Period
to 17 November 2017

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

Statistics
England > East of England
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 157 297 304
Rank change year-on-year +140 +7 -12
Permanent jobs citing Statistics 231 65 95
As % of all permanent IT jobs advertised in the East of England 1.92% 0.49% 0.62%
As % of the Processes & Methodologies category 2.18% 0.55% 0.71%
Number of salaries quoted 161 46 81
East of England median annual salary £52,500 £52,500 £45,000
Median salary % change year-on-year - +16.67% +11.11%
10th Percentile £29,500 £33,875 £25,000
90th Percentile £85,000 £63,750 £57,500
England median annual salary £52,500 £45,000 £47,500
% change year-on-year +16.67% -5.26% +11.76%

Statistics 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 10573 11741 13391
As % of all permanent IT jobs advertised in the East of England 87.98% 88.54% 87.06%
Number of salaries quoted 8588 9667 10998
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +3.57%
10th Percentile £27,500 £26,750 £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%

Statistics
Job Vacancy Trend in the East of England

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

Job vacancy trend for Statistics in the East of England

Statistics
Salary Trend in the East of England

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

Salary trend for Statistics in the East of England

Statistics
Salary Histogram in the East of England

The salary distribution of IT jobs citing Statistics in the East of England over the 6 months to 17 November 2017.

Salary histogram for Statistics in the East of England

Statistics
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 Statistics within the East of England 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
Cambridgeshire +66 169 £55,000 - 9
Hertfordshire +8 22 £45,000 +25.00% 3
Essex +41 18 £51,945 +7.66%
Bedfordshire +38 16 £45,000 -5.26% 1
Suffolk +17 6 £50,000 -
Norfolk +16 1 £42,500 -
Statistics
England

For the 6 months to 17 November 2017, IT jobs citing Statistics 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 Statistics.

1 163 (70.56%) Mathematics
2 123 (53.25%) Computer Science
3 112 (48.48%) Python
4 95 (41.13%) Physics
5 93 (40.26%) Machine Learning
6 83 (35.93%) SQL
7 82 (35.50%) Finance
8 78 (33.77%) Software Engineering
9 76 (32.90%) Degree
10 71 (30.74%) MATLAB
11 64 (27.71%) Analytics
12 56 (24.24%) Algorithms
13 55 (23.81%) PhD
14 54 (23.38%) C++
15 51 (22.08%) Bayesian Methods
16 48 (20.78%) Analytical Skills
16 48 (20.78%) C#
17 47 (20.35%) Economics
18 45 (19.48%) Artificial Intelligence
19 43 (18.61%) JavaScript
20 41 (17.75%) Agile Software Development
21 40 (17.32%) Microsoft
22 39 (16.88%) Java
22 39 (16.88%) R
22 39 (16.88%) Julia
23 37 (16.02%) Financial Modelling
24 35 (15.15%) WPF
25 32 (13.85%) Test Automation
26 28 (12.12%) Big Data
26 28 (12.12%) Data Analysis

