.55%) Business Intelligence
2 10 (45.45%) Programme Management
3 9 (40.91%) Digital Marketing
4 8 (36.36%) Agile Software Development
5 7 (31.82%) Machine Learning
5 7 (31.82%) Software Engineering
6 6 (27.27%) Cybersecurity
6 6 (27.27%) SIEM
6 6 (27.27%) Visualisation
7 5 (22.73%) Customer Requirements
8 4 (18.18%) Statistical Analysis
9 3 (13.64%) SDLC
10 2 (9.09%) Business Analysis
10 2 (9.09%) Change Management
10 2 (9.09%) Migration
10 2 (9.09%) Open Source
10 2 (9.09%) Patch Management
10 2 (9.09%) PDM
10 2 (9.09%) Process Improvement
10 2 (9.09%) Statistics
Programming Languages
1 13 (59.09%) Python
2 12 (54.55%) C#
3 11 (50.00%) Java
4 8 (36.36%) Perl
5 7 (31.82%) C++
6 6 (27.27%) Bash Shell
6 6 (27.27%) PowerShell
7 5 (22.73%) SQL
8 2 (9.09%) JavaScript
9 1 (4.55%) PL/SQL
Qualifications
1 7 (31.82%) SC Cleared
1 7 (31.82%) Security Cleared
2 2 (9.09%) Computer Science Degree
2 2 (9.09%) Degree
3 1 (4.55%) APMP
3 1 (4.55%) PMI Certification
System Software
1 6 (27.27%) Docker
Systems Management
1 6 (27.27%) Nessus
1 6 (27.27%) Puppet
2 2 (9.09%) Red Hat Spacewalk
Vendors
1 10 (45.45%) SAP
2 6 (27.27%) Cisco
2 6 (27.27%) McAfee
2 6 (27.27%) NetScout
2 6 (27.27%) NetWitness
2 6 (27.27%) Palo Alto
2 6 (27.27%) Sourcefire
3 2 (9.09%) ArcSight
3 2 (9.09%) Splunk
3 2 (9.09%) Tableau
4 1 (4.55%) hybris
4 1 (4.55%) Microsoft
4 1 (4.55%) Oracle
4 1 (4.55%) Salesforce.com
4 1 (4.55%) Siemens