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 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Statistics
East of England / Cambridgeshire
Rank 105 123 90
Rank change year-on-year +18 -33  
Permanent jobs citing Statistics 18 15 38
As % of all permanent IT jobs advertised in Cambridgeshire 1.05% 0.69% 1.85%
As % of the Processes & Methodologies category 1.18% 0.78% 2.18%
Number of salaries quoted 15 12 29
Median salary £50,000 £51,250 £52,500
Median salary % change year-on-year -2.43% -2.38%  
90% offered a salary of more than £30,000 £26,500 £21,500
10% offered a salary of more than £58,500 £52,500 £90,000
UK excluding London median salary £40,000 £45,000 £40,000
% change year-on-year -11.11% +12.49%  

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 Cambridgeshire with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridgeshire
Permanent job vacancies with a requirement for process and methodology skills 1521 1913 1741
As % of all permanent IT job vacancies advertised in Cambridgeshire 88.38% 88.56% 84.68%
Number of salaries quoted 1172 1482 1431
Median salary £46,614 £44,500 £45,000
Median salary % change year-on-year +4.75% -1.11%  
90% offered a salary of more than £30,000 £31,000 £30,000
10% offered a salary of more than £70,000 £65,000 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Statistics
Job Vacancy Trend in Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire 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 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 3 months to 24 March 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 3 months to 24 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +14 16 £52,500 - 6
Peterborough -4 2 £30,500 -18.12% 1
Statistics
East of England

Statistics
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 24 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 Cambridgeshire region with a requirement for Statistics.

1 27 (75.00%) Mathematics
2 23 (63.89%) Software Engineering
3 21 (58.33%) Python
4 16 (44.44%) SQL
4 16 (44.44%) Analytics
5 14 (38.89%) Machine Learning
6 12 (33.33%) C#
6 12 (33.33%) Algorithms
7 11 (30.56%) XML
7 11 (30.56%) Finance
7 11 (30.56%) Degree
8 10 (27.78%) Spotfire
8 10 (27.78%) Oracle BI EE
8 10 (27.78%) Microsoft
8 10 (27.78%) BusinessObjects
8 10 (27.78%) Unix
8 10 (27.78%) JavaScript
8 10 (27.78%) Business Intelligence
8 10 (27.78%) Data Modelling
8 10 (27.78%) ETL
8 10 (27.78%) Lumira
9 9 (25.00%) PL/SQL
9 9 (25.00%) VBA
9 9 (25.00%) Oracle
9 9 (25.00%) Pharmaceutical
9 9 (25.00%) Oracle APEX
9 9 (25.00%) Physics
10 8 (22.22%) Data Analysis
10 8 (22.22%) R
10 8 (22.22%) C++