Statistics
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 24 (10.39%) SAS
2 14 (6.06%) Apache Spark
3 7 (3.03%) SharePoint
4 3 (1.30%) JBoss
4 3 (1.30%) Tomcat
4 3 (1.30%) WebLogic
5 2 (0.87%) Skype for Business
6 1 (0.43%) Apache Solr
6 1 (0.43%) Elasticsearch
6 1 (0.43%) Jupyter
6 1 (0.43%) NetWeaver
Applications
1 15 (6.49%) Microsoft Excel
2 14 (6.06%) Microsoft PowerPoint
3 13 (5.63%) Microsoft Office
4 4 (1.73%) Spreadsheet
4 4 (1.73%) SPSS
5 2 (0.87%) Adobe Illustrator
5 2 (0.87%) Photoshop
6 1 (0.43%) Weka
Business Applications
1 1 (0.43%) SAP GRC
Cloud Services
1 19 (8.23%) Microsoft Azure
2 14 (6.06%) Amazon AWS
3 7 (3.03%) Office 365
4 2 (0.87%) Azure Machine Learning
4 2 (0.87%) Mimecast
5 1 (0.43%) Google Analytics
Communications & Networking
1 10 (4.33%) Cisco ASA
1 10 (4.33%) DHCP
1 10 (4.33%) DNS
1 10 (4.33%) Firewall
1 10 (4.33%) LAN
1 10 (4.33%) WAN
2 9 (3.90%) SMS
3 8 (3.46%) Cisco IOS
3 8 (3.46%) Cisco Nexus
3 8 (3.46%) MRTG
3 8 (3.46%) VoIP
4 7 (3.03%) FTP
5 3 (1.30%) Intranet
6 2 (0.87%) Network Security
6 2 (0.87%) Wi-Fi
Database & Business Intelligence
1 28 (12.12%) Big Data
2 18 (7.79%) Hadoop
3 17 (7.36%) Relational Database
4 15 (6.49%) SQL Server
5 11 (4.76%) Apache Hive
5 11 (4.76%) Data Mining
5 11 (4.76%) GIS
5 11 (4.76%) Impala
6 10 (4.33%) MySQL
6 10 (4.33%) RDBMS
7 8 (3.46%) BusinessObjects
8 7 (3.03%) Geospatial Data
9 4 (1.73%) Microsoft Power View
9 4 (1.73%) Power BI
9 4 (1.73%) PowerPivot
9 4 (1.73%) Semantic Layer
9 4 (1.73%) Spotfire
9 4 (1.73%) SQL Server Reporting Services
10 3 (1.30%) MongoDB
10 3 (1.30%) SQL Server 2008
Development Applications
1 16 (6.93%) NUnit
2 14 (6.06%) Git (software)
3 10 (4.33%) Visual Studio
4 7 (3.03%) Team Foundation Server
5 4 (1.73%) Artifactory
5 4 (1.73%) Jenkins
6 1 (0.43%) Cucumber
6 1 (0.43%) JIRA
6 1 (0.43%) Selenium
General
1 82 (35.50%) Finance
2 24 (10.39%) Retail
3 7 (3.03%) Automotive
4 5 (2.16%) Pharmaceutical
5 4 (1.73%) Marketing
6 2 (0.87%) Legal
6 2 (0.87%) Manufacturing
7 1 (0.43%) Advertising
7 1 (0.43%) Arabic Language
7 1 (0.43%) French Language
7 1 (0.43%) Portuguese Language
7 1 (0.43%) Spanish Language
Job Titles
1 38 (16.45%) Developer
2 35 (15.15%) Analyst
3 33 (14.29%) Software Engineer
4 32 (13.85%) Graduate
5 20 (8.66%) Machine Learning Researcher
6 19 (8.23%) Data Scientist
6 19 (8.23%) Graduate Analyst
6 19 (8.23%) Software Test Engineer
6 19 (8.23%) Test Engineer
7 18 (7.79%) Graduate Software Analyst
7 18 (7.79%) Software Analyst
8 16 (6.93%) C# Developer
8 16 (6.93%) Research Engineer
8 16 (6.93%) Software Developer
9 14 (6.06%) Consultant
10 13 (5.63%) C++ Software Engineer
10 13 (5.63%) Embedded C Engineer
10 13 (5.63%) Embedded C Software Engineer
10 13 (5.63%) Embedded Software Engineer
10 13 (5.63%) Senior Test Engineer
Libraries, Frameworks & Software Standards
1 35 (15.15%) WPF
2 22 (9.52%) HTML
3 18 (7.79%) .NET
4 17 (7.36%) Web Services
5 16 (6.93%) XML
6 13 (5.63%) Reactive Extensions
6 13 (5.63%) WCF
7 11 (4.76%) JSON
8 10 (4.33%) Velocity
9 9 (3.90%) CSS
9 9 (3.90%) CSS3
9 9 (3.90%) Flash
9 9 (3.90%) HTML5
10 8 (3.46%) WinForms
11 7 (3.03%) ASP.NET
