Period
to 22 July 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 22 July 2018 with a comparison to the same period in the previous 2 years.

Statistics
England > East of England
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 212 194 305
Rank change year-on-year -18 +111 -29
Permanent jobs citing Statistics 143 183 80
As % of all permanent IT jobs advertised in the East of England 1.20% 1.47% 0.57%
As % of the Processes & Methodologies category 1.34% 1.64% 0.63%
Number of salaries quoted 55 127 65
East of England median annual salary £52,500 £42,500 £50,000
Median salary % change year-on-year +23.53% -15.00% +11.11%
10th Percentile £27,650 £27,500 £29,000
90th Percentile £62,500 £90,000 £56,250
England median annual salary £53,500 £47,500 £50,000
% change year-on-year +12.63% -5.00% +5.26%

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 10,654 11,156 12,655
As % of all permanent IT jobs advertised in the East of England 89.15% 89.41% 89.59%
Number of salaries quoted 7,931 8,911 10,354
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 £26,750 £26,250
90th Percentile £71,750 £68,750 £67,500
England median annual salary £50,000 £50,000 £50,000

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 22 July 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 22 July 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 -1 103 £55,000 +10.00% 9
Hertfordshire +4 31 £32,000 -9.86% 3
Suffolk +1 5 £55,000 +10.00% 1
Essex +24 4 £52,500 -2.78%
Statistics
England

For the 6 months to 22 July 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 83 (58.04%) Mathematics
2 70 (48.95%) Computer Science
3 62 (43.36%) Degree
4 59 (41.26%) Python
5 55 (38.46%) SQL
6 53 (37.06%) Data Science
7 45 (31.47%) Analytical Skills
7 45 (31.47%) Finance
8 39 (27.27%) Windows
9 38 (26.57%) Linux
10 37 (25.87%) Algorithms
10 37 (25.87%) Analytics
11 36 (25.17%) Machine Learning
11 36 (25.17%) Software Engineering
12 31 (21.68%) C++
13 30 (20.98%) Agile Software Development
14 28 (19.58%) Physics
14 28 (19.58%) ITIL
14 28 (19.58%) Microsoft
15 27 (18.88%) WPF
16 26 (18.18%) SLA
17 25 (17.48%) JavaScript
17 25 (17.48%) Problem-Solving
18 24 (16.78%) Financial Modelling
18 24 (16.78%) Test Automation
18 24 (16.78%) Retail
19 23 (16.08%) C
19 23 (16.08%) R
20 21 (14.69%) Decision-Making
20 21 (14.69%) 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 13 (9.09%) Apache Spark
2 11 (7.69%) MS Exchange
3 6 (4.20%) Apache
4 5 (3.50%) SAS
4 5 (3.50%) SharePoint
5 2 (1.40%) Tomcat
6 1 (0.70%) Apache Solr
6 1 (0.70%) CMS
6 1 (0.70%) Exchange Server 2010
6 1 (0.70%) JBoss
6 1 (0.70%) WebLogic
6 1 (0.70%) WebSphere
6 1 (0.70%) WebSphere Application Server
Applications
1 15 (10.49%) Microsoft Excel
2 10 (6.99%) Microsoft PowerPoint
3 4 (2.80%) Acrobat
3 4 (2.80%) Microsoft Office
3 4 (2.80%) Microsoft Project
3 4 (2.80%) MS Visio
4 3 (2.10%) Spreadsheet
4 3 (2.10%) SPSS
5 1 (0.70%) Weka
Business Applications
1 5 (3.50%) Dynamics CRM
2 4 (2.80%) Remedy ITSM
3 1 (0.70%) Magento
Cloud Services
1 11 (7.69%) Google Analytics
