Period
to 25 April 2018

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 6 months to 25 April 2018 with a comparison to the same period in the previous 2 years.

Statistics
Cambridgeshire > Cambridge
6 months to
25 Apr 2018
Same period 2017 Same period 2016
Rank 87 118 143
Rank change year-on-year +31 +25 -34
Permanent jobs citing Statistics 113 42 25
As % of all permanent IT jobs advertised in Cambridge 3.28% 1.67% 0.88%
As % of the Processes & Methodologies category 3.47% 1.83% 0.97%
Number of salaries quoted 61 26 17
Cambridge median annual salary £55,000 £52,500 £52,500
Median salary % change year-on-year +4.76% - -
10th Percentile £31,000 £27,500 £42,950
90th Percentile £62,500 £74,375 £56,250
Cambridgeshire 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 Cambridge with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridge
Permanent vacancies with a requirement for process or methodology skills 3,258 2,296 2,589
As % of all permanent IT jobs advertised in Cambridge 94.63% 91.40% 91.07%
Number of salaries quoted 2,178 1,799 2,020
Cambridge median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +5.88%
10th Percentile £30,000 £27,500 £29,750
90th Percentile £70,000 £65,000 £65,000
Cambridgeshire median annual salary £47,500 £45,000 £43,000
% change year-on-year +5.56% +4.65% +1.18%

Statistics
Job Vacancy Trend in Cambridge

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

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 6 months to 25 April 2018.

Salary histogram for Statistics in Cambridge

For the 6 months to 25 April 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 Cambridge region with a requirement for Statistics.

1 105 (92.92%) Mathematics
2 78 (69.03%) Computer Science
3 60 (53.10%) Python
4 59 (52.21%) Data Science
5 57 (50.44%) Software Engineering
6 53 (46.90%) Physics
6 53 (46.90%) SQL
7 48 (42.48%) Degree
8 47 (41.59%) Finance
9 43 (38.05%) WPF
10 41 (36.28%) C++
11 40 (35.40%) JavaScript
12 37 (32.74%) Agile Software Development
13 36 (31.86%) Machine Learning
14 35 (30.97%) Test Automation
15 34 (30.09%) C#
15 34 (30.09%) Algorithms
16 32 (28.32%) Linux
17 31 (27.43%) C
18 29 (25.66%) HTML
19 27 (23.89%) PhD
19 27 (23.89%) Financial Modelling
19 27 (23.89%) Life Science
20 24 (21.24%) Windows
20 24 (21.24%) Embedded C
20 24 (21.24%) Embedded C++
20 24 (21.24%) Linux Kernel Development
20 24 (21.24%) Embedded Systems
21 23 (20.35%) Analytics
22 22 (19.47%) Capital Modelling

