Period
to 21 January 2018

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

Statistics
England > East of England
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 174 288 302
Rank change year-on-year +114 +14 -23
Permanent jobs citing Statistics 190 69 81
As % of all permanent IT jobs advertised in the East of England 1.61% 0.56% 0.55%
As % of the Processes & Methodologies category 1.83% 0.63% 0.63%
Number of salaries quoted 135 51 68
East of England median annual salary £52,500 £52,500 £44,500
Median salary % change year-on-year - +17.98% +11.25%
10th Percentile £31,000 £26,000 £25,000
90th Percentile £85,000 £66,250 £55,850
England median annual salary £55,000 £45,000 £47,500
% change year-on-year +22.22% -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 10,368 11,003 12,915
As % of all permanent IT jobs advertised in the East of England 88.01% 88.96% 87.49%
Number of salaries quoted 8,415 9,042 10,580
East of England median annual salary £48,000 £45,344 £45,000
Median salary % change year-on-year +5.86% +0.76% -
10th Percentile £28,500 £27,500 £26,250
90th Percentile £71,250 £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 21 January 2018.

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 21 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
Cambridgeshire +60 147 £55,000 - 29
Essex +29 20 £50,973 +42.58% 1
Hertfordshire +10 16 £45,000 -5.26% 3
Bedfordshire +41 7 £45,000 +5.26% 1
Statistics
England

For the 6 months to 21 January 2018, 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.

1 144 (75.79%) Mathematics
2 109 (57.37%) Computer Science
3 87 (45.79%) Physics
4 84 (44.21%) Python
5 80 (42.11%) Finance
6 67 (35.26%) Machine Learning
7 64 (33.68%) Degree
7 64 (33.68%) Software Engineering
8 63 (33.16%) SQL
9 57 (30.00%) C++
10 50 (26.32%) Agile Software Development
11 49 (25.79%) Algorithms
12 45 (23.68%) C#
12 45 (23.68%) MATLAB
13 43 (22.63%) JavaScript
13 43 (22.63%) WPF
14 42 (22.11%) PhD
15 38 (20.00%) Test Automation
16 37 (19.47%) Analytics
17 36 (18.95%) Java
17 36 (18.95%) Linux
18 34 (17.89%) HTML
18 34 (17.89%) Artificial Intelligence
18 34 (17.89%) Bayesian Methods
19 33 (17.37%) C
20 31 (16.32%) Microsoft
20 31 (16.32%) Life Science
20 31 (16.32%) Financial Modelling
21 27 (14.21%) Project Management
21 27 (14.21%) R

