Period
to 26 April 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 26 April 2018 with a comparison to the same period in the previous 2 years.

Statistics
England > East of England
6 months to
26 Apr 2018
Same period 2017 Same period 2016
Rank 208 258 295
Rank change year-on-year +50 +37 -31
Permanent jobs citing Statistics 171 95 91
As % of all permanent IT jobs advertised in the East of England 1.32% 0.78% 0.63%
As % of the Processes & Methodologies category 1.48% 0.87% 0.70%
Number of salaries quoted 93 70 76
East of England median annual salary £52,500 £35,000 £48,250
Median salary % change year-on-year +50.00% -27.46% +17.68%
10th Percentile £31,000 £27,000 £29,000
90th Percentile £62,500 £67,625 £56,250
England median annual salary £52,750 £47,093 £50,000
% change year-on-year +12.01% -5.82% +11.11%

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 11,558 10,920 13,018
As % of all permanent IT jobs advertised in the East of England 89.55% 89.47% 89.53%
Number of salaries quoted 8,950 8,842 10,496
East of England median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +2.27%
10th Percentile £27,750 £26,750 £26,250
90th Percentile £71,750 £67,500 £68,250
England median annual salary £50,000 £50,000 £47,961
% change year-on-year - +4.25% +3.14%

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 26 April 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 26 April 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 +47 127 £52,500 - 23
Hertfordshire -12 23 £50,000 +58.73% 4
Essex +11 10 £85,000 +126.67%
Bedfordshire +13 6 £45,000 +47.54% 2
Suffolk +11 5 £55,000 +57.14% 2
Statistics
England

For the 6 months to 26 April 2018, IT jobs citing Statistics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the East of England region with a requirement for Statistics.

1 125 (73.10%) Mathematics
2 97 (56.73%) Computer Science
3 75 (43.86%) Degree
4 73 (42.69%) Data Science
5 72 (42.11%) Python
6 64 (37.43%) SQL
7 60 (35.09%) Finance
8 59 (34.50%) Physics
9 57 (33.33%) Software Engineering
10 53 (30.99%) C++
11 48 (28.07%) Machine Learning
12 46 (26.90%) Algorithms
12 46 (26.90%) Agile Software Development
13 44 (25.73%) Linux
14 43 (25.15%) WPF
15 42 (24.56%) C
16 41 (23.98%) JavaScript
17 38 (22.22%) Analytics
18 37 (21.64%) Microsoft
19 36 (21.05%) HTML
20 35 (20.47%) C#
20 35 (20.47%) Test Automation
21 34 (19.88%) Windows
22 32 (18.71%) PhD
23 29 (16.96%) Java
24 28 (16.37%) MATLAB
24 28 (16.37%) R
25 27 (15.79%) Financial Modelling
25 27 (15.79%) Life Science
26 24 (14.04%) Embedded C