11 7 (3.03%) ASP.NET MVC
11 7 (3.03%) Google Maps API
11 7 (3.03%) jQuery
11 7 (3.03%) Natural Language Processing
12 6 (2.60%) REST
Miscellaneous
1 123 (53.25%) Computer Science
2 56 (24.24%) Algorithms
3 48 (20.78%) Analytical Skills
4 23 (9.96%) Life Science
5 16 (6.93%) Data Centre
6 13 (5.63%) Embedded Systems
7 12 (5.19%) Management Information System
8 11 (4.76%) Foreign Exchange (FX)
9 9 (3.90%) Linux Command Line
10 5 (2.16%) Augmented Reality
10 5 (2.16%) Reinsurance
11 4 (1.73%) Enterprise Software
12 2 (0.87%) Driving Licence
12 2 (0.87%) Graphic Design
12 2 (0.87%) iPhone
12 2 (0.87%) Mobile App
12 2 (0.87%) User Experience
12 2 (0.87%) Virtual Team
13 1 (0.43%) Photography
13 1 (0.43%) Robotics
Operating Systems
1 23 (9.96%) Linux
2 15 (6.49%) Windows
3 2 (0.87%) Android
3 2 (0.87%) Apple iOS
4 1 (0.43%) Unix
4 1 (0.43%) VME
Processes & Methodologies
1 163 (70.56%) Mathematics
2 95 (41.13%) Physics
3 93 (40.26%) Machine Learning
4 78 (33.77%) Software Engineering
5 64 (27.71%) Analytics
6 51 (22.08%) Bayesian Methods
7 47 (20.35%) Economics
8 45 (19.48%) Artificial Intelligence
9 41 (17.75%) Agile Software Development
10 37 (16.02%) Financial Modelling
11 32 (13.85%) Test Automation
12 28 (12.12%) Data Analysis
13 25 (10.82%) Deep Learning
13 25 (10.82%) ITIL
14 24 (10.39%) Data Visualisation
14 24 (10.39%) Visualisation
15 23 (9.96%) Neural Network
15 23 (9.96%) Probabilistic Modelling
15 23 (9.96%) Project Management
16 20 (8.66%) Capital Modelling
Programming Languages
1 112 (48.48%) Python
2 83 (35.93%) SQL
3 71 (30.74%) MATLAB
4 54 (23.38%) C++
5 48 (20.78%) C#
6 43 (18.61%) JavaScript
7 39 (16.88%) Java
7 39 (16.88%) Julia
7 39 (16.88%) R
8 21 (9.09%) C
9 13 (5.63%) Embedded C
9 13 (5.63%) Embedded C++
10 7 (3.03%) PowerShell
11 3 (1.30%) T-SQL
12 2 (0.87%) COBOL
12 2 (0.87%) Perl
12 2 (0.87%) VB
13 1 (0.43%) Bash Shell
13 1 (0.43%) Scala
13 1 (0.43%) VBA
Qualifications
1 76 (32.90%) Degree
2 55 (23.81%) PhD
3 13 (5.63%) Numerate Degree
4 11 (4.76%) ISEB
5 10 (4.33%) CCNA
5 10 (4.33%) Cisco Certification
6 8 (3.46%) Network+ Certification
7 3 (1.30%) Master's Degree
7 3 (1.30%) MCSE
7 3 (1.30%) Microsoft Certification
7 3 (1.30%) Security Cleared
8 2 (0.87%) CCNP
8 2 (0.87%) ITIL Certification
8 2 (0.87%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 13 (5.63%) SLA
2 11 (4.76%) Data Quality
3 7 (3.03%) QA
4 6 (2.60%) GMP
5 4 (1.73%) GCP
5 4 (1.73%) GLP
5 4 (1.73%) GxP
6 2 (0.87%) COSHH
System Software
1 11 (4.76%) Apache Flume
2 5 (2.16%) Active Directory
3 1 (0.43%) Oracle RAC
Systems Management
1 8 (3.46%) Cacti
1 8 (3.46%) SmokePing
2 5 (2.16%) Ansible
3 3 (1.30%) Systems Management Server (SMS)
4 2 (0.87%) SolarWinds Orion
5 1 (0.43%) Failover Clustering
5 1 (0.43%) Packer
Vendors
1 40 (17.32%) Microsoft
2 26 (11.26%) Tableau
3 12 (5.19%) Cisco
4 11 (4.76%) Cadence
4 11 (4.76%) TOWER Software
5 10 (4.33%) CheckPoint
6 8 (3.46%) Google
6 8 (3.46%) Meraki
6 8 (3.46%) Polycom
7 3 (1.30%) HP
7 3 (1.30%) Oracle
8 2 (0.87%) Apple
8 2 (0.87%) Citrix
8 2 (0.87%) SolarWinds
9 1 (0.43%) Alteryx
9 1 (0.43%) Cloudera
9 1 (0.43%) Hortonworks
9 1 (0.43%) SAP