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 10 (5.26%) Apache Spark
2 7 (3.68%) SharePoint
3 6 (3.16%) SAS
4 5 (2.63%) OpenStack
5 2 (1.05%) Apache Solr
5 2 (1.05%) JBoss
5 2 (1.05%) SharePoint Server
5 2 (1.05%) Skype for Business
5 2 (1.05%) Tomcat
5 2 (1.05%) WebLogic
6 1 (0.53%) Apache
6 1 (0.53%) Elasticsearch
6 1 (0.53%) Jupyter
6 1 (0.53%) NetWeaver
Applications
1 9 (4.74%) Microsoft Office
2 7 (3.68%) Microsoft Excel
2 7 (3.68%) Microsoft PowerPoint
3 6 (3.16%) Weka
4 5 (2.63%) Adobe Illustrator
4 5 (2.63%) Photoshop
5 2 (1.05%) SPSS
Business Applications
1 1 (0.53%) SAP GRC
Cloud Services
1 21 (11.05%) Microsoft Azure
2 7 (3.68%) Office 365
3 5 (2.63%) GitHub
4 4 (2.11%) Amazon AWS
5 3 (1.58%) Azure Machine Learning
6 2 (1.05%) Mimecast
Communications & Networking
1 6 (3.16%) DHCP
1 6 (3.16%) DNS
2 5 (2.63%) Cisco ASA
2 5 (2.63%) Firewall
2 5 (2.63%) LAN
2 5 (2.63%) WAN
3 4 (2.11%) SMS
4 3 (1.58%) Cisco IOS
4 3 (1.58%) Cisco Nexus
4 3 (1.58%) FTP
4 3 (1.58%) Intranet
4 3 (1.58%) MRTG
4 3 (1.58%) VoIP
5 2 (1.05%) Network Security
5 2 (1.05%) Wi-Fi
Database & Business Intelligence
1 15 (7.89%) Big Data
2 10 (5.26%) RDBMS
2 10 (5.26%) Relational Database
3 9 (4.74%) SQL Server
4 8 (4.21%) Data Mining
4 8 (4.21%) Hadoop
5 5 (2.63%) KNIME
6 3 (1.58%) BusinessObjects
7 2 (1.05%) Apache Cassandra
7 2 (1.05%) Crystal Reports
7 2 (1.05%) MongoDB
7 2 (1.05%) MySQL
7 2 (1.05%) NoSQL
8 1 (0.53%) Apache Hive
8 1 (0.53%) Data Warehouse
8 1 (0.53%) HBase
8 1 (0.53%) Impala
8 1 (0.53%) PostgreSQL
8 1 (0.53%) Power BI
8 1 (0.53%) Redis
Development Applications
1 18 (9.47%) Git (software)
2 15 (7.89%) NUnit
3 9 (4.74%) Visual Studio
4 6 (3.16%) Team Foundation Server
5 3 (1.58%) Artifactory
5 3 (1.58%) Jenkins
6 1 (0.53%) Cucumber
6 1 (0.53%) Selenium
General
1 80 (42.11%) Finance
2 7 (3.68%) Legal
2 7 (3.68%) Manufacturing
2 7 (3.68%) Marketing
2 7 (3.68%) Retail
3 3 (1.58%) Arabic Language
3 3 (1.58%) Automotive
3 3 (1.58%) French Language
3 3 (1.58%) Portuguese Language
3 3 (1.58%) Spanish Language
4 1 (0.53%) Advertising
4 1 (0.53%) Pharmaceutical
Job Titles
1 37 (19.47%) Developer
2 35 (18.42%) Software Engineer
3 26 (13.68%) Software Test Engineer
3 26 (13.68%) Test Engineer
4 25 (13.16%) Data Scientist
5 22 (11.58%) Analyst
6 21 (11.05%) C Software Engineer
6 21 (11.05%) C/C++ Embedded Software Engineer
6 21 (11.05%) C/C++ Software Engineer
6 21 (11.05%) C++ Software Engineer
6 21 (11.05%) Embedded C Engineer
6 21 (11.05%) Embedded C Software Engineer
6 21 (11.05%) Embedded C/C++ Engineer
6 21 (11.05%) Embedded C/C++ Software Engineer
6 21 (11.05%) Embedded C++ Engineer
6 21 (11.05%) Embedded C++ Software Engineer
6 21 (11.05%) Embedded Engineer
6 21 (11.05%) Embedded Software Engineer
6 21 (11.05%) Graduate
7 20 (10.53%) Senior Software Test Engineer
Libraries, Frameworks & Software Standards
1 43 (22.63%) WPF
2 34 (17.89%) HTML
3 20 (10.53%) Reactive Extensions
4 19 (10.00%) .NET
5 15 (7.89%) WCF
6 13 (6.84%) CSS
6 13 (6.84%) CSS3
6 13 (6.84%) HTML5
7 11 (5.79%) Velocity
7 11 (5.79%) XML
8 9 (4.74%) ASP.NET
8 9 (4.74%) ASP.NET MVC
