Period
to 21 November 2017

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 21 November 2017 with a comparison to the same period in the previous 2 years.

Statistics
East of England > Cambridgeshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 70 134 139
Rank change year-on-year +64 +5 +15
Permanent jobs citing Statistics 171 44 48
As % of all permanent IT jobs advertised in Cambridgeshire 4.02% 1.27% 1.17%
As % of the Processes & Methodologies category 4.36% 1.44% 1.33%
Number of salaries quoted 115 35 40
Cambridgeshire median annual salary £55,000 £55,000 £45,000
Median salary % change year-on-year - +22.22% +12.50%
10th Percentile £28,750 £34,250 £37,250
90th Percentile £90,000 £65,450 £57,500
East of England median annual salary £52,223 £53,750 £44,500
% change year-on-year -2.84% +20.79% +11.25%

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 3920 3049 3616
As % of all permanent IT jobs advertised in Cambridgeshire 92.24% 88.15% 88.13%
Number of salaries quoted 2995 2508 3127
Cambridgeshire median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £27,500 £26,250 £27,500
90th Percentile £71,250 £66,250 £65,000
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +3.57%

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 21 November 2017.

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 21 November 2017. 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 +59 156 £57,500 +6.98% 11
Peterborough -9 8 £40,000 +77.78% 6
Statistics
East of England

For the 6 months to 21 November 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 Cambridgeshire region with a requirement for Statistics.

1 149 (87.13%) Mathematics
2 124 (72.51%) Computer Science
3 97 (56.73%) Python
4 96 (56.14%) Physics
5 83 (48.54%) Machine Learning
6 78 (45.61%) Software Engineering
7 71 (41.52%) Finance
8 65 (38.01%) SQL
9 60 (35.09%) MATLAB
10 58 (33.92%) PhD
11 55 (32.16%) C++
12 52 (30.41%) Degree
13 51 (29.82%) Bayesian Methods
14 50 (29.24%) Algorithms
15 45 (26.32%) Artificial Intelligence
16 44 (25.73%) Analytics
17 41 (23.98%) Economics
18 39 (22.81%) C#
18 39 (22.81%) Julia
19 36 (21.05%) Java
20 33 (19.30%) WPF
21 32 (18.71%) JavaScript
22 31 (18.13%) Financial Modelling
23 28 (16.37%) Agile Software Development
23 28 (16.37%) Analytical Skills
24 27 (15.79%) R
25 26 (15.20%) Test Automation
26 25 (14.62%) Deep Learning
27 24 (14.04%) Life Science
27 24 (14.04%) Linux

