Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Bedfordshire 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 17 November 2017 with a comparison to the same period in the previous 2 years.

Data Management
East of England > Bedfordshire
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 73 84 118
Rank change year-on-year +11 +34 -14
Permanent jobs citing Data Management 22 36 23
As % of all permanent IT jobs advertised in Bedfordshire 2.00% 2.22% 1.16%
As % of the Processes & Methodologies category 2.25% 2.39% 1.29%
Number of salaries quoted 11 35 20
Bedfordshire median annual salary £50,000 £57,500 £62,500
Median salary % change year-on-year -13.04% -8.00% +25.00%
10th Percentile £42,500 £34,600 £54,750
90th Percentile £70,000 £87,500 £76,000
East of England median annual salary £50,000 £49,000 £45,000
% change year-on-year +2.04% +8.89% -18.18%

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 Bedfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Bedfordshire
Permanent vacancies with a requirement for process or methodology skills 977 1509 1783
As % of all permanent IT jobs advertised in Bedfordshire 88.66% 92.92% 90.05%
Number of salaries quoted 813 1321 1571
Bedfordshire median annual salary £49,000 £50,000 £47,500
Median salary % change year-on-year -2.00% +5.26% +5.56%
10th Percentile £27,500 £31,250 £30,000
90th Percentile £70,000 £77,500 £72,500
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +3.57%

Data Management
Job Vacancy Trend in Bedfordshire

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

Job vacancy trend for Data Management in Bedfordshire

Data Management
Salary Trend in Bedfordshire

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

Salary trend for Data Management in Bedfordshire

Data Management
Salary Histogram in Bedfordshire

The salary distribution of IT jobs citing Data Management in Bedfordshire over the 6 months to 17 November 2017.

Salary histogram for Data Management in Bedfordshire

Data Management
Job Locations in Bedfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the Bedfordshire region over the 6 months to 17 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
Luton +23 16 £50,000 +2.04% 2
Bedford +10 3 £45,000 -23.40%
Data Management
East of England

For the 6 months to 17 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 Bedfordshire region with a requirement for Data Management.

1 16 (72.73%) SQL
2 14 (63.64%) Python
2 14 (63.64%) Data Quality
3 13 (59.09%) Analytics
3 13 (59.09%) Big Data
3 13 (59.09%) Amazon AWS
3 13 (59.09%) Statistics
3 13 (59.09%) Degree
3 13 (59.09%) JSON
4 12 (54.55%) Hadoop
4 12 (54.55%) Visualisation
4 12 (54.55%) R
4 12 (54.55%) Analytical Skills
4 12 (54.55%) Apache Spark
5 11 (50.00%) Impala
5 11 (50.00%) Machine Learning
5 11 (50.00%) Customer Analytics
5 11 (50.00%) Personalization
5 11 (50.00%) Experimental Design
5 11 (50.00%) Numerate Degree
5 11 (50.00%) Strategic Thinking
5 11 (50.00%) Data Visualisation
5 11 (50.00%) Apache Hive
5 11 (50.00%) Statistical Modelling
5 11 (50.00%) Tableau
5 11 (50.00%) Apache Flume
5 11 (50.00%) Yield Management
5 11 (50.00%) Mathematics
5 11 (50.00%) SAS
5 11 (50.00%) Foreign Exchange (FX)

