Period
to 16 July 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 16 July 2018 with a comparison to the same period in the previous 2 years.

Statistics
Cambridgeshire > Cambridge
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 97 77 138
Rank change year-on-year -20 +61 -35
Permanent jobs citing Statistics 83 96 24
As % of all permanent IT jobs advertised in Cambridge 2.91% 3.57% 0.91%
As % of the Processes & Methodologies category 3.08% 3.93% 1.01%
Number of salaries quoted 34 62 22
Cambridge median annual salary £55,000 £56,250 £52,500
Median salary % change year-on-year -2.22% +7.14% +1.94%
10th Percentile £41,500 £27,625 £35,000
90th Percentile £62,500 £103,500 £60,875
Cambridgeshire median annual salary £55,000 £51,250 £52,500
% change year-on-year +7.32% -2.38% +5.00%

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 2,692 2,440 2,372
As % of all permanent IT jobs advertised in Cambridge 94.29% 90.84% 90.43%
Number of salaries quoted 1,826 1,829 1,887
Cambridge median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +4.65%
10th Percentile £28,375 £27,500 £27,500
90th Percentile £69,500 £72,500 £66,250
Cambridgeshire median annual salary £45,000 £45,000 £45,000

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 16 July 2018.

Salary histogram for Statistics in Cambridge

For the 6 months to 16 July 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 71 (85.54%) Mathematics
2 54 (65.06%) Computer Science
3 46 (55.42%) Python
4 41 (49.40%) Data Science
5 37 (44.58%) Software Engineering
6 35 (42.17%) SQL
7 32 (38.55%) Finance
8 30 (36.14%) Degree
8 30 (36.14%) WPF
9 29 (34.94%) Physics
9 29 (34.94%) Agile Software Development
10 28 (33.73%) Algorithms
11 26 (31.33%) Test Automation
11 26 (31.33%) C++
12 25 (30.12%) JavaScript
13 24 (28.92%) Machine Learning
14 23 (27.71%) Financial Modelling
15 22 (26.51%) C#
16 21 (25.30%) Linux
17 20 (24.10%) HTML
17 20 (24.10%) OO
17 20 (24.10%) Microsoft
17 20 (24.10%) Unit Testing
17 20 (24.10%) NUnit
17 20 (24.10%) Analytics
18 19 (22.89%) PhD
19 18 (21.69%) C
19 18 (21.69%) Windows
20 16 (19.28%) Life Science
21 15 (18.07%) SDLC

