Period
to 17 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 2018 with a comparison to the same period in the previous 2 years.

Statistics
East of England > Cambridgeshire
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 113 74 137
Rank change year-on-year -39 +63 +5
Permanent jobs citing Statistics 75 169 44
As % of all permanent IT jobs advertised in Cambridgeshire 2.35% 4.07% 1.25%
As % of the Processes & Methodologies category 2.56% 4.36% 1.40%
Number of salaries quoted 49 115 35
Cambridgeshire median annual salary £52,500 £55,000 £55,000
Median salary % change year-on-year -4.55% - +22.22%
10th Percentile £43,980 £28,750 £34,250
90th Percentile £68,500 £90,000 £65,450
East of England median annual salary £52,500 £52,500 £52,500

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 Cambridgeshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Permanent vacancies with a requirement for process or methodology skills 2,934 3,874 3,135
As % of all permanent IT jobs advertised in Cambridgeshire 91.97% 93.37% 89.34%
Number of salaries quoted 2,096 2,964 2,575
Cambridgeshire median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +1.12%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £71,250 £71,250 £66,250
East of England median annual salary £47,500 £46,500 £45,000
% change year-on-year +2.15% +3.33% -

Statistics
Job Vacancy Trend in Cambridgeshire

Job postings citing Statistics as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Statistics in Cambridgeshire

Statistics
Salary Trend in Cambridgeshire

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

Salary trend for Statistics in Cambridgeshire

Statistics
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Statistics in Cambridgeshire over the 6 months to 17 November 2018.

Salary histogram for Statistics in Cambridgeshire

Statistics
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the Cambridgeshire region over the 6 months to 17 November 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
Cambridge -30 54 £53,750 -6.52% 7
Peterborough -19 21 £48,000 +20.00% 4
Statistics
East of England

For the 6 months to 17 November 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 Cambridgeshire region with a requirement for Statistics.

1 55 (73.33%) Mathematics
2 49 (65.33%) Computer Science
3 39 (52.00%) Finance
4 36 (48.00%) Degree
5 28 (37.33%) Analytical Skills
6 26 (34.67%) WPF
6 26 (34.67%) Python
7 25 (33.33%) Risk Management
7 25 (33.33%) Algorithms
7 25 (33.33%) Test Automation
8 22 (29.33%) C#
9 20 (26.67%) Analytics
10 19 (25.33%) Problem-Solving
10 19 (25.33%) C++
11 18 (24.00%) Reinsurance
11 18 (24.00%) Machine Learning
12 17 (22.67%) Retail
13 16 (21.33%) Management Information System
13 16 (21.33%) ITIL
14 15 (20.00%) Java
14 15 (20.00%) Microsoft
14 15 (20.00%) Configuration Management
14 15 (20.00%) Software Engineering
14 15 (20.00%) Software Testing
14 15 (20.00%) Reactive Extensions
14 15 (20.00%) Line Management
14 15 (20.00%) Usability Testing
14 15 (20.00%) Manual Testing
14 15 (20.00%) Capital Modelling
15 14 (18.67%) Data Science

