The table below looks at the prevalence of the term Statistics in IT jobs advertised for the Cambridge region. Included is a guide to the salaries offered in IT jobs that have cited Statistics over the 3 months to 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Statistics
Rank 81 93 102
Rank change year-on-year
+12 +9
Permanent jobs citing Statistics 15 17 18
As % of all permanent IT jobs located in Cambridge 1.39% 1.16% 1.01%
As % of the Miscellaneous category 2.48% 2.24% 2.05%
Number of salaries quoted 13 10 12
Median salary £55,000 £45,000 £55,000
Median salary % change year-on-year
+22.22% -18.18%
90% offered a salary of more than £37,500 £44,500 £40,500
10% offered a salary of more than £64,500 £55,750 £59,500
UK excluding London median salary £37,725 £39,000 £40,000
% change year-on-year
-3.27% -2.50%
Statistics
Cambridgeshire

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Cambridge region.

Miscellaneous Category
Cambridge
Permanent IT job ads with a match in the
Miscellaneous category
604 760 880
As % of all permanent IT jobs located in Cambridge 56.03% 51.67% 49.47%
Number of salaries quoted 508 598 628
Median salary £45,000 £40,500 £42,500
Median salary % change year-on-year
+11.11% -4.70%
90% offered a salary of more than £27,500 £27,500 £27,500
10% offered a salary of more than £67,500 £60,000 £62,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Statistics
Jobs Demand Trend in Cambridge

The demand trend of job ads across the Cambridge region citing Statistics as a proportion of all IT jobs with a match in the Miscellaneous category.

Statistics Jobs Demand Trend in Cambridge

Statistics
Salary Trend in Cambridge

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

Statistics Salary Trend in Cambridge

Statistics
Salary Histogram in Cambridge

This chart provides a salary histogram for IT jobs citing Statistics across the Cambridge region over the 3 months to 10 December 2016.

Statistics Salary Histogram in Cambridge

Statistics
Top 30 Related IT Skills in Cambridge

For the 6 months to 10 December 2016, 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 Cambridge region with a requirement for Statistics.

1 19 (65.52%) Degree
2 16 (55.17%) Mathematics
2 16 (55.17%) Software Engineering
3 14 (48.28%) Analytics
4 13 (44.83%) Python
5 12 (41.38%) Algorithms
6 11 (37.93%) Data Analytics
6 11 (37.93%) Finance
7 10 (34.48%) Microsoft
7 10 (34.48%) Computer Science
8 9 (31.03%) C#
9 8 (27.59%) SQL
9 8 (27.59%) Unix
9 8 (27.59%) XML
9 8 (27.59%) Agile Software Development
9 8 (27.59%) Defect Management
10 7 (24.14%) Big Data
10 7 (24.14%) Lumira
10 7 (24.14%) Spotfire
10 7 (24.14%) Oracle BI EE
10 7 (24.14%) Data Modelling
10 7 (24.14%) ETL
10 7 (24.14%) Business Intelligence
10 7 (24.14%) .NET
10 7 (24.14%) JavaScript
10 7 (24.14%) BusinessObjects
11 6 (20.69%) Pharmaceutical
11 6 (20.69%) Management Information System
11 6 (20.69%) Scrum
11 6 (20.69%) VBA

