The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Statistics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistics over the 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

Statistics
Cambridgeshire / Cambridge
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 90 104 77
Rank change year-on-year +14 -27  
Permanent jobs citing Statistics 18 9 35
As % of all permanent IT jobs advertised in Cambridge 1.44% 0.61% 2.40%
As % of the Processes & Methodologies category 1.58% 0.68% 2.87%
Number of salaries quoted 13 9 26
Median salary £50,000 £52,500 £46,250
Median salary % change year-on-year -4.76% +13.51%  
90% offered a salary of more than £30,000 £44,500 £38,032
10% offered a salary of more than £60,500 £52,500 £72,500
UK excluding London median salary £40,000 £43,048 £40,000
% change year-on-year -7.07% +7.61%  

Statistics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridge
Permanent job vacancies with a requirement for process and methodology skills 1141 1321 1221
As % of all permanent IT job vacancies advertised in Cambridge 91.28% 89.93% 83.86%
Number of salaries quoted 837 1010 1004
Median salary £45,500 £44,500 £45,000
Median salary % change year-on-year +2.24% -1.11%  
90% offered a salary of more than £30,000 £31,500 £30,000
10% offered a salary of more than £70,000 £57,500 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Statistics
Job Vacancy Trend in Cambridge

The job posting trend of jobs advertised in Cambridge citing Statistics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Statistics in Cambridge

Statistics
Salary Trend in Cambridge

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

Salary trend for Statistics in Cambridge

Statistics
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Statistics in Cambridge over the 3 months to 30 March 2017.

Salary histogram for Statistics in Cambridge

For the 6 months to 30 March 2017, 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 28 (82.35%) Mathematics
2 25 (73.53%) Software Engineering
3 23 (67.65%) Python
4 16 (47.06%) Machine Learning
4 16 (47.06%) Analytics
5 14 (41.18%) SQL
6 13 (38.24%) C#
6 13 (38.24%) Algorithms
7 11 (32.35%) Physics
7 11 (32.35%) Finance
8 10 (29.41%) C++
8 10 (29.41%) JavaScript
8 10 (29.41%) XML
8 10 (29.41%) Unix
8 10 (29.41%) Data Modelling
8 10 (29.41%) ETL
8 10 (29.41%) Business Intelligence
8 10 (29.41%) BusinessObjects
8 10 (29.41%) Spotfire
8 10 (29.41%) Degree
8 10 (29.41%) Oracle BI EE
8 10 (29.41%) Lumira
9 9 (26.47%) Computer Science
9 9 (26.47%) Oracle APEX
9 9 (26.47%) Oracle
9 9 (26.47%) PL/SQL
9 9 (26.47%) VBA
9 9 (26.47%) Pharmaceutical
10 8 (23.53%) Project Management
10 8 (23.53%) Apache Spark