Data Management
Co-occurring IT Skills in Bedfordshire 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 12 (54.55%) Apache Spark
2 11 (50.00%) SAS
Applications
1 4 (18.18%) Microsoft Excel
1 4 (18.18%) Microsoft Office
2 2 (9.09%) Adobe Illustrator
2 2 (9.09%) Photoshop
Cloud Services
1 13 (59.09%) Amazon AWS
2 2 (9.09%) GitHub
3 1 (4.55%) Microsoft Azure
Communications & Networking
1 2 (9.09%) Cisco ASA
1 2 (9.09%) Firewall
1 2 (9.09%) LAN
1 2 (9.09%) SAN
1 2 (9.09%) TCP/IP
1 2 (9.09%) WAN
Database & Business Intelligence
1 13 (59.09%) Big Data
2 12 (54.55%) Hadoop
3 11 (50.00%) Apache Hive
3 11 (50.00%) Impala
4 2 (9.09%) Data Warehouse
5 1 (4.55%) Azure SQL Database
5 1 (4.55%) Data Lake
5 1 (4.55%) SQL Server
5 1 (4.55%) SQL Server Integration Services
Development Applications
1 3 (13.64%) Talend Open Studio
2 2 (9.09%) Atlassian Bamboo
2 2 (9.09%) Jenkins
General
1 11 (50.00%) Retail
2 5 (22.73%) Legal
2 5 (22.73%) Marketing
3 3 (13.64%) Games
4 2 (9.09%) Finance
4 2 (9.09%) Manufacturing
Job Titles
1 11 (50.00%) Analytics Consultant
1 11 (50.00%) Consultant
1 11 (50.00%) Data Analytics Consultant
1 11 (50.00%) Data Consultant
1 11 (50.00%) SAS Consultant
2 5 (22.73%) Senior Consultant
2 5 (22.73%) Senior Data Analytics Consultant
2 5 (22.73%) Senior SAS Consultant
3 3 (13.64%) Analyst
3 3 (13.64%) CRM Analyst
3 3 (13.64%) Data Analyst
3 3 (13.64%) Oracle Analyst
3 3 (13.64%) SQL Analyst
3 3 (13.64%) SQL Data Analyst
4 2 (9.09%) Designer
4 2 (9.09%) Senior Designer
4 2 (9.09%) Senior UI Designer
4 2 (9.09%) Senior UI/UX Designer
4 2 (9.09%) Senior UX Designer
4 2 (9.09%) UI/UX Designer
Libraries, Frameworks & Software Standards
1 13 (59.09%) JSON
2 11 (50.00%) Web Services
3 2 (9.09%) AngularJS
3 2 (9.09%) CSS
3 2 (9.09%) CSS3
3 2 (9.09%) HTML
3 2 (9.09%) HTML5
3 2 (9.09%) Material Design
3 2 (9.09%) REST
3 2 (9.09%) Twitter Bootstrap
Miscellaneous
1 12 (54.55%) Analytical Skills
2 11 (50.00%) Foreign Exchange (FX)
3 2 (9.09%) Clustering
3 2 (9.09%) Data Centre
3 2 (9.09%) Distributed Denial-of-Service
3 2 (9.09%) Graphic Design
3 2 (9.09%) iPhone
3 2 (9.09%) iSeries
3 2 (9.09%) Management Information System
3 2 (9.09%) Mobile App
3 2 (9.09%) Public Cloud
3 2 (9.09%) User Experience
4 1 (4.55%) Computer Science
4 1 (4.55%) Data Structures
4 1 (4.55%) Taxonomies
Operating Systems
1 2 (9.09%) Android
1 2 (9.09%) Apple iOS
1 2 (9.09%) CentOS
1 2 (9.09%) Linux
1 2 (9.09%) Red Hat Enterprise Linux
1 2 (9.09%) Ubuntu
1 2 (9.09%) Unix
1 2 (9.09%) Windows
1 2 (9.09%) Windows Server 2012
Processes & Methodologies
1 13 (59.09%) Analytics
1 13 (59.09%) Statistics
2 12 (54.55%) Visualisation
3 11 (50.00%) Customer Analytics
3 11 (50.00%) Data Visualisation
3 11 (50.00%) Econometrics
3 11 (50.00%) Experimental Design
3 11 (50.00%) Machine Learning
3 11 (50.00%) Mathematics
3 11 (50.00%) Personalization
3 11 (50.00%) Statistical Modelling
3 11 (50.00%) Strategic Thinking
3 11 (50.00%) Yield Management
4 6 (27.27%) Agile Software Development
4 6 (27.27%) Business Intelligence
4 6 (27.27%) Quality Management
5 5 (22.73%) CRM
5 5 (22.73%) Master Data Management
6 4 (18.18%) Data Integration
7 3 (13.64%) QMS
Programming Languages
1 16 (72.73%) SQL
2 14 (63.64%) Python
3 12 (54.55%) R
4 11 (50.00%) MATLAB
5 2 (9.09%) Bash Shell
5 2 (9.09%) Ruby
5 2 (9.09%) Shell Script
6 1 (4.55%) VBA
Qualifications
1 13 (59.09%) Degree
2 11 (50.00%) Numerate Degree
Quality Assurance & Compliance
1 14 (63.64%) Data Quality
2 2 (9.09%) COSHH
2 2 (9.09%) GMP
2 2 (9.09%) ISO/IEC 27001
2 2 (9.09%) PCI DSS
2 2 (9.09%) QA
System Software
1 11 (50.00%) Apache Flume
2 2 (9.09%) VMware Infrastructure
2 2 (9.09%) vSphere
Systems Management
1 2 (9.09%) Ansible
1 2 (9.09%) Microsoft Clustering
Vendors
1 11 (50.00%) Tableau
2 5 (22.73%) Microsoft
3 3 (13.64%) Oracle
3 3 (13.64%) Talend
4 2 (9.09%) Apple
4 2 (9.09%) Blue Coat
4 2 (9.09%) CheckPoint
4 2 (9.09%) Cisco
4 2 (9.09%) Clearswift
4 2 (9.09%) F5
4 2 (9.09%) Nokia
4 2 (9.09%) VMware