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 24 June 2017 with a comparison to the same period in the previous 2 years.

Statistics
Cambridgeshire / Cambridge
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 62 99 87
Rank change year-on-year +37 -12  
Permanent jobs citing Statistics 63 12 27
As % of all permanent IT jobs advertised in Cambridge 4.66% 1.02% 1.86%
As % of the Processes & Methodologies category 5.28% 1.14% 2.14%
Number of salaries quoted 38 10 27
Median salary £70,000 £46,250 £45,000
Median salary % change year-on-year +51.35% +2.77%  
90% offered a salary of more than £32,500 £39,950 £38,960
10% offered a salary of more than £100,000 £53,800 £52,500
UK excluding London median salary £42,000 £37,500 £40,000
% change year-on-year +12.00% -6.25%  

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 1194 1052 1260
As % of all permanent IT job vacancies advertised in Cambridge 88.31% 89.00% 86.66%
Number of salaries quoted 906 867 1064
Median salary £50,000 £45,500 £45,000
Median salary % change year-on-year +9.89% +1.11%  
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £70,000 £55,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 24 June 2017.

Salary histogram for Statistics in Cambridge

For the 6 months to 24 June 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 71 (89.87%) Mathematics
2 62 (78.48%) Computer Science
3 57 (72.15%) Python
4 50 (63.29%) Software Engineering
5 49 (62.03%) Physics
5 49 (62.03%) Machine Learning
6 37 (46.84%) PhD
7 36 (45.57%) Bayesian Methods
8 35 (44.30%) MATLAB
9 31 (39.24%) SQL
10 27 (34.18%) C++
11 25 (31.65%) C#
12 21 (26.58%) Economics
12 21 (26.58%) Artificial Intelligence
12 21 (26.58%) Analytics
12 21 (26.58%) Julia
13 20 (25.32%) R
14 19 (24.05%) Deep Learning
14 19 (24.05%) Algorithms
14 19 (24.05%) Neural Network
15 18 (22.78%) Probabilistic Modelling
16 17 (21.52%) Java
17 15 (18.99%) Analytical Skills
17 15 (18.99%) Signal Processing
18 14 (17.72%) Project Management
19 13 (16.46%) Speech Recognition
19 13 (16.46%) Natural Language Processing
20 12 (15.19%) Augmented Reality
20 12 (15.19%) Finance
20 12 (15.19%) Computational Linguistics

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 5 (6.33%) Apache Spark
2 3 (3.80%) Elasticsearch
2 3 (3.80%) Jupyter
3 1 (1.27%) DNN
Applications
1 3 (3.80%) Microsoft Excel
Cloud Services
1 2 (2.53%) Microsoft Azure
Database & Business Intelligence
1 10 (12.66%) Big Data
1 10 (12.66%) MySQL
1 10 (12.66%) Relational Database
2 7 (8.86%) Geospatial Data
2 7 (8.86%) GIS
3 3 (3.80%) Apache Cassandra
3 3 (3.80%) Oracle BI EE
4 2 (2.53%) BusinessObjects
4 2 (2.53%) Lumira
4 2 (2.53%) Spotfire
4 2 (2.53%) SQL Server
5 1 (1.27%) Data Mining
Development Applications
1 11 (13.92%) NUnit
2 8 (10.13%) Team Foundation Server
3 2 (2.53%) Git (software)
3 2 (2.53%) Oracle APEX
3 2 (2.53%) Visual Studio
General
1 12 (15.19%) Finance
2 2 (2.53%) Pharmaceutical
3 1 (1.27%) Games
Job Titles
1 29 (36.71%) Graduate
2 18 (22.78%) Developer
3 17 (21.52%) Analyst
4 14 (17.72%) Graduate Analyst
4 14 (17.72%) Graduate Software Analyst
4 14 (17.72%) Software Analyst
5 13 (16.46%) Machine Learning Researcher
6 10 (12.66%) Software Developer
7 8 (10.13%) Data Scientist
7 8 (10.13%) Developer in Test
8 7 (8.86%) Analytics Developer
8 7 (8.86%) Report Developer
9 5 (6.33%) Project Manager
9 5 (6.33%) Software Test Engineer
9 5 (6.33%) Test Engineer
10 4 (5.06%) Research Engineer
10 4 (5.06%) Research Manager
11 3 (3.80%) C# Developer
11 3 (3.80%) Data Analyst
11 3 (3.80%) Software Engineer
Libraries, Frameworks & Software Standards
1 13 (16.46%) Natural Language Processing
2 10 (12.66%) WPF
3 7 (8.86%) Google Maps API
3 7 (8.86%) TensorFlow
4 3 (3.80%) .NET
4 3 (3.80%) Kafka
5 2 (2.53%) Theano
5 2 (2.53%) Velocity
5 2 (2.53%) WCF
5 2 (2.53%) WinForms
5 2 (2.53%) XML
6 1 (1.27%) ASP.NET
6 1 (1.27%) ASP.NET MVC
6 1 (1.27%) Torch
Miscellaneous
1 62 (78.48%) Computer Science
2 19 (24.05%) Algorithms
3 15 (18.99%) Analytical Skills
4 12 (15.19%) Augmented Reality
5 7 (8.86%) Management Information System
6 3 (3.80%) Life Science
Operating Systems
1 4 (5.06%) Linux
2 3 (3.80%) Unix
Processes & Methodologies
1 71 (89.87%) Mathematics
2 50 (63.29%) Software Engineering
3 49 (62.03%) Machine Learning
3 49 (62.03%) Physics
4 36 (45.57%) Bayesian Methods
5 21 (26.58%) Analytics
5 21 (26.58%) Artificial Intelligence
5 21 (26.58%) Economics
6 19 (24.05%) Deep Learning
6 19 (24.05%) Neural Network
7 18 (22.78%) Probabilistic Modelling
8 15 (18.99%) Signal Processing
9 14 (17.72%) Project Management
10 13 (16.46%) Speech Recognition
11 12 (15.19%) Computational Linguistics
12 11 (13.92%) Financial Modelling
12 11 (13.92%) OO
13 10 (12.66%) SDLC
13 10 (12.66%) Test Automation
13 10 (12.66%) User Stories
Programming Languages
1 57 (72.15%) Python
2 35 (44.30%) MATLAB
3 31 (39.24%) SQL
4 27 (34.18%) C++
5 25 (31.65%) C#
6 21 (26.58%) Julia
7 20 (25.32%) R
8 17 (21.52%) Java
9 4 (5.06%) JavaScript
10 3 (3.80%) VBA
11 2 (2.53%) PL/SQL
12 1 (1.27%) Perl
12 1 (1.27%) Ruby
Qualifications
1 37 (46.84%) PhD
2 7 (8.86%) Degree
3 1 (1.27%) Numerate Degree
Quality Assurance & Compliance
1 3 (3.80%) Data Quality
Vendors
1 10 (12.66%) Microsoft
2 7 (8.86%) Google
3 5 (6.33%) TOWER Software
4 2 (2.53%) Oracle
5 1 (1.27%) Lattice Semiconductor
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits & bonus
Posted: Yesterday
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £30000 - £35000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £25,000 to £35,000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £60000 - £100000 per annum + bens
Posted: 5 days ago
Cambridge, Cambridgeshire
networx
Salary: Salary Excellent
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £90000 per annum + bens
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Competitive salary
Posted: 3 days ago
Cambridge
The Wellcome Trust Sanger Institute
Salary: £38989 - £49602 per annum + excellent benefits
Posted: 25 days ago