Statistics
Top Related 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 (19.44%) Apache Spark
2 5 (13.89%) SAS
3 2 (5.56%) Elasticsearch
3 2 (5.56%) Jupyter
4 1 (2.78%) Blackberry Enterprise Server
4 1 (2.78%) MS Exchange
4 1 (2.78%) WordPress
Applications
1 5 (13.89%) MS Excel
2 2 (5.56%) MS Office
Business Applications
1 3 (8.33%) Oracle BPM
2 1 (2.78%) Magento
2 1 (2.78%) SAP CO
2 1 (2.78%) SAP FI
2 1 (2.78%) SAP FI/CO
Cloud Services
1 1 (2.78%) Microsoft Azure
1 1 (2.78%) Office 365
Communications & Networking
1 2 (5.56%) HTTP
2 1 (2.78%) Firewall
2 1 (2.78%) SAN
Database & Business Intelligence
1 10 (27.78%) BusinessObjects
1 10 (27.78%) Lumira
1 10 (27.78%) Oracle BI EE
1 10 (27.78%) Spotfire
2 7 (19.44%) Big Data
3 3 (8.33%) Data Warehouse
3 3 (8.33%) MySQL
3 3 (8.33%) SAP BW
4 2 (5.56%) Apache Cassandra
4 2 (5.56%) Data Lake
5 1 (2.78%) Geospatial Data
5 1 (2.78%) GIS
5 1 (2.78%) Relational Database
Development Applications
1 9 (25.00%) Oracle APEX
2 5 (13.89%) NUnit
2 5 (13.89%) Team Foundation Server
3 2 (5.56%) JIRA
3 2 (5.56%) Subversion
General
1 11 (30.56%) Finance
2 9 (25.00%) Pharmaceutical
Job Titles
1 11 (30.56%) Analyst
2 10 (27.78%) Data Scientist
3 7 (19.44%) Graduate
3 7 (19.44%) Graduate Analyst
4 6 (16.67%) Developer
5 5 (13.89%) Developer in Test
5 5 (13.89%) Graduate Software Analyst
5 5 (13.89%) Software Analyst
5 5 (13.89%) Software Developer
5 5 (13.89%) Software Test Engineer
5 5 (13.89%) Test Engineer
6 4 (11.11%) Business Intelligence Analyst
7 3 (8.33%) Data Analyst
8 2 (5.56%) Data Manager
8 2 (5.56%) Development Engineer
8 2 (5.56%) DevOps Engineer
8 2 (5.56%) Excel Analyst
8 2 (5.56%) Graduate Data Analyst
8 2 (5.56%) Software Engineer
9 1 (2.78%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 11 (30.56%) XML
2 6 (16.67%) WPF
3 4 (11.11%) scikit-learn
4 2 (5.56%) Apache Flex
4 2 (5.56%) D3.js
4 2 (5.56%) J2SE
4 2 (5.56%) JSON
4 2 (5.56%) Kafka
5 1 (2.78%) .NET
5 1 (2.78%) Google Maps API
5 1 (2.78%) TensorFlow
5 1 (2.78%) Theano
5 1 (2.78%) Web Services
5 1 (2.78%) WinForms
Miscellaneous
1 12 (33.33%) Algorithms
2 7 (19.44%) Computer Science
3 6 (16.67%) Analytical Skills
4 2 (5.56%) iPad
4 2 (5.56%) iPhone
4 2 (5.56%) Mobile App
5 1 (2.78%) 3D Graphics
5 1 (2.78%) Blackberry
5 1 (2.78%) Management Information System
Operating Systems
1 10 (27.78%) Unix
2 4 (11.11%) Linux
3 3 (8.33%) Windows
4 2 (5.56%) Android
5 1 (2.78%) Windows Server 2008
5 1 (2.78%) Windows Server 2012
Processes & Methodologies
1 27 (75.00%) Mathematics
2 23 (63.89%) Software Engineering
3 16 (44.44%) Analytics
4 14 (38.89%) Machine Learning
5 10 (27.78%) Business Intelligence
5 10 (27.78%) Data Modelling
5 10 (27.78%) ETL
6 9 (25.00%) Physics
7 8 (22.22%) Data Analysis
8 7 (19.44%) Project Management
9 6 (16.67%) Bayesian Methods
9 6 (16.67%) Business Analysis
10 5 (13.89%) Agile Software Development
10 5 (13.89%) Capital Modelling
10 5 (13.89%) Data Analytics
10 5 (13.89%) Exploratory Testing
10 5 (13.89%) Financial Modelling
10 5 (13.89%) MVVM
10 5 (13.89%) Test Strategy
10 5 (13.89%) User Stories
Programming Languages
1 21 (58.33%) Python
2 16 (44.44%) SQL
3 12 (33.33%) C#
4 10 (27.78%) JavaScript
5 9 (25.00%) PL/SQL
5 9 (25.00%) VBA
6 8 (22.22%) C++
6 8 (22.22%) R
7 7 (19.44%) Java
8 5 (13.89%) MATLAB
9 2 (5.56%) C
Qualifications
1 11 (30.56%) Degree
2 3 (8.33%) PhD
3 1 (2.78%) MCP
3 1 (2.78%) MCSE
3 1 (2.78%) Microsoft Certification
Quality Assurance & Compliance
1 2 (5.56%) Data Quality
1 2 (5.56%) GCP
1 2 (5.56%) GLP
2 1 (2.78%) SLA
System Software
1 2 (5.56%) Docker
2 1 (2.78%) Hyper-V
2 1 (2.78%) VMware Infrastructure
Systems Management
1 1 (2.78%) Backup Exec
Vendors
1 10 (27.78%) Microsoft
2 9 (25.00%) Oracle
3 5 (13.89%) TOWER Software
4 4 (11.11%) SAP
5 3 (8.33%) Cognos
5 3 (8.33%) Hyperion
5 3 (8.33%) Tableau
6 2 (5.56%) Citrix
6 2 (5.56%) MicroStrategy
7 1 (2.78%) Cisco
7 1 (2.78%) Google
7 1 (2.78%) Veeam
7 1 (2.78%) VMware
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45,000 DoE
Posted: 23 hours ago
Peterborough, Cambridgeshire
comparethemarket.com
Salary: Competitive + Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Empiric.com
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
ECM Selection
Salary: to £highly competitive + benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits + bonus
Posted: 21 days ago