Period
to 17 December 2017

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 6 months to 17 December 2017 with a comparison to the same period in the previous 2 years.

Data Analytics
England > East of England
6 months to
17 Dec 2017
Same period 2016 Same period 2015
Rank 280 207 325
Rank change year-on-year -73 +118 -2
Permanent jobs citing Data Analytics 72 172 72
As % of all permanent IT jobs advertised in the East of England 0.60% 1.33% 0.48%
As % of the Processes & Methodologies category 0.68% 1.50% 0.54%
Number of salaries quoted 67 118 61
East of England median annual salary £50,000 £55,000 £51,459
Median salary % change year-on-year -9.09% +6.88% +8.33%
10th Percentile £32,000 £38,750 £38,750
90th Percentile £61,250 £80,000 £71,250
England median annual salary £55,000 £55,000 £57,500
% change year-on-year - -4.35% +9.52%

Data Analytics 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 East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 10642 11462 13249
As % of all permanent IT jobs advertised in the East of England 88.24% 88.78% 87.48%
Number of salaries quoted 8613 9423 10878
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +2.27%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £70,000 £70,000 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Analytics
Job Vacancy Trend in the East of England

Job postings citing Data Analytics as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Data Analytics in the East of England

Data Analytics
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analytics in the East of England.

Salary trend for Data Analytics in the East of England

Data Analytics
Salary Histogram in the East of England

The salary distribution of IT jobs citing Data Analytics in the East of England over the 6 months to 17 December 2017.

Salary histogram for Data Analytics in the East of England

Data Analytics
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the East of England region over the 6 months to 17 December 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
Hertfordshire -49 24 £47,000 -18.26% 1
Cambridgeshire -54 21 £50,000 -9.09% 3
Essex +11 10 £56,250 +32.35%
Norfolk +10 10 £40,000 -10.11% 5
Bedfordshire +22 5 £54,000 -34.55% 1
Suffolk +13 2 £53,750 +4.88%
Data Analytics
England

For the 6 months to 17 December 2017, IT jobs citing Data Analytics 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 East of England region with a requirement for Data Analytics.

1 72 (100.00%) Analytics
2 36 (50.00%) SQL
3 32 (44.44%) Business Intelligence
4 26 (36.11%) Tableau
5 24 (33.33%) Visualisation
6 21 (29.17%) Degree
7 19 (26.39%) Big Data
7 19 (26.39%) Retail
8 17 (23.61%) Python
9 16 (22.22%) Linux
9 16 (22.22%) Analytical Skills
10 15 (20.83%) Java
10 15 (20.83%) SQL Server
11 14 (19.44%) Data Visualisation
11 14 (19.44%) Spotfire
12 13 (18.06%) Hadoop
12 13 (18.06%) Relational Database
12 13 (18.06%) JavaScript
12 13 (18.06%) Automotive
12 13 (18.06%) Publishing
12 13 (18.06%) Data Analysis
13 12 (16.67%) Statistics
13 12 (16.67%) Marketing
13 12 (16.67%) Finance
13 12 (16.67%) Oracle
13 12 (16.67%) Unix
13 12 (16.67%) Mathematics
14 11 (15.28%) Big Data Analytics
14 11 (15.28%) CSS
14 11 (15.28%) HTML