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 21 (12.28%) Apache Spark
2 7 (4.09%) Apache
3 6 (3.51%) MS Exchange
3 6 (3.51%) SAS
4 5 (2.92%) OpenStack
5 4 (2.34%) SharePoint
6 2 (1.17%) Apache Solr
6 2 (1.17%) SharePoint Server
7 1 (0.58%) Elasticsearch
7 1 (0.58%) Tomcat
7 1 (0.58%) WebLogic
Applications
1 6 (3.51%) Weka
2 5 (2.92%) Adobe Illustrator
2 5 (2.92%) Microsoft Excel
2 5 (2.92%) Photoshop
3 4 (2.34%) SPSS
4 3 (1.75%) Microsoft PowerPoint
5 2 (1.17%) Microsoft Office
Business Applications
1 5 (2.92%) Dynamics CRM
Cloud Services
1 16 (9.36%) Microsoft Azure
2 9 (5.26%) Amazon AWS
3 5 (2.92%) Adobe Analytics
3 5 (2.92%) Amazon EC2
3 5 (2.92%) Cloud Computing
3 5 (2.92%) GitHub
3 5 (2.92%) Google Analytics
4 3 (1.75%) Azure Machine Learning
Communications & Networking
1 7 (4.09%) TCP/IP
2 6 (3.51%) Firewall
3 4 (2.34%) DNS
3 4 (2.34%) DSL
3 4 (2.34%) LAN
3 4 (2.34%) VoIP
3 4 (2.34%) WAN
4 3 (1.75%) Ethernet
4 3 (1.75%) Frame Relay
4 3 (1.75%) Intrusion Detection
4 3 (1.75%) Network Security
4 3 (1.75%) Wi-Fi
5 2 (1.17%) SAN
6 1 (0.58%) Internet
6 1 (0.58%) MRTG
Database & Business Intelligence
1 20 (11.70%) Hadoop
2 18 (10.53%) SQL Server
3 13 (7.60%) Big Data
4 11 (6.43%) Data Mining
5 6 (3.51%) KNIME
6 4 (2.34%) Blockchain
6 4 (2.34%) SQLPlus
7 3 (1.75%) Oracle Database
7 3 (1.75%) Oracle Database 10g
7 3 (1.75%) RDBMS
7 3 (1.75%) Relational Database
8 2 (1.17%) Apache Cassandra
9 1 (0.58%) Apache Hive
9 1 (0.58%) Electronic Patient Records
9 1 (0.58%) HBase
9 1 (0.58%) Impala
9 1 (0.58%) NoSQL
9 1 (0.58%) PostgreSQL
9 1 (0.58%) Power BI
9 1 (0.58%) Redis
Development Applications
1 22 (12.87%) NUnit
2 18 (10.53%) Git (software)
3 13 (7.60%) Visual Studio
4 10 (5.85%) Team Foundation Server
5 2 (1.17%) ClearCase
5 2 (1.17%) ClearQuest
6 1 (0.58%) Rational Team Concert
General
1 60 (35.09%) Finance
2 12 (7.02%) Retail
3 11 (6.43%) Marketing
4 7 (4.09%) Legal
4 7 (4.09%) Manufacturing
5 4 (2.34%) Games
6 2 (1.17%) Arabic Language
6 2 (1.17%) French Language
6 2 (1.17%) Portuguese Language
6 2 (1.17%) Spanish Language
Job Titles
1 37 (21.64%) Developer
2 28 (16.37%) Data Scientist
3 26 (15.20%) Software Engineer
4 24 (14.04%) C Software Engineer
4 24 (14.04%) C/C++ Embedded Software Engineer
4 24 (14.04%) C/C++ Software Engineer
4 24 (14.04%) C++ Software Engineer
4 24 (14.04%) Embedded C Engineer
4 24 (14.04%) Embedded C Software Engineer
4 24 (14.04%) Embedded C/C++ Engineer
4 24 (14.04%) Embedded C/C++ Software Engineer
4 24 (14.04%) Embedded C++ Engineer
4 24 (14.04%) Embedded C++ Software Engineer
4 24 (14.04%) Embedded Engineer
4 24 (14.04%) Embedded Software Engineer
4 24 (14.04%) Software Developer
5 21 (12.28%) Senior Developer
6 17 (9.94%) C# Developer
6 17 (9.94%) Senior Test Engineer
6 17 (9.94%) Test Engineer
Libraries, Frameworks & Software Standards
1 43 (25.15%) WPF
2 36 (21.05%) HTML
3 20 (11.70%) TensorFlow
4 18 (10.53%) .NET
5 17 (9.94%) Reactive Extensions
5 17 (9.94%) WCF
6 13 (7.60%) WinForms
7 11 (6.43%) ASP.NET
7 11 (6.43%) ASP.NET MVC
7 11 (6.43%) scikit-learn
8 10 (5.85%) HTML5
9 9 (5.26%) Velocity
10 6 (3.51%) AngularJS
10 6 (3.51%) CSS3
10 6 (3.51%) Keras
10 6 (3.51%) Material Design
10 6 (3.51%) NumPy
10 6 (3.51%) Pandas