Statistics
Co-occurring IT Skills in Cambridgeshire 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 (5.33%) MS Exchange
2 3 (4.00%) Exchange Server 2007
2 3 (4.00%) Exchange Server 2010
3 2 (2.67%) Apache Spark
3 2 (2.67%) SAS
Applications
1 2 (2.67%) Microsoft Excel
2 1 (1.33%) Acrobat
2 1 (1.33%) Microsoft Office
2 1 (1.33%) Microsoft PowerPoint
2 1 (1.33%) Microsoft Project
2 1 (1.33%) MS Visio
2 1 (1.33%) Spreadsheet
Business Applications
1 1 (1.33%) Remedy ITSM
Cloud Services
1 12 (16.00%) Microsoft Azure
2 6 (8.00%) Google Analytics
2 6 (8.00%) Google Tag Manager
3 5 (6.67%) AdWords
4 1 (1.33%) Office 365
Communications & Networking
1 8 (10.67%) Ethernet
1 8 (10.67%) Firewall
1 8 (10.67%) Intrusion Detection
1 8 (10.67%) LAN
1 8 (10.67%) Network Security
1 8 (10.67%) TCP/IP
1 8 (10.67%) VoIP
1 8 (10.67%) WAN
1 8 (10.67%) Wi-Fi
2 4 (5.33%) Frame Relay
3 3 (4.00%) SAN
3 3 (4.00%) SSL
4 1 (1.33%) Internet
4 1 (1.33%) Remote Desktop
4 1 (1.33%) VPN
4 1 (1.33%) WebEx
Database & Business Intelligence
1 11 (14.67%) SQL Server
2 5 (6.67%) Big Data
3 3 (4.00%) Data Mining
4 1 (1.33%) Apache Cassandra
4 1 (1.33%) Data Lake
4 1 (1.33%) Hadoop
4 1 (1.33%) HBase
4 1 (1.33%) HDInsight
4 1 (1.33%) MongoDB
4 1 (1.33%) NoSQL
4 1 (1.33%) Sqoop
Development Applications
1 11 (14.67%) Git (software)
1 11 (14.67%) NUnit
1 11 (14.67%) Visual Studio
General
1 39 (52.00%) Finance
2 17 (22.67%) Retail
3 7 (9.33%) Marketing
4 6 (8.00%) Advertising
5 1 (1.33%) Financial Institution
5 1 (1.33%) Games
5 1 (1.33%) Law
5 1 (1.33%) Publishing
Job Titles
1 15 (20.00%) Developer
1 15 (20.00%) Senior Software Test Engineer
1 15 (20.00%) Senior Test Engineer
1 15 (20.00%) Software Test Engineer
1 15 (20.00%) Test Engineer
2 11 (14.67%) Software Developer
2 11 (14.67%) Team Leader
3 10 (13.33%) Data Scientist
4 8 (10.67%) .NET Developer
4 8 (10.67%) .NET Software Developer
4 8 (10.67%) C# .NET Developer
4 8 (10.67%) C# Developer
4 8 (10.67%) C# Software Developer
5 6 (8.00%) Digital Marketing Manager
5 6 (8.00%) Marketing Manager
5 6 (8.00%) Python Engineer
5 6 (8.00%) Research Engineer
6 4 (5.33%) Delivery Manager
6 4 (5.33%) Python Developer
6 4 (5.33%) Service Manager
Libraries, Frameworks & Software Standards
1 26 (34.67%) WPF
2 15 (20.00%) Reactive Extensions
3 11 (14.67%) .NET
3 11 (14.67%) ASP.NET
3 11 (14.67%) ASP.NET MVC
3 11 (14.67%) WCF
3 11 (14.67%) WinForms
4 10 (13.33%) Velocity
5 6 (8.00%) HTML
6 3 (4.00%) TensorFlow
7 2 (2.67%) Caffe
7 2 (2.67%) Keras
7 2 (2.67%) Natural Language Processing
7 2 (2.67%) OpenCV
8 1 (1.33%) CSS
8 1 (1.33%) Kafka
8 1 (1.33%) SparkR
Miscellaneous
1 49 (65.33%) Computer Science
2 28 (37.33%) Analytical Skills
3 25 (33.33%) Algorithms
4 18 (24.00%) Reinsurance
5 16 (21.33%) Management Information System
6 8 (10.67%) Data Centre
6 8 (10.67%) Driving Licence
7 5 (6.67%) Self-Motivation
8 3 (4.00%) Life Science
9 2 (2.67%) Robotics
10 1 (1.33%) iPad
Operating Systems
1 12 (16.00%) Linux
1 12 (16.00%) Windows
2 11 (14.67%) Windows Server 2003
2 11 (14.67%) Windows Server 2008
3 1 (1.33%) Mac OS
3 1 (1.33%) Unix
3 1 (1.33%) Windows 10
3 1 (1.33%) Windows 2000
3 1 (1.33%) Windows 7
3 1 (1.33%) Windows XP
Processes & Methodologies
1 55 (73.33%) Mathematics
2 25 (33.33%) Risk Management
2 25 (33.33%) Test Automation
3 20 (26.67%) Analytics
4 19 (25.33%) Problem-Solving
5 18 (24.00%) Machine Learning
6 16 (21.33%) ITIL
7 15 (20.00%) Capital Modelling
7 15 (20.00%) Configuration Management
7 15 (20.00%) Line Management
7 15 (20.00%) Manual Testing
7 15 (20.00%) Software Engineering
7 15 (20.00%) Software Testing
7 15 (20.00%) Usability Testing
8 14 (18.67%) Agile Software Development
8 14 (18.67%) Data Science
8 14 (18.67%) Deep Learning
9 13 (17.33%) Artificial Intelligence
10 12 (16.00%) Risk Analytics
11 11 (14.67%) Bayesian Methods
Programming Languages
1 26 (34.67%) Python
2 22 (29.33%) C#
3 19 (25.33%) C++
4 15 (20.00%) Java
5 14 (18.67%) SQL
6 11 (14.67%) JavaScript
7 8 (10.67%) Julia
8 6 (8.00%) R
9 3 (4.00%) C
10 2 (2.67%) Perl
11 1 (1.33%) MATLAB
Qualifications
1 36 (48.00%) Degree
2 10 (13.33%) PhD
3 4 (5.33%) Numerate Degree
4 2 (2.67%) Postgraduate
5 1 (1.33%) MCP
5 1 (1.33%) MCSE
5 1 (1.33%) Microsoft Certification
Quality Assurance & Compliance
1 12 (16.00%) SLA
2 6 (8.00%) GDPR
System Software
1 3 (4.00%) VMware Infrastructure
1 3 (4.00%) XenApp
2 1 (1.33%) Active Directory
2 1 (1.33%) Apache Flume
Systems Management
1 3 (4.00%) SCCM
1 3 (4.00%) SCOM
2 1 (1.33%) Microsoft Intune
2 1 (1.33%) ServiceCenter
2 1 (1.33%) Systems Management Server (SMS)
Vendors
1 15 (20.00%) Microsoft
2 11 (14.67%) Intel
3 8 (10.67%) Avaya
3 8 (10.67%) CheckPoint
3 8 (10.67%) Cisco
3 8 (10.67%) Google
3 8 (10.67%) Nortel
3 8 (10.67%) Riverbed
4 3 (4.00%) Citrix
4 3 (4.00%) CommVault
4 3 (4.00%) Hitachi
4 3 (4.00%) VMware
5 1 (1.33%) Adobe
5 1 (1.33%) Bomgar
5 1 (1.33%) Hortonworks
5 1 (1.33%) HP
5 1 (1.33%) MobileIron
5 1 (1.33%) Peregrine
5 1 (1.33%) Remedy
5 1 (1.33%) ServiceNow