The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 22 June 2017 with a comparison to the same period in the previous 2 years.

Statistics
England / East of England
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 166 229 220
Rank change year-on-year +63 -9  
Permanent jobs citing Statistics 99 33 79
As % of all permanent IT jobs advertised in the East of England 1.60% 0.48% 0.97%
As % of the Processes & Methodologies category 1.81% 0.55% 1.12%
Number of salaries quoted 64 22 70
Median salary £51,250 £40,000 £43,000
Median salary % change year-on-year +28.12% -6.97%  
90% offered a salary of more than £31,100 £25,500 £31,000
10% offered a salary of more than £95,500 £52,500 £56,000
UK excluding London median salary £42,000 £37,500 £40,000
% change year-on-year +12.00% -6.25%  

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 the East of England with a requirement for process and methodology skills.

Process & Methodology Skills
East of England
Permanent job vacancies with a requirement for process and methodology skills 5456 6012 7057
As % of all permanent IT job vacancies advertised in the East of England 88.21% 87.75% 86.25%
Number of salaries quoted 4394 5035 5794
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £70,000 £65,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Statistics
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England 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 the East of England

Statistics
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistics in the East of England.

Salary trend for Statistics in the East of England

Statistics
Salary Histogram in the East of England

The salary distribution of IT jobs citing Statistics in the East of England over the 3 months to 22 June 2017.

Salary histogram for Statistics in the East of England

Statistics
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the East of England region over the 3 months to 22 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
Cambridgeshire +36 65 £67,500 +50.00% 14
Hertfordshire -8 11 £47,500 +31.03% 2
Bedfordshire - 11 £35,750 - 3
Essex +4 7 £52,000 +11.82% 1
Suffolk - 4 £52,500 -
Norfolk - 1 £42,500 -
Statistics
England

For the 6 months to 22 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 East of England region with a requirement for Statistics.

1 101 (68.71%) Mathematics
2 74 (50.34%) Computer Science
3 70 (47.62%) Python
4 65 (44.22%) Machine Learning
5 61 (41.50%) SQL
6 50 (34.01%) Physics
6 50 (34.01%) Software Engineering
7 46 (31.29%) Analytics
8 42 (28.57%) PhD
9 39 (26.53%) MATLAB
10 37 (25.17%) Degree
10 37 (25.17%) Analytical Skills
11 36 (24.49%) Bayesian Methods
12 33 (22.45%) R
13 28 (19.05%) C++
14 27 (18.37%) C#
14 27 (18.37%) Economics
15 26 (17.69%) Finance
16 24 (16.33%) Microsoft
16 24 (16.33%) Algorithms
17 22 (14.97%) Artificial Intelligence
18 21 (14.29%) Neural Network
18 21 (14.29%) Julia
18 21 (14.29%) Big Data
19 19 (12.93%) Java
19 19 (12.93%) Deep Learning
20 18 (12.24%) Probabilistic Modelling
21 16 (10.88%) SQL Server
21 16 (10.88%) Project Management
21 16 (10.88%) Data Analysis

Statistics
Co-occurring IT Skills in the East of England 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 15 (10.20%) SAS
2 10 (6.80%) Apache Spark
3 3 (2.04%) Elasticsearch
3 3 (2.04%) Jupyter
4 1 (0.68%) Blackberry Enterprise Server
4 1 (0.68%) DNN
4 1 (0.68%) MS Exchange
4 1 (0.68%) OpenStack
4 1 (0.68%) WordPress
Applications
1 9 (6.12%) Microsoft Excel
2 4 (2.72%) Microsoft Office
3 3 (2.04%) Spreadsheet
3 3 (2.04%) SPSS
4 1 (0.68%) Microsoft PowerPoint
Business Applications
1 1 (0.68%) Magento
Cloud Services
1 10 (6.80%) Amazon AWS
2 3 (2.04%) Microsoft Azure
3 2 (1.36%) AdWords
3 2 (1.36%) Google Analytics
4 1 (0.68%) Amazon S3
4 1 (0.68%) Office 365
Communications & Networking
1 4 (2.72%) Firewall
2 3 (2.04%) Cisco ASA
2 3 (2.04%) Cisco IOS
2 3 (2.04%) Cisco Nexus
2 3 (2.04%) DHCP
2 3 (2.04%) DNS
2 3 (2.04%) LAN
2 3 (2.04%) MRTG
2 3 (2.04%) VoIP
2 3 (2.04%) WAN
3 2 (1.36%) FTP
4 1 (0.68%) SAN
4 1 (0.68%) TCP/IP
Database & Business Intelligence
1 21 (14.29%) Big Data
2 16 (10.88%) SQL Server
3 13 (8.84%) Relational Database
4 11 (7.48%) MySQL
5 10 (6.80%) GIS
6 8 (5.44%) SQL Server Reporting Services
7 7 (4.76%) Geospatial Data
7 7 (4.76%) Hadoop
8 6 (4.08%) BusinessObjects
9 5 (3.40%) Spotfire
9 5 (3.40%) SQL Server 2008
10 4 (2.72%) Apache Cassandra
10 4 (2.72%) Apache Hive
10 4 (2.72%) BusinessObjects Business Intelligence
10 4 (2.72%) Impala
10 4 (2.72%) SQL Server 2016
11 3 (2.04%) Microsoft Power View
11 3 (2.04%) Oracle BI EE
11 3 (2.04%) Power BI
11 3 (2.04%) PowerPivot
Development Applications
1 11 (7.48%) NUnit
2 8 (5.44%) Team Foundation Server
3 3 (2.04%) Visual Studio
4 2 (1.36%) Git (software)
4 2 (1.36%) Oracle APEX
General
1 26 (17.69%) Finance
2 8 (5.44%) Retail
3 5 (3.40%) Marketing
4 4 (2.72%) Advertising
4 4 (2.72%) Pharmaceutical
5 3 (2.04%) Automotive
6 2 (1.36%) Games
6 2 (1.36%) Legal
7 1 (0.68%) Banking
7 1 (0.68%) Law
Job Titles
1 43 (29.25%) Analyst
2 29 (19.73%) Graduate
3 20 (13.61%) Developer
4 14 (9.52%) Graduate Analyst
4 14 (9.52%) Graduate Software Analyst
4 14 (9.52%) Software Analyst
5 13 (8.84%) Consultant
5 13 (8.84%) Machine Learning Researcher
6 12 (8.16%) Data Analyst
6 12 (8.16%) Data Scientist
7 11 (7.48%) Software Developer
8 10 (6.80%) Analytics Consultant
8 10 (6.80%) Data Analytics Consultant
8 10 (6.80%) Data Consultant
9 8 (5.44%) Business Intelligence Analyst
9 8 (5.44%) Developer in Test
10 7 