10 6 (3.51%) Theano
10 6 (3.51%) Twitter Bootstrap
Miscellaneous
1 97 (56.73%) Computer Science
2 46 (26.90%) Algorithms
3 27 (15.79%) Life Science
4 24 (14.04%) Embedded Systems
5 19 (11.11%) Analytical Skills
6 11 (6.43%) User Experience
7 9 (5.26%) iPhone
8 7 (4.09%) Mobile App
9 6 (3.51%) Data Structures
9 6 (3.51%) Robotics
10 5 (2.92%) Graphic Design
10 5 (2.92%) Private Cloud
10 5 (2.92%) Self-Motivation
11 4 (2.34%) CMDB
11 4 (2.34%) iPad
11 4 (2.34%) Management Information System
11 4 (2.34%) PlayStation
11 4 (2.34%) Xbox
12 3 (1.75%) Data Centre
12 3 (1.75%) Driving Licence
Operating Systems
1 44 (25.73%) Linux
2 34 (19.88%) Windows
3 10 (5.85%) Android
4 6 (3.51%) Apple iOS
5 5 (2.92%) Windows Server 2008
6 4 (2.34%) Red Hat Enterprise Linux
7 3 (1.75%) Unix
7 3 (1.75%) Windows Server
7 3 (1.75%) Windows Server 2003
8 2 (1.17%) Windows 10
8 2 (1.17%) Windows 7
8 2 (1.17%) Windows Server 2012
8 2 (1.17%) Windows XP
Processes & Methodologies
1 125 (73.10%) Mathematics
2 73 (42.69%) Data Science
3 59 (34.50%) Physics
4 57 (33.33%) Software Engineering
5 48 (28.07%) Machine Learning
6 46 (26.90%) Agile Software Development
7 38 (22.22%) Analytics
8 35 (20.47%) Test Automation
9 27 (15.79%) Financial Modelling
10 24 (14.04%) Linux Kernel Development
11 22 (12.87%) Capital Modelling
11 22 (12.87%) OO
11 22 (12.87%) Unit Testing
12 21 (12.28%) Project Management
12 21 (12.28%) SDLC
13 20 (11.70%) Artificial Intelligence
14 19 (11.11%) Bayesian Methods
15 17 (9.94%) Manual Testing
15 17 (9.94%) Software Testing
15 17 (9.94%) Usability Testing
Programming Languages
1 72 (42.11%) Python
2 64 (37.43%) SQL
3 53 (30.99%) C++
4 42 (24.56%) C
5 41 (23.98%) JavaScript
6 35 (20.47%) C#
7 29 (16.96%) Java
8 28 (16.37%) MATLAB
8 28 (16.37%) R
9 24 (14.04%) Embedded C
9 24 (14.04%) Embedded C++
10 10 (5.85%) Julia
11 5 (2.92%) Ruby
12 2 (1.17%) Bash Shell
12 2 (1.17%) Perl
13 1 (0.58%) PHP
13 1 (0.58%) PowerShell
13 1 (0.58%) Scala
13 1 (0.58%) VBA
Qualifications
1 75 (43.86%) Degree
2 32 (18.71%) PhD
3 21 (12.28%) Computer Science Degree
4 14 (8.19%) Master's Degree
5 6 (3.51%) Microsoft Certification
6 4 (2.34%) Numerate Degree
6 4 (2.34%) PRINCE2 Certification
7 3 (1.75%) ITIL Certification
7 3 (1.75%) Security Cleared
8 2 (1.17%) ISEB
8 2 (1.17%) ITIL Foundation Certificate
8 2 (1.17%) MCP
8 2 (1.17%) MCTS
9 1 (0.58%) CCNA
9 1 (0.58%) Cisco Certification
9 1 (0.58%) Network+ Certification
Quality Assurance & Compliance
1 12 (7.02%) SLA
2 10 (5.85%) QA
3 6 (3.51%) COSHH
4 5 (2.92%) GMP
System Software
1 10 (5.85%) Docker
2 5 (2.92%) LXC
3 4 (2.34%) Oracle RAC
4 2 (1.17%) Active Directory
5 1 (0.58%) Apache Flume
Systems Management
1 2 (1.17%) HP Quality Center
2 1 (0.58%) Ansible
2 1 (0.58%) Cacti
2 1 (0.58%) Failover Clustering
2 1 (0.58%) Packer
2 1 (0.58%) SmokePing
2 1 (0.58%) Terraform
Vendors
1 37 (21.64%) Microsoft
2 10 (5.85%) Tableau
3 7 (4.09%) Cisco
4 6 (3.51%) Apple
4 6 (3.51%) Google
5 5 (2.92%) Adobe
5 5 (2.92%) Alteryx
6 4 (2.34%) CheckPoint
6 4 (2.34%) Oracle
6 4 (2.34%) Red Hat
7 3 (1.75%) Avaya
7 3 (1.75%) Citrix
7 3 (1.75%) IBM
7 3 (1.75%) Intel
7 3 (1.75%) Nortel
7 3 (1.75%) Riverbed
8 2 (1.17%) HP
8 2 (1.17%) TOWER Software
9 1 (0.58%) Polycom
9 1 (0.58%) TIBCO