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

Statistics
East of England > Cambridgeshire
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 69 118 101
Rank change year-on-year +49 -17  
Permanent jobs citing Statistics 72 12 34
As % of all permanent IT jobs advertised in Cambridgeshire 3.74% 0.64% 1.56%
As % of the Processes & Methodologies category 4.24% 0.72% 1.83%
Number of salaries quoted 45 10 33
Cambridgeshire median annual salary £65,000 £42,500 £45,000
Median salary % change year-on-year +52.94% -5.55%  
10th Percentile £28,750 £34,925 £35,250
90th Percentile £105,000 £57,200 £57,250
East of England median annual salary £47,500 £40,000 £43,000
% change year-on-year +18.75% -6.97%  

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 1699 1657 1857
As % of all permanent IT job vacancies advertised in Cambridgeshire 88.35% 88.80% 85.11%
Number of salaries quoted 6013 5044 6008
Cambridgeshire median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% -  
10th Percentile £30,000 £30,000 £27,500
90th Percentile £72,500 £61,250 £65,000
East of England median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.55%  

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 3 months to 29 June 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 29 June 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 +38 68 £70,000 +75.00% 7
Statistics
East of England

For the 6 months to 29 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 Cambridgeshire region with a requirement for Statistics.

1 78 (83.87%) Mathematics
2 67 (72.04%) Computer Science
3 62 (66.67%) Python
4 54 (58.06%) Software Engineering
4 54 (58.06%) Machine Learning
5 52 (55.91%) Physics
6 40 (43.01%) PhD
6 40 (43.01%) Bayesian Methods
7 38 (40.86%) MATLAB
8 33 (35.48%) SQL
9 29 (31.18%) C++
10 26 (27.96%) C#
11 24 (25.81%) Analytics
12 23 (24.73%) Julia
12 23 (24.73%) Economics
12 23 (24.73%) Artificial Intelligence
13 22 (23.66%) R
14 21 (22.58%) Algorithms
15 20 (21.51%) Deep Learning
15 20 (21.51%) Neural Network
15 20 (21.51%) Java
16 19 (20.43%) Probabilistic Modelling
17 17 (18.28%) Analytical Skills
18 15 (16.13%) Signal Processing
18 15 (16.13%) Project Management
18 15 (16.13%) Finance
19 14 (15.05%) Microsoft
19 14 (15.05%) SDLC
20 13 (13.98%) Natural Language Processing
20 13 (13.98%) Speech Recognition