Data Analytics
Co-occurring IT Skills in the East of England 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 (5.56%) Apache Spark
1 4 (5.56%) SAS
2 1 (1.39%) Apache Solr
2 1 (1.39%) Elasticsearch
Applications
1 9 (12.50%) Microsoft Excel
2 3 (4.17%) Microsoft Office
2 3 (4.17%) SPSS
3 2 (2.78%) Microsoft PowerPoint
4 1 (1.39%) Spreadsheet
Cloud Services
1 1 (1.39%) Google Analytics
Communications & Networking
1 2 (2.78%) Firewall
2 1 (1.39%) Bluetooth
2 1 (1.39%) RS-232
2 1 (1.39%) TCP/IP
Database & Business Intelligence
1 19 (26.39%) Big Data
2 15 (20.83%) SQL Server
3 14 (19.44%) Spotfire
4 13 (18.06%) Hadoop
4 13 (18.06%) Relational Database
5 10 (13.89%) Data Warehouse
5 10 (13.89%) Oracle Database
6 9 (12.50%) Power BI
6 9 (12.50%) SQL Server Reporting Services
7 8 (11.11%) Oracle Database 10g
7 8 (11.11%) Oracle Database 11g
7 8 (11.11%) Oracle Database 12c
7 8 (11.11%) Oracle Exadata
7 8 (11.11%) RDBMS
8 7 (9.72%) SQL Server Integration Services
9 6 (8.33%) Semantic Layer
10 5 (6.94%) GIS
11 4 (5.56%) MySQL
11 4 (5.56%) QlikView
11 4 (5.56%) SQL Server Analysis Services
Development Applications
1 8 (11.11%) Oracle APEX
1 8 (11.11%) Subversion
General
1 19 (26.39%) Retail
2 13 (18.06%) Automotive
2 13 (18.06%) Publishing
3 12 (16.67%) Finance
3 12 (16.67%) Marketing
4 9 (12.50%) Legal
5 3 (4.17%) German Language
6 2 (2.78%) Advertising
7 1 (1.39%) Dutch Language
7 1 (1.39%) French Language
7 1 (1.39%) Law
7 1 (1.39%) Military
7 1 (1.39%) Pharmaceutical
Job Titles
1 27 (37.50%) Analyst
2 16 (22.22%) Data Analyst
3 13 (18.06%) Developer
4 9 (12.50%) Spotfire Developer
5 8 (11.11%) Business Intelligence Analyst
5 8 (11.11%) DBA
5 8 (11.11%) Development DBA
5 8 (11.11%) Oracle DBA
5 8 (11.11%) Oracle Development DBA
6 6 (8.33%) Analytics Developer
6 6 (8.33%) Business Analyst
7 5 (6.94%) Analytics Manager
7 5 (6.94%) Business Intelligence Business Analyst
7 5 (6.94%) Data Manager
7 5 (6.94%) Senior Software Test Engineer
7 5 (6.94%) Senior Test Engineer
7 5 (6.94%) Software Test Engineer
7 5 (6.94%) SQL Developer
7 5 (6.94%) Test Engineer
8 4 (5.56%) Data Analytics Manager
Libraries, Frameworks & Software Standards
1 11 (15.28%) CSS
1 11 (15.28%) HTML
2 8 (11.11%) Oracle GoldenGate
3 5 (6.94%) Reactive Extensions
3 5 (6.94%) WPF
4 4 (5.56%) .NET
5 2 (2.78%) AngularJS
5 2 (2.78%) REST
5 2 (2.78%) XML
6 1 (1.39%) ASP.NET Web API
6 1 (1.39%) D3.js
6 1 (1.39%) Keras
6 1 (1.39%) KnockoutJS
6 1 (1.39%) Lucene
6 1 (1.39%) Pandas
6 1 (1.39%) scikit-learn
6 1 (1.39%) Silverlight
6 1 (1.39%) SOAP
6 1 (1.39%) WCF
6 1 (1.39%) Web Services
Miscellaneous
1 16 (22.22%) Analytical Skills
2 8 (11.11%) Computer Science
2 8 (11.11%) Management Information System
3 6 (8.33%) Cyberthreat
4 5 (6.94%) Algorithms
5 4 (5.56%) User Experience
6 2 (2.78%) Enterprise Software
6 2 (2.78%) Mobile App
7 1 (1.39%) Greenfield Project
7 1 (1.39%) Life Science
Operating Systems
1 16 (22.22%) Linux
2 12 (16.67%) Unix
3 6 (8.33%) Windows
4 2 (2.78%) VMS
5 1 (1.39%) Android
Processes & Methodologies
1 72 (100.00%) Analytics
2 32 (44.44%) Business Intelligence
3 24 (33.33%) Visualisation
4 14 (19.44%) Data Visualisation
5 13 (18.06%) Data Analysis
6 12 (16.67%) Mathematics
6 12 (16.67%) Statistics
7 11 (15.28%) Big Data Analytics
7 11 (15.28%) Data Management
8 10 (13.89%) Agile Software Development
9 9 (12.50%) Market Research
9 9 (12.50%) Mentoring
10 8 (11.11%) Cybersecurity
10 8 (11.11%) Database Tuning
10 8 (11.11%) Logistics
10 8 (11.11%) Performance Tuning
10 8 (11.11%) Server Building
10 8 (11.11%) Software Engineering
11 7 (9.72%) Information Security
11 7 (9.72%) Machine Learning
Programming Languages
1 36 (50.00%) SQL
2 17 (23.61%) Python
3 15 (20.83%) Java
4 13 (18.06%) JavaScript
5 8 (11.11%) Korn
5 8 (11.11%) PL/SQL
6 6 (8.33%) C#
6 6 (8.33%) Perl
6 6 (8.33%) PowerShell
6 6 (8.33%) T-SQL
7 4 (5.56%) R
8 3 (4.17%) VB.NET
9 2 (2.78%) C++
10 1 (1.39%) Scala
10 1 (1.39%) VBA
Qualifications
1 21 (29.17%) Degree
2 8 (11.11%) CEH
2 8 (11.11%) CISA
2 8 (11.11%) CISM
2 8 (11.11%) CISSP
3 4 (5.56%) PhD
4 2 (2.78%) Numerate Degree
5 1 (1.39%) CESG Certified Professional
5 1 (1.39%) ISEB
5 1 (1.39%) ISO 27001 Lead Auditor
5 1 (1.39%) ISO 27001 Lead Implementer
5 1 (1.39%) ISTQB Foundation Certification
5 1 (1.39%) SC Cleared
5 1 (1.39%) Security Cleared
Quality Assurance & Compliance
1 4 (5.56%) Data Quality
2 1 (1.39%) GPG13
2 1 (1.39%) HMG Security Policy Framework
2 1 (1.39%) ISO/IEC 27001
2 1 (1.39%) QA
System Software
1 8 (11.11%) Oracle RAC
2 6 (8.33%) Active Directory
3 1 (1.39%) Docker
Systems Management
1 8 (11.11%) Data Guard
1 8 (11.11%) Oracle Enterprise Manager
1 8 (11.11%) Oracle RMAN
2 1 (1.39%) SCCM
Vendors
1 26 (36.11%) Tableau
2 12 (16.67%) Oracle
3 11 (15.28%) Microsoft
4 9 (12.50%) TIBCO
5 5 (6.94%) TOWER Software
6 4 (5.56%) Cisco
6 4 (5.56%) CyberArk
7 3 (4.17%) SAP
8 2 (2.78%) Lumension
8 2 (2.78%) Symantec
9 1 (1.39%) Cloudera
9 1 (1.39%) Google
9 1 (1.39%) Hortonworks
9 1 (1.39%) MicroStrategy