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 7 (4.09%) SAS
2 4 (2.34%) Apache Spark
3 1 (0.58%) Apache Solr
3 1 (0.58%) Elasticsearch
3 1 (0.58%) Jupyter
Applications
1 10 (5.85%) Microsoft Excel
2 9 (5.26%) Microsoft PowerPoint
3 4 (2.34%) Microsoft Office
4 1 (0.58%) Weka
Cloud Services
1 12 (7.02%) Microsoft Azure
2 3 (1.75%) Amazon AWS
2 3 (1.75%) Azure Machine Learning
Communications & Networking
1 7 (4.09%) SMS
Database & Business Intelligence
1 17 (9.94%) Relational Database
2 16 (9.36%) Big Data
3 11 (6.43%) Data Mining
4 10 (5.85%) RDBMS
5 8 (4.68%) BusinessObjects
6 7 (4.09%) Geospatial Data
6 7 (4.09%) GIS
6 7 (4.09%) MySQL
6 7 (4.09%) SQL Server
7 5 (2.92%) Hadoop
8 2 (1.17%) Crystal Reports
8 2 (1.17%) NoSQL
9 1 (0.58%) Apache Cassandra
9 1 (0.58%) Data Warehouse
9 1 (0.58%) Oracle BI EE
9 1 (0.58%) PostgreSQL
9 1 (0.58%) Redis
Development Applications
1 14 (8.19%) NUnit
2 10 (5.85%) Git (software)
3 7 (4.09%) Visual Studio
4 6 (3.51%) Team Foundation Server
5 1 (0.58%) JIRA
General
1 71 (41.52%) Finance
2 5 (2.92%) Pharmaceutical
3 2 (1.17%) Arabic Language
3 2 (1.17%) French Language
3 2 (1.17%) Portuguese Language
3 2 (1.17%) Retail
3 2 (1.17%) Spanish Language
4 1 (0.58%) Advertising
4 1 (0.58%) Marketing
Job Titles
1 34 (19.88%) Software Engineer
2 31 (18.13%) Graduate
3 29 (16.96%) Developer
4 23 (13.45%) Analyst
5 21 (12.28%) Data Scientist
6 20 (11.70%) Machine Learning Researcher
7 19 (11.11%) Software Test Engineer
7 19 (11.11%) Test Engineer
8 18 (10.53%) Graduate Analyst
8 18 (10.53%) Graduate Software Analyst
8 18 (10.53%) Software Analyst
9 16 (9.36%) Research Engineer
10 15 (8.77%) C# Developer
11 14 (8.19%) C Software Engineer
11 14 (8.19%) C++ Software Engineer
11 14 (8.19%) Embedded C Engineer
11 14 (8.19%) Embedded C Software Engineer
11 14 (8.19%) Embedded C/C++ Engineer
11 14 (8.19%) Embedded Software Engineer
11 14 (8.19%) Software Developer
Libraries, Frameworks & Software Standards
1 33 (19.30%) WPF
2 14 (8.19%) HTML
3 13 (7.60%) Reactive Extensions
4 12 (7.02%) WCF
5 10 (5.85%) .NET
5 10 (5.85%) XML
6 9 (5.26%) Velocity
7 8 (4.68%) Natural Language Processing
8 7 (4.09%) ASP.NET
8 7 (4.09%) ASP.NET MVC
8 7 (4.09%) Flash
8 7 (4.09%) Google Maps API
8 7 (4.09%) TensorFlow
8 7 (4.09%) WinForms
9 3 (1.75%) PySpark
10 2 (1.17%) AngularJS
11 1 (0.58%) D3.js
11 1 (0.58%) DBIx::Class
11 1 (0.58%) scikit-learn
11 1 (0.58%) SQLAlchemy
Miscellaneous
1 124 (72.51%) Computer Science
2 50 (29.24%) Algorithms
3 28 (16.37%) Analytical Skills
4 24 (14.04%) Life Science
5 14 (8.19%) Embedded Systems
6 9 (5.26%) Linux Command Line
7 7 (4.09%) Data Centre
7 7 (4.09%) Management Information System
8 5 (2.92%) Augmented Reality
8 5 (2.92%) Reinsurance
Operating Systems
1 24 (14.04%) Linux
2 15 (8.77%) Windows
3 1 (0.58%) Unix
Processes & Methodologies
1 149 (87.13%) Mathematics
2 96 (56.14%) Physics
3 83 (48.54%) Machine Learning
4 78 (45.61%) Software Engineering
5 51 (29.82%) Bayesian Methods
6 45 (26.32%) Artificial Intelligence
7 44 (25.73%) Analytics
8 41 (23.98%) Economics
9 31 (18.13%) Financial Modelling
10 28 (16.37%) Agile Software Development
11 26 (15.20%) Test Automation
12 25 (14.62%) Deep Learning
13 23 (13.45%) Neural Network
13 23 (13.45%) Probabilistic Modelling
14 22 (12.87%) Data Analysis
15 20 (11.70%) Project Management
16 19 (11.11%) Capital Modelling
16 19 (11.11%) SDLC
17 17 (9.94%) Open Source
18 16 (9.36%) Probability Theory
Programming Languages
1 97 (56.73%) Python
2 65 (38.01%) SQL
3 60 (35.09%) MATLAB
4 55 (32.16%) C++
5 39 (22.81%) C#
5 39 (22.81%) Julia
6 36 (21.05%) Java
7 32 (18.71%) JavaScript
8 27 (15.79%) R
9 17 (9.94%) C
10 14 (8.19%) Embedded C
10 14 (8.19%) Embedded C++
11 2 (1.17%) Perl
12 1 (0.58%) Bash Shell
12 1 (0.58%) Scala
12 1 (0.58%) VBA
Qualifications
1 58 (33.92%) PhD
2 52 (30.41%) Degree
3 7 (4.09%) ISEB
4 3 (1.75%) Numerate Degree
4 3 (1.75%) Security Cleared
5 2 (1.17%) ITIL Certification
Quality Assurance & Compliance
1 9 (5.26%) SLA
2 4 (2.34%) GCP
2 4 (2.34%) GLP
2 4 (2.34%) GMP
2 4 (2.34%) GxP
System Software
1 1 (0.58%) Oracle RAC
Systems Management
1 1 (0.58%) Ansible
1 1 (0.58%) Failover Clustering
1 1 (0.58%) Packer
Vendors
1 17 (9.94%) Microsoft
2 9 (5.26%) Tableau
2 9 (5.26%) TOWER Software
3 7 (4.09%) Cadence
3 7 (4.09%) Google
4 3 (1.75%) Oracle
5 1 (0.58%) Cloudera
5 1 (0.58%) Hortonworks