8 9 (4.74%) WinForms
9 8 (4.21%) AngularJS
10 7 (3.68%) jQuery
10 7 (3.68%) TensorFlow
11 6 (3.16%) Material Design
11 6 (3.16%) REST
11 6 (3.16%) Twitter Bootstrap
11 6 (3.16%) Web Services
Miscellaneous
1 109 (57.37%) Computer Science
2 49 (25.79%) Algorithms
3 31 (16.32%) Life Science
4 21 (11.05%) Embedded Systems
5 18 (9.47%) Analytical Skills
6 9 (4.74%) Linux Command Line
7 7 (3.68%) Data Centre
7 7 (3.68%) Mobile App
8 6 (3.16%) User Experience
9 5 (2.63%) Graphic Design
9 5 (2.63%) iPhone
9 5 (2.63%) Private Cloud
9 5 (2.63%) Reinsurance
10 3 (1.58%) Management Information System
11 2 (1.05%) Driving Licence
12 1 (0.53%) Greenfield Project
12 1 (0.53%) Robotics
Operating Systems
1 36 (18.95%) Linux
2 22 (11.58%) Windows
3 6 (3.16%) Android
3 6 (3.16%) Apple iOS
4 1 (0.53%) Unix
4 1 (0.53%) VME
Processes & Methodologies
1 144 (75.79%) Mathematics
2 87 (45.79%) Physics
3 67 (35.26%) Machine Learning
4 64 (33.68%) Software Engineering
5 50 (26.32%) Agile Software Development
6 38 (20.00%) Test Automation
7 37 (19.47%) Analytics
8 34 (17.89%) Artificial Intelligence
8 34 (17.89%) Bayesian Methods
9 31 (16.32%) Financial Modelling
10 27 (14.21%) Project Management
11 26 (13.68%) Capital Modelling
12 25 (13.16%) Economics
13 21 (11.05%) Linux Kernel Development
13 21 (11.05%) Software Testing
14 20 (10.53%) Data Analysis
14 20 (10.53%) Manual Testing
14 20 (10.53%) Usability Testing
15 17 (8.95%) Data Visualisation
15 17 (8.95%) Unit Testing
Programming Languages
1 84 (44.21%) Python
2 63 (33.16%) SQL
3 57 (30.00%) C++
4 45 (23.68%) C#
4 45 (23.68%) MATLAB
5 43 (22.63%) JavaScript
6 36 (18.95%) Java
7 33 (17.37%) C
8 27 (14.21%) R
9 23 (12.11%) Julia
10 21 (11.05%) Embedded C
10 21 (11.05%) Embedded C++
11 7 (3.68%) PowerShell
12 5 (2.63%) Ruby
13 2 (1.05%) COBOL
13 2 (1.05%) Perl
13 2 (1.05%) Scala
13 2 (1.05%) VB
14 1 (0.53%) Bash Shell
Qualifications
1 64 (33.68%) Degree
2 42 (22.11%) PhD
3 6 (3.16%) ISEB
3 6 (3.16%) Master's Degree
4 5 (2.63%) CCNA
4 5 (2.63%) Cisco Certification
4 5 (2.63%) Computer Science Degree
5 3 (1.58%) ITIL Certification
5 3 (1.58%) MCSE
5 3 (1.58%) Microsoft Certification
5 3 (1.58%) Network+ Certification
5 3 (1.58%) Numerate Degree
5 3 (1.58%) Security Cleared
6 2 (1.05%) CCNP
6 2 (1.05%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 7 (3.68%) QA
1 7 (3.68%) SLA
2 6 (3.16%) COSHH
3 5 (2.63%) GMP
System Software
1 5 (2.63%) Docker
2 3 (1.58%) Active Directory
3 1 (0.53%) Apache Flume
3 1 (0.53%) Oracle RAC
Systems Management
1 4 (2.11%) Ansible
2 3 (1.58%) Cacti
2 3 (1.58%) SmokePing
2 3 (1.58%) Systems Management Server (SMS)
3 2 (1.05%) SolarWinds Orion
4 1 (0.53%) Failover Clustering
4 1 (0.53%) Packer
4 1 (0.53%) Terraform
Vendors
1 31 (16.32%) Microsoft
2 9 (4.74%) TOWER Software
3 8 (4.21%) Cisco
3 8 (4.21%) Tableau
4 6 (3.16%) Apple
5 5 (2.63%) CheckPoint
6 4 (2.11%) Cadence
7 3 (1.58%) Citrix
7 3 (1.58%) HP
7 3 (1.58%) Meraki
7 3 (1.58%) Oracle
7 3 (1.58%) Polycom
8 2 (1.05%) Cloudera
8 2 (1.05%) Hortonworks
8 2 (1.05%) SolarWinds
9 1 (0.53%) Google
9 1 (0.53%) MapR
9 1 (0.53%) SAP