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 9 (7.96%) Apache Spark
2 6 (5.31%) Apache
3 2 (1.77%) Apache Solr
3 2 (1.77%) SAS
4 1 (0.88%) Elasticsearch
Applications
1 1 (0.88%) Microsoft Excel
Cloud Services
1 16 (14.16%) Microsoft Azure
2 9 (7.96%) Amazon AWS
3 5 (4.42%) Amazon EC2
3 5 (4.42%) Cloud Computing
4 3 (2.65%) Azure Machine Learning
Communications & Networking
1 1 (0.88%) Internet
Database & Business Intelligence
1 13 (11.50%) Big Data
1 13 (11.50%) SQL Server
2 9 (7.96%) Hadoop
3 4 (3.54%) Blockchain
4 3 (2.65%) RDBMS
4 3 (2.65%) Relational Database
5 2 (1.77%) Apache Cassandra
6 1 (0.88%) Apache Hive
6 1 (0.88%) Data Mining
6 1 (0.88%) Data Warehouse
6 1 (0.88%) HBase
6 1 (0.88%) Impala
6 1 (0.88%) NoSQL
6 1 (0.88%) PostgreSQL
6 1 (0.88%) Redis
Development Applications
1 22 (19.47%) NUnit
2 13 (11.50%) Git (software)
2 13 (11.50%) Visual Studio
3 9 (7.96%) Team Foundation Server
General
1 47 (41.59%) Finance
2 4 (3.54%) Games
3 2 (1.77%) Arabic Language
3 2 (1.77%) French Language
3 2 (1.77%) Portuguese Language
3 2 (1.77%) Spanish Language
4 1 (0.88%) Manufacturing
Job Titles
1 31 (27.43%) Developer
2 26 (23.01%) Software Engineer
3 24 (21.24%) C Software Engineer
3 24 (21.24%) C/C++ Embedded Software Engineer
3 24 (21.24%) C/C++ Software Engineer
3 24 (21.24%) C++ Software Engineer
3 24 (21.24%) Embedded C Engineer
3 24 (21.24%) Embedded C Software Engineer
3 24 (21.24%) Embedded C/C++ Engineer
3 24 (21.24%) Embedded C/C++ Software Engineer
3 24 (21.24%) Embedded C++ Engineer
3 24 (21.24%) Embedded C++ Software Engineer
3 24 (21.24%) Embedded Engineer
3 24 (21.24%) Embedded Software Engineer
4 19 (16.81%) Software Developer
5 17 (15.04%) Senior Software Test Engineer
5 17 (15.04%) Senior Test Engineer
5 17 (15.04%) Software Test Engineer
5 17 (15.04%) Test Engineer
6 16 (14.16%) Data Scientist
Libraries, Frameworks & Software Standards
1 43 (38.05%) WPF
2 29 (25.66%) HTML
3 17 (15.04%) Reactive Extensions
3 17 (15.04%) WCF
4 14 (12.39%) TensorFlow
5 13 (11.50%) .NET
5 13 (11.50%) WinForms
6 11 (9.73%) ASP.NET
6 11 (9.73%) ASP.NET MVC
7 9 (7.96%) Velocity
8 5 (4.42%) scikit-learn
9 4 (3.54%) HTML5
10 3 (2.65%) Natural Language Processing
10 3 (2.65%) PySpark
11 1 (0.88%) Akka
11 1 (0.88%) DBIx::Class
11 1 (0.88%) Kafka
11 1 (0.88%) Lucene
11 1 (0.88%) SQLAlchemy
11 1 (0.88%) Xapian
Miscellaneous
1 78 (69.03%) Computer Science
2 34 (30.09%) Algorithms
3 27 (23.89%) Life Science
4 24 (21.24%) Embedded Systems
5 9 (7.96%) Analytical Skills
6 4 (3.54%) iPad
6 4 (3.54%) iPhone
6 4 (3.54%) PlayStation
6 4 (3.54%) Xbox
7 2 (1.77%) Linux Command Line
8 1 (0.88%) Mobile App
Operating Systems
1 32 (28.32%) Linux
2 24 (21.24%) Windows
3 4 (3.54%) Android
4 1 (0.88%) Unix
Processes & Methodologies
1 105 (92.92%) Mathematics
2 59 (52.21%) Data Science
3 57 (50.44%) Software Engineering
4 53 (46.90%) Physics
5 37 (32.74%) Agile Software Development
6 36 (31.86%) Machine Learning
7 35 (30.97%) Test Automation
8 27 (23.89%) Financial Modelling
9 24 (21.24%) Linux Kernel Development
10 23 (20.35%) Analytics
11 22 (19.47%) Capital Modelling
11 22 (19.47%) OO
11 22 (19.47%) Unit Testing
12 19 (16.81%) Bayesian Methods
13 17 (15.04%) Manual Testing
13 17 (15.04%) SDLC
13 17 (15.04%) Software Testing
13 17 (15.04%) Usability Testing
14 14 (12.39%) Artificial Intelligence
14 14 (12.39%) User Stories
Programming Languages
1 60 (53.10%) Python
2 53 (46.90%) SQL
3 41 (36.28%) C++
4 40 (35.40%) JavaScript
5 34 (30.09%) C#
6 31 (27.43%) C
7 24 (21.24%) Embedded C
7 24 (21.24%) Embedded C++
8 17 (15.04%) Java
9 16 (14.16%) MATLAB
10 10 (8.85%) Julia
11 9 (7.96%) R
12 1 (0.88%) Bash Shell
12 1 (0.88%) Perl
12 1 (0.88%) Scala
Qualifications
1 48 (42.48%) Degree
2 27 (23.89%) PhD
3 10 (8.85%) Computer Science Degree
4 5 (4.42%) Master's Degree
5 3 (2.65%) Security Cleared
6 2 (1.77%) Numerate Degree
System Software
1 5 (4.42%) Docker
1 5 (4.42%) LXC
2 1 (0.88%) Apache Flume
2 1 (0.88%) Oracle RAC
Systems Management
1 1 (0.88%) Ansible
1 1 (0.88%) Failover Clustering
1 1 (0.88%) Packer
1 1 (0.88%) Terraform
Vendors
1 22 (19.47%) Microsoft
2 2 (1.77%) TOWER Software
3 1 (0.88%) Cloudera
3 1 (0.88%) Hortonworks
3 1 (0.88%) MapR
3 1 (0.88%) Oracle