Statistics
Co-occurring 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 8 (23.53%) Apache Spark
2 3 (8.82%) Elasticsearch
2 3 (8.82%) Jupyter
2 3 (8.82%) SAS
Applications
1 2 (5.88%) MS Excel
1 2 (5.88%) MS Office
Business Applications
1 3 (8.82%) Oracle BPM
2 1 (2.94%) SAP CO
2 1 (2.94%) SAP FI
2 1 (2.94%) SAP FI/CO
Communications & Networking
1 1 (2.94%) HTTP
Database & Business Intelligence
1 10 (29.41%) BusinessObjects
1 10 (29.41%) Lumira
1 10 (29.41%) Oracle BI EE
1 10 (29.41%) Spotfire
2 7 (20.59%) Big Data
3 4 (11.76%) MySQL
4 3 (8.82%) Apache Cassandra
4 3 (8.82%) Data Warehouse
4 3 (8.82%) SAP BW
5 2 (5.88%) Data Lake
6 1 (2.94%) Geospatial Data
6 1 (2.94%) GIS
6 1 (2.94%) Relational Database
Development Applications
1 9 (26.47%) Oracle APEX
2 5 (14.71%) NUnit
2 5 (14.71%) Team Foundation Server
3 1 (2.94%) JIRA
3 1 (2.94%) Subversion
General
1 11 (32.35%) Finance
2 9 (26.47%) Pharmaceutical
Job Titles
1 11 (32.35%) Data Scientist
2 10 (29.41%) Analyst
3 7 (20.59%) Graduate
4 6 (17.65%) Developer
4 6 (17.65%) Graduate Analyst
4 6 (17.65%) Graduate Software Analyst
4 6 (17.65%) Software Analyst
5 5 (14.71%) Developer in Test
5 5 (14.71%) Software Developer
5 5 (14.71%) Software Test Engineer
5 5 (14.71%) Test Engineer
6 4 (11.76%) Business Intelligence Analyst
7 2 (5.88%) Data Manager
7 2 (5.88%) Software Engineer
8 1 (2.94%) Data Analyst
8 1 (2.94%) DevOps Engineer
8 1 (2.94%) Financial Analyst
8 1 (2.94%) Programmer
8 1 (2.94%) Report Developer
8 1 (2.94%) SAS Programmer
Libraries, Frameworks & Software Standards
1 10 (29.41%) XML
2 6 (17.65%) WPF
3 4 (11.76%) scikit-learn
4 3 (8.82%) Kafka
5 2 (5.88%) Apache Flex
5 2 (5.88%) D3.js
6 1 (2.94%) .NET
6 1 (2.94%) Google Maps API
6 1 (2.94%) J2SE
6 1 (2.94%) JSON
6 1 (2.94%) Natural Language Processing
6 1 (2.94%) TensorFlow
6 1 (2.94%) Theano
6 1 (2.94%) Web Services
6 1 (2.94%) WinForms
Miscellaneous
1 13 (38.24%) Algorithms
2 9 (26.47%) Computer Science
3 5 (14.71%) Analytical Skills
4 1 (2.94%) 3D Graphics
4 1 (2.94%) Augmented Reality
4 1 (2.94%) iPhone
4 1 (2.94%) Management Information System
4 1 (2.94%) Mobile App
Operating Systems
1 10 (29.41%) Unix
2 4 (11.76%) Linux
3 1 (2.94%) Android
3 1 (2.94%) Windows
Processes & Methodologies
1 28 (82.35%) Mathematics
2 25 (73.53%) Software Engineering
3 16 (47.06%) Analytics
3 16 (47.06%) Machine Learning
4 11 (32.35%) Physics
5 10 (29.41%) Business Intelligence
5 10 (29.41%) Data Modelling
5 10 (29.41%) ETL
6 8 (23.53%) Project Management
7 7 (20.59%) Bayesian Methods
7 7 (20.59%) Data Analysis
8 6 (17.65%) Business Analysis
9 5 (14.71%) Data Analytics
9 5 (14.71%) Financial Modelling
9 5 (14.71%) MVVM
9 5 (14.71%) Performance Testing
9 5 (14.71%) Test Automation
9 5 (14.71%) Test Strategy
9 5 (14.71%) Unit Testing
9 5 (14.71%) User Stories
Programming Languages
1 23 (67.65%) Python
2 14 (41.18%) SQL
3 13 (38.24%) C#
4 10 (29.41%) C++
4 10 (29.41%) JavaScript
5 9 (26.47%) PL/SQL
5 9 (26.47%) VBA
6 8 (23.53%) R
7 7 (20.59%) Java
8 6 (17.65%) MATLAB
9 2 (5.88%) C
Qualifications
1 10 (29.41%) Degree
2 5 (14.71%) PhD
Quality Assurance & Compliance
1 2 (5.88%) GCP
1 2 (5.88%) GLP
System Software
1 1 (2.94%) Docker
Vendors
1 9 (26.47%) Oracle
2 7 (20.59%) Microsoft
3 5 (14.71%) TOWER Software
4 4 (11.76%) SAP
5 3 (8.82%) Cognos
5 3 (8.82%) Hyperion
5 3 (8.82%) Tableau
6 1 (2.94%) Google
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