2 10 (6.99%) Adobe Analytics
2 10 (6.99%) Microsoft Azure
3 5 (3.50%) Amazon AWS
3 5 (3.50%) Amazon EC2
3 5 (3.50%) Cloud Computing
3 5 (3.50%) Office 365
4 1 (0.70%) Google Tag Manager
Communications & Networking
1 17 (11.89%) TCP/IP
2 16 (11.19%) Firewall
3 14 (9.79%) LAN
3 14 (9.79%) VoIP
3 14 (9.79%) WAN
4 13 (9.09%) Ethernet
4 13 (9.09%) Intrusion Detection
4 13 (9.09%) Network Security
4 13 (9.09%) Wi-Fi
5 9 (6.29%) Frame Relay
6 5 (3.50%) Internet
7 4 (2.80%) DNS
7 4 (2.80%) DSL
7 4 (2.80%) Remote Desktop
7 4 (2.80%) VPN
7 4 (2.80%) WebEx
8 3 (2.10%) SAN
8 3 (2.10%) SMS
9 1 (0.70%) MRTG
9 1 (0.70%) Skype
Database & Business Intelligence
1 16 (11.19%) Hadoop
1 16 (11.19%) SQL Server
2 13 (9.09%) Data Mining
3 11 (7.69%) Big Data
4 4 (2.80%) Blockchain
4 4 (2.80%) SQLPlus
5 3 (2.10%) Oracle Database
5 3 (2.10%) Oracle Database 10g
6 2 (1.40%) RDBMS
6 2 (1.40%) Relational Database
7 1 (0.70%) BusinessObjects
7 1 (0.70%) DB2
7 1 (0.70%) DbVisualizer
7 1 (0.70%) HBase
7 1 (0.70%) KNIME
7 1 (0.70%) MongoDB
7 1 (0.70%) MySQL
7 1 (0.70%) Spotfire
7 1 (0.70%) SQL Server 2008
7 1 (0.70%) Sqoop
Development Applications
1 18 (12.59%) NUnit
2 10 (6.99%) Git (software)
2 10 (6.99%) Visual Studio
3 9 (6.29%) Team Foundation Server
4 2 (1.40%) ClearCase
4 2 (1.40%) ClearQuest
5 1 (0.70%) Firebug
5 1 (0.70%) JMeter
5 1 (0.70%) LoadRunner
5 1 (0.70%) Rational Team Concert
5 1 (0.70%) The Grinder
General
1 45 (31.47%) Finance
2 24 (16.78%) Retail
3 15 (10.49%) Marketing
4 7 (4.90%) Games
5 1 (0.70%) Financial Institution
5 1 (0.70%) Publishing
Job Titles
1 25 (17.48%) Data Scientist
2 24 (16.78%) Developer
3 18 (12.59%) Software Developer
4 17 (11.89%) Analyst
5 15 (10.49%) Software Engineer
6 13 (9.09%) C Software Engineer
6 13 (9.09%) C/C++ Embedded Software Engineer
6 13 (9.09%) C/C++ Software Engineer
6 13 (9.09%) C++ Software Engineer
6 13 (9.09%) Embedded C Engineer
6 13 (9.09%) Embedded C Software Engineer
6 13 (9.09%) Embedded C/C++ Engineer
6 13 (9.09%) Embedded C/C++ Software Engineer
6 13 (9.09%) Embedded C++ Engineer
6 13 (9.09%) Embedded C++ Software Engineer
6 13 (9.09%) Embedded Engineer
6 13 (9.09%) Embedded Software Engineer
6 13 (9.09%) Team Leader
7 9 (6.29%) C# .NET Developer
7 9 (6.29%) Developer in Test
Libraries, Frameworks & Software Standards
1 27 (18.88%) WPF
2 21 (14.69%) HTML
3 18 (12.59%) TensorFlow
4 15 (10.49%) .NET
5 11 (7.69%) scikit-learn
6 10 (6.99%) WCF
6 10 (6.99%) WinForms
7 9 (6.29%) Reactive Extensions
8 8 (5.59%) ASP.NET
8 8 (5.59%) ASP.NET MVC
9 7 (4.90%) Keras
9 7 (4.90%) Velocity
10 6 (4.20%) Lasagne
10 6 (4.20%) Pandas
10 6 (4.20%) Theano
11 5 (3.50%) HTML5
12 4 (2.80%) .NET Framework
12 4 (2.80%) CSS
13 3 (2.10%) Flash
14 2 (1.40%) J2EE
Miscellaneous
1 70 (48.95%) Computer Science
2 45 (31.47%) Analytical Skills
3 37 (25.87%) Algorithms
4 18 (12.59%) Management Information System
5 15 (10.49%) Life Science
6 14 (9.79%) Data Centre
7 13 (9.09%) Driving Licence
7 13 (9.09%) Embedded Systems
8 9 (6.29%) Self-Motivation
9 8 (5.59%) iPad
10 7 (4.90%) Robotics