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 7 (8.43%) Apache Spark
2 6 (7.23%) Apache
3 4 (4.82%) MS Exchange
4 1 (1.20%) Apache Solr
4 1 (1.20%) SAS
Applications
1 5 (6.02%) Microsoft Excel
2 4 (4.82%) Acrobat
2 4 (4.82%) Microsoft Office
2 4 (4.82%) Microsoft PowerPoint
2 4 (4.82%) Microsoft Project
2 4 (4.82%) MS Visio
Business Applications
1 4 (4.82%) Remedy ITSM
Cloud Services
1 11 (13.25%) Microsoft Azure
2 6 (7.23%) Amazon AWS
3 5 (6.02%) Amazon EC2
3 5 (6.02%) Cloud Computing
4 4 (4.82%) Office 365
5 1 (1.20%) Google Analytics
5 1 (1.20%) Google Tag Manager
Communications & Networking
1 5 (6.02%) Internet
2 4 (4.82%) Remote Desktop
2 4 (4.82%) VPN
2 4 (4.82%) WebEx
Database & Business Intelligence
1 13 (15.66%) Big Data
2 11 (13.25%) SQL Server
3 6 (7.23%) Hadoop
4 5 (6.02%) Data Mining
5 4 (4.82%) Blockchain
6 2 (2.41%) Apache Cassandra
6 2 (2.41%) HBase
6 2 (2.41%) RDBMS
6 2 (2.41%) Relational Database
7 1 (1.20%) Apache Hive
7 1 (1.20%) Impala
7 1 (1.20%) MongoDB
7 1 (1.20%) NoSQL
7 1 (1.20%) Sqoop
Development Applications
1 20 (24.10%) NUnit
2 11 (13.25%) Git (software)
2 11 (13.25%) Visual Studio
3 9 (10.84%) Team Foundation Server
General
1 32 (38.55%) Finance
2 4 (4.82%) Games
3 1 (1.20%) Financial Institution
3 1 (1.20%) Manufacturing
3 1 (1.20%) Marketing
3 1 (1.20%) Publishing
3 1 (1.20%) Retail
Job Titles
1 25 (30.12%) Developer
2 20 (24.10%) Software Developer
3 16 (19.28%) Software Engineer
4 15 (18.07%) Data Scientist
5 14 (16.87%) C Software Engineer
5 14 (16.87%) C/C++ Embedded Software Engineer
5 14 (16.87%) C/C++ Software Engineer
5 14 (16.87%) C++ Software Engineer
5 14 (16.87%) Embedded C Engineer
5 14 (16.87%) Embedded C Software Engineer
5 14 (16.87%) Embedded C/C++ Engineer
5 14 (16.87%) Embedded C/C++ Software Engineer
5 14 (16.87%) Embedded C++ Engineer
5 14 (16.87%) Embedded C++ Software Engineer
5 14 (16.87%) Embedded Engineer
5 14 (16.87%) Embedded Software Engineer
6 10 (12.05%) .NET Developer
6 10 (12.05%) Senior Test Engineer
6 10 (12.05%) Software Test Engineer
6 10 (12.05%) Test Engineer
Libraries, Frameworks & Software Standards
1 30 (36.14%) WPF
2 20 (24.10%) HTML
3 13 (15.66%) TensorFlow
4 11 (13.25%) .NET
4 11 (13.25%) WCF
4 11 (13.25%) WinForms
5 10 (12.05%) Reactive Extensions
6 9 (10.84%) ASP.NET
6 9 (10.84%) ASP.NET MVC
7 7 (8.43%) Velocity
8 5 (6.02%) scikit-learn
9 4 (4.82%) CSS
9 4 (4.82%) HTML5
10 2 (2.41%) Kafka
10 2 (2.41%) Natural Language Processing
11 1 (1.20%) Akka
11 1 (1.20%) Keras
11 1 (1.20%) OpenCV
Miscellaneous
1 54 (65.06%) Computer Science
2 28 (33.73%) Algorithms
3 16 (19.28%) Life Science
4 14 (16.87%) Embedded Systems
5 9 (10.84%) Analytical Skills
6 8 (9.64%) iPad
7 4 (4.82%) iPhone
7 4 (4.82%) Management Information System
7 4 (4.82%) PlayStation
7 4 (4.82%) Xbox
8 2 (2.41%) Linux Command Line
9 1 (1.20%) Mobile App
9 1 (1.20%) Robotics
Operating Systems
1 21 (25.30%) Linux
2 18 (21.69%) Windows
3 4 (4.82%) Android
3 4 (4.82%) Mac OS
3 4 (4.82%) Windows 10
3 4 (4.82%) Windows 2000
3 4 (4.82%) Windows 7
3 4 (4.82%) Windows XP
Processes & Methodologies
1 71 (85.54%) Mathematics
2 41 (49.40%) Data Science
3 37 (44.58%) Software Engineering
4 29 (34.94%) Agile Software Development
4 29 (34.94%) Physics
5 26 (31.33%) Test Automation
6 24 (28.92%) Machine Learning
7 23 (27.71%) Financial Modelling
8 20 (24.10%) Analytics
8 20 (24.10%) OO
8 20 (24.10%) Unit Testing
9 15 (18.07%) Capital Modelling
9 15 (18.07%) SDLC
10 14 (16.87%) Linux Kernel Development
11 12 (14.46%) User Stories
12 11 (13.25%) MVC
12 11 (13.25%) Risk Analytics
12 11 (13.25%) Scrum
13 10 (12.05%) Manual Testing
13 10 (12.05%) Risk Management
Programming Languages
1 46 (55.42%) Python
2 35 (42.17%) SQL
3 26 (31.33%) C++
4 25 (30.12%) JavaScript
5 22 (26.51%) C#
6 18 (21.69%) C
7 14 (16.87%) Embedded C
7 14 (16.87%) Embedded C++
7 14 (16.87%) Java
8 7 (8.43%) Julia
9 6 (7.23%) R
10 5 (6.02%) MATLAB
11 1 (1.20%) Scala
Qualifications
1 30 (36.14%) Degree
2 19 (22.89%) PhD
3 10 (12.05%) Computer Science Degree
4 5 (6.02%) Master's Degree
5 4 (4.82%) MCP
5 4 (4.82%) MCSE
5 4 (4.82%) Microsoft Certification
Quality Assurance & Compliance
1 4 (4.82%) SLA
2 1 (1.20%) GDPR
System Software
1 5 (6.02%) Docker
1 5 (6.02%) LXC
2 4 (4.82%) Active Directory
3 2 (2.41%) Apache Flume
Systems Management
1 4 (4.82%) Microsoft Intune
1 4 (4.82%) ServiceCenter
1 4 (4.82%) Systems Management Server (SMS)
2 1 (1.20%) Terraform
Vendors
1 20 (24.10%) Microsoft
2 4 (4.82%) Adobe
2 4 (4.82%) Bomgar
2 4 (4.82%) HP
2 4 (4.82%) MobileIron
2 4 (4.82%) Peregrine
2 4 (4.82%) Remedy
2 4 (4.82%) ServiceNow
3 2 (2.41%) Google
3 2 (2.41%) Hortonworks
3 2 (2.41%) TOWER Software
4 1 (1.20%) Cloudera
4 1 (1.20%) MapR