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 5 (5.38%) Apache Spark
2 3 (3.23%) Elasticsearch
2 3 (3.23%) Jupyter
2 3 (3.23%) SAS
3 1 (1.08%) Blackberry Enterprise Server
3 1 (1.08%) DNN
3 1 (1.08%) MS Exchange
3 1 (1.08%) WordPress
Applications
1 4 (4.30%) Microsoft Excel
2 3 (3.23%) Microsoft Office
3 1 (1.08%) Microsoft PowerPoint
Business Applications
1 1 (1.08%) Magento
Cloud Services
1 3 (3.23%) Microsoft Azure
2 1 (1.08%) Office 365
Communications & Networking
1 1 (1.08%) Firewall
1 1 (1.08%) SAN
1 1 (1.08%) SMS
Database & Business Intelligence
1 11 (11.83%) Big Data
1 11 (11.83%) MySQL
1 11 (11.83%) Relational Database
2 8 (8.60%) Geospatial Data
2 8 (8.60%) GIS
3 3 (3.23%) Apache Cassandra
3 3 (3.23%) BusinessObjects
3 3 (3.23%) Oracle BI EE
4 2 (2.15%) Data Mining
4 2 (2.15%) Lumira
4 2 (2.15%) Spotfire
4 2 (2.15%) SQL Server
Development Applications
1 11 (11.83%) NUnit
2 8 (8.60%) Team Foundation Server
3 3 (3.23%) Git (software)
4 2 (2.15%) Oracle APEX
4 2 (2.15%) Visual Studio
5 1 (1.08%) JIRA
General
1 15 (16.13%) Finance
2 5 (5.38%) Pharmaceutical
3 1 (1.08%) Games
3 1 (1.08%) Retail
Job Titles
1 32 (34.41%) Graduate
2 20 (21.51%) Analyst
3 19 (20.43%) Developer
4 15 (16.13%) Graduate Analyst
4 15 (16.13%) Graduate Software Analyst
4 15 (16.13%) Software Analyst
5 13 (13.98%) Machine Learning Researcher
6 10 (10.75%) Data Scientist
6 10 (10.75%) Software Developer
7 8 (8.60%) Analytics Developer
7 8 (8.60%) Developer in Test
7 8 (8.60%) Report Developer
8 5 (5.38%) Data Analyst
8 5 (5.38%) Project Manager
8 5 (5.38%) Research Engineer
8 5 (5.38%) Software Engineer
8 5 (5.38%) Software Test Engineer
8 5 (5.38%) Test Engineer
9 4 (4.30%) Machine Learning Engineer
9 4 (4.30%) Research Manager
Libraries, Frameworks & Software Standards
1 13 (13.98%) Natural Language Processing
2 10 (10.75%) WPF
3 8 (8.60%) Google Maps API
4 7 (7.53%) TensorFlow
5 3 (3.23%) .NET
5 3 (3.23%) Kafka
5 3 (3.23%) XML
6 2 (2.15%) Theano
6 2 (2.15%) Velocity
6 2 (2.15%) WCF
6 2 (2.15%) WinForms
7 1 (1.08%) ASP.NET
7 1 (1.08%) ASP.NET MVC
7 1 (1.08%) Flash
7 1 (1.08%) Torch
Miscellaneous
1 67 (72.04%) Computer Science
2 21 (22.58%) Algorithms
3 17 (18.28%) Analytical Skills
4 12 (12.90%) Augmented Reality
5 8 (8.60%) Management Information System
6 3 (3.23%) Life Science
7 1 (1.08%) Blackberry
7 1 (1.08%) Data Centre
Operating Systems
1 4 (4.30%) Linux
2 3 (3.23%) Unix
3 2 (2.15%) Windows
4 1 (1.08%) Windows Server 2008
4 1 (1.08%) Windows Server 2012
Processes & Methodologies
1 78 (83.87%) Mathematics
2 54 (58.06%) Machine Learning
2 54 (58.06%) Software Engineering
3 52 (55.91%) Physics
4 40 (43.01%) Bayesian Methods
5 24 (25.81%) Analytics
6 23 (24.73%) Artificial Intelligence
6 23 (24.73%) Economics
7 20 (21.51%) Deep Learning
7 20 (21.51%) Neural Network
8 19 (20.43%) Probabilistic Modelling
9 15 (16.13%) Project Management
9 15 (16.13%) Signal Processing
10 14 (15.05%) SDLC
11 13 (13.98%) Speech Recognition
12 12 (12.90%) Computational Linguistics
12 12 (12.90%) Data Analysis
12 12 (12.90%) Financial Modelling
13 11 (11.83%) OO
13 11 (11.83%) Validation
Programming Languages
1 62 (66.67%) Python
2 38 (40.86%) MATLAB
3 33 (35.48%) SQL
4 29 (31.18%) C++
5 26 (27.96%) C#
6 23 (24.73%) Julia
7 22 (23.66%) R
8 20 (21.51%) Java
9 5 (5.38%) JavaScript
10 3 (3.23%) VBA
11 2 (2.15%) PL/SQL
12 1 (1.08%) Perl
12 1 (1.08%) Ruby
Qualifications
1 40 (43.01%) PhD
2 9 (9.68%) Degree
3 1 (1.08%) ISEB
3 1 (1.08%) MCP
3 1 (1.08%) MCSE
3 1 (1.08%) Microsoft Certification
3 1 (1.08%) Numerate Degree
Quality Assurance & Compliance
1 3 (3.23%) Data Quality
1 3 (3.23%) GCP
1 3 (3.23%) GLP
1 3 (3.23%) GMP
1 3 (3.23%) GxP
2 2 (2.15%) SLA
System Software
1 1 (1.08%) Hyper-V
1 1 (1.08%) VMware Infrastructure
Systems Management
1 1 (1.08%) Backup Exec
Vendors
1 14 (15.05%) Microsoft
2 8 (8.60%) Google
3 5 (5.38%) TOWER Software
4 2 (2.15%) Citrix
4 2 (2.15%) Oracle
5 1 (1.08%) Cadence
5 1 (1.08%) Cisco
5 1 (1.08%) Lattice Semiconductor
5 1 (1.08%) Tableau
5 1 (1.08%) Veeam
5 1 (1.08%) VMware
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