Statistics
Top Related IT Skills in Cambridge 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 3 (10.34%) SAS
2 2 (6.90%) Apache Solr
2 2 (6.90%) Apache Spark
2 2 (6.90%) Elasticsearch
2 2 (6.90%) Exchange Server 2010
2 2 (6.90%) MS Exchange
Applications
1 4 (13.79%) MS Excel
2 2 (6.90%) MS Office
Business Applications
1 3 (10.34%) Oracle BPM
2 1 (3.45%) SAP CO
2 1 (3.45%) SAP FI
2 1 (3.45%) SAP FI/CO
Cloud Services
1 4 (13.79%) Amazon AWS
2 2 (6.90%) Microsoft Azure
2 2 (6.90%) PaaS
2 2 (6.90%) SaaS
Communications & Networking
1 2 (6.90%) HTTP
1 2 (6.90%) PPP
1 2 (6.90%) SAN
Database & Business Intelligence
1 7 (24.14%) Big Data
1 7 (24.14%) BusinessObjects
1 7 (24.14%) Lumira
1 7 (24.14%) Oracle BI EE
1 7 (24.14%) Spotfire
2 6 (20.69%) SQL Server
3 3 (10.34%) Data Warehouse
3 3 (10.34%) SAP BW
4 2 (6.90%) Apache Cassandra
4 2 (6.90%) Data Lake
4 2 (6.90%) Hadoop
4 2 (6.90%) Neo4j
4 2 (6.90%) NoSQL
4 2 (6.90%) PostgreSQL
4 2 (6.90%) RDBMS
4 2 (6.90%) Relational Database
Development Applications
1 6 (20.69%) NUnit
1 6 (20.69%) Oracle APEX
1 6 (20.69%) Ranorex
1 6 (20.69%) Rhino Mocks
1 6 (20.69%) Team Foundation Server
2 2 (6.90%) JIRA
2 2 (6.90%) Subversion
General
1 11 (37.93%) Finance
2 6 (20.69%) Pharmaceutical
3 1 (3.45%) Retail
Job Titles
1 5 (17.24%) Data Scientist
2 4 (13.79%) Analyst
2 4 (13.79%) Automation Test Lead
2 4 (13.79%) Business Intelligence Analyst
2 4 (13.79%) Test Leader
3 3 (10.34%) Software Engineer
4 2 (6.90%) C# Developer
4 2 (6.90%) Data Manager
4 2 (6.90%) DBA
4 2 (6.90%) Developer
4 2 (6.90%) Developer in Test
4 2 (6.90%) Development Engineer
4 2 (6.90%) DevOps Engineer
4 2 (6.90%) PostgreSQL DBA
4 2 (6.90%) Software Test Engineer
4 2 (6.90%) Test Engineer
5 1 (3.45%) 3D Software Engineer
5 1 (3.45%) Financial Analyst
5 1 (3.45%) Programmer
5 1 (3.45%) SAS Programmer
Libraries, Frameworks & Software Standards
1 8 (27.59%) XML
2 7 (24.14%) .NET
3 4 (13.79%) scikit-learn
4 3 (10.34%) WPF
5 2 (6.90%) Apache Flex
5 2 (6.90%) D3.js
5 2 (6.90%) DBIx::Class
5 2 (6.90%) J2SE
5 2 (6.90%) JSON
5 2 (6.90%) Lucene
5 2 (6.90%) Reactive Extensions
5 2 (6.90%) Sphinx
5 2 (6.90%) Velocity
5 2 (6.90%) Xapian
6 1 (3.45%) WinForms
Miscellaneous
1 16 (55.17%) Mathematics
2 12 (41.38%) Algorithms
3 10 (34.48%) Computer Science
4 6 (20.69%) Analytical Skills
4 6 (20.69%) Management Information System
5 3 (10.34%) Visualisation
6 2 (6.90%) Data Centre
6 2 (6.90%) iPhone
6 2 (6.90%) Mobile App
6 2 (6.90%) Replication
7 1 (3.45%) 3D Graphics
7 1 (3.45%) Artificial Intelligence
7 1 (3.45%) Data Structures
7 1 (3.45%) Physics
Operating Systems
1 8 (27.59%) Unix
2 4 (13.79%) Windows
3 2 (6.90%) Android
3 2 (6.90%) Linux
3 2 (6.90%) Windows Server
3 2 (6.90%) Windows Server 2008
3 2 (6.90%) Windows Server 2012
Processes & Methodologies
1 16 (55.17%) Software Engineering
2 14 (48.28%) Analytics
3 11 (37.93%) Data Analytics
4 8 (27.59%) Agile Software Development
4 8 (27.59%) Defect Management
5 7 (24.14%) Business Intelligence
5 7 (24.14%) Data Modelling
5 7 (24.14%) ETL
6 6 (20.69%) Big Data Analytics
6 6 (20.69%) Business Analysis
6 6 (20.69%) Scrum
6 6 (20.69%) Test Automation
6 6 (20.69%) Unit Testing
6 6 (20.69%) User Stories
7 5 (17.24%) Machine Learning
8 4 (13.79%) Automation Testing
8 4 (13.79%) Data Management
8 4 (13.79%) Performance Testing
9 3 (10.34%) Business Analytics
10 2 (6.90%) Risk Analytics
Programming Languages
1 13 (44.83%) Python
2 9 (31.03%) C#
3 8 (27.59%) SQL
4 7 (24.14%) JavaScript
5 6 (20.69%) PL/SQL
5 6 (20.69%) VBA
6 5 (17.24%) R
7 4 (13.79%) C++
8 3 (10.34%) Java
9 2 (6.90%) Bash Shell
9 2 (6.90%) Perl
9 2 (6.90%) Shell Script
10 1 (3.45%) C
Qualifications
1 19 (65.52%) Degree
2 2 (6.90%) AWS Certification
2 2 (6.90%) ITIL Foundation Certificate
2 2 (6.90%) MCITP
2 2 (6.90%) MCSE
2 2 (6.90%) Microsoft Certification
2 2 (6.90%) VMware Certified Professional (VCP)
3 1 (3.45%) PhD
3 1 (3.45%) Postgraduate
Quality Assurance & Compliance
1 2 (6.90%) GCP
1 2 (6.90%) GLP
1 2 (6.90%) SDET
2 1 (3.45%) QA
System Software
1 2 (6.90%) Active Directory
1 2 (6.90%) Docker
1 2 (6.90%) Virtual Desktop
1 2 (6.90%) Virtual Servers
1 2 (6.90%) VMware ESXi
1 2 (6.90%) VMware Infrastructure
Systems Management
1 6 (20.69%) HP Quality Center
2 2 (6.90%) Failover Clustering
2 2 (6.90%) SCCM
2 2 (6.90%) SolarWinds Orion
Vendors
1 10 (34.48%) Microsoft
2 6 (20.69%) Oracle
3 4 (13.79%) SAP
4 3 (10.34%) Cognos
4 3 (10.34%) Hyperion
4 3 (10.34%) Tableau
5 2 (6.90%) Apple
5 2 (6.90%) HP
5 2 (6.90%) IBM
5 2 (6.90%) SolarWinds
5 2 (6.90%) Toshiba
5 2 (6.90%) TOWER Software
5 2 (6.90%) VMware
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