11 6 (4.20%) Data Structures
11 6 (4.20%) User Experience
12 4 (2.80%) CMDB
12 4 (2.80%) iPhone
12 4 (2.80%) PlayStation
12 4 (2.80%) Xbox
13 2 (1.40%) Linux Command Line
14 1 (0.70%) Social Media
Operating Systems
1 39 (27.27%) Windows
2 38 (26.57%) Linux
3 15 (10.49%) Windows Server 2008
4 13 (9.09%) Windows Server 2003
5 6 (4.20%) Windows 10
5 6 (4.20%) Windows 7
5 6 (4.20%) Windows XP
6 5 (3.50%) Android
7 4 (2.80%) Mac OS
7 4 (2.80%) Red Hat Enterprise Linux
7 4 (2.80%) Windows 2000
7 4 (2.80%) Windows Server
8 3 (2.10%) Windows Server 2012
9 2 (1.40%) Unix
10 1 (0.70%) AIX
Processes & Methodologies
1 83 (58.04%) Mathematics
2 53 (37.06%) Data Science
3 37 (25.87%) Analytics
4 36 (25.17%) Machine Learning
4 36 (25.17%) Software Engineering
5 30 (20.98%) Agile Software Development
6 28 (19.58%) ITIL
6 28 (19.58%) Physics
7 25 (17.48%) Problem-Solving
8 24 (16.78%) Financial Modelling
8 24 (16.78%) Test Automation
9 21 (14.69%) Decision-Making
10 19 (13.29%) OO
11 18 (12.59%) Unit Testing
12 17 (11.89%) Configuration Management
12 17 (11.89%) Mentoring
12 17 (11.89%) SDLC
13 16 (11.19%) Statistical Modelling
14 15 (10.49%) Artificial Intelligence
14 15 (10.49%) Coaching
Programming Languages
1 59 (41.26%) Python
2 55 (38.46%) SQL
3 31 (21.68%) C++
4 25 (17.48%) JavaScript
5 23 (16.08%) C
5 23 (16.08%) R
6 21 (14.69%) C#
7 20 (13.99%) Java
8 13 (9.09%) Embedded C
8 13 (9.09%) Embedded C++
9 12 (8.39%) MATLAB
10 7 (4.90%) Julia
11 3 (2.10%) PHP
12 2 (1.40%) Perl
13 1 (0.70%) AWK
13 1 (0.70%) Bash Shell
13 1 (0.70%) Kotlin
13 1 (0.70%) PowerShell
13 1 (0.70%) VBA
Qualifications
1 62 (43.36%) Degree
2 19 (13.29%) PhD
3 16 (11.19%) Computer Science Degree
4 10 (6.99%) Microsoft Certification
5 9 (6.29%) Master's Degree
6 8 (5.59%) Numerate Degree
7 6 (4.20%) MCP
8 4 (2.80%) MCSE
8 4 (2.80%) PRINCE2 Certification
9 3 (2.10%) ISEB
9 3 (2.10%) SC Cleared
9 3 (2.10%) Security Cleared
10 2 (1.40%) ITIL Foundation Certificate
10 2 (1.40%) MCTS
10 2 (1.40%) Postgraduate
11 1 (0.70%) CCNA
11 1 (0.70%) Cisco Certification
11 1 (0.70%) Network+ Certification
Quality Assurance & Compliance
1 26 (18.18%) SLA
2 5 (3.50%) Actionable Recommendations
3 4 (2.80%) GDPR
3 4 (2.80%) QA
System Software
1 7 (4.90%) Active Directory
2 5 (3.50%) Docker
2 5 (3.50%) LXC
3 3 (2.10%) Oracle RAC
4 1 (0.70%) Apache Flume
4 1 (0.70%) VMware Infrastructure
4 1 (0.70%) vSphere
4 1 (0.70%) XenApp
Systems Management
1 4 (2.80%) Microsoft Intune
1 4 (2.80%) ServiceCenter
1 4 (2.80%) Systems Management Server (SMS)
2 2 (1.40%) HP Quality Center
3 1 (0.70%) Cacti
3 1 (0.70%) Grafana
3 1 (0.70%) NetBackup
3 1 (0.70%) SmokePing
Vendors
1 28 (19.58%) Microsoft
2 16 (11.19%) Cisco
3 14 (9.79%) Adobe
3 14 (9.79%) CheckPoint
4 13 (9.09%) Avaya
4 13 (9.09%) Intel
4 13 (9.09%) Nortel
4 13 (9.09%) Riverbed
5 12 (8.39%) Google
6 11 (7.69%) Tableau
7 10 (6.99%) Alteryx
8 7 (4.90%) HP
9 4 (2.80%) Bomgar
9 4 (2.80%) IBM
9 4 (2.80%) MobileIron
9 4 (2.80%) Oracle
9 4 (2.80%) Peregrine
9 4 (2.80%) Red Hat
9 4 (2.80%) Remedy
9 4 (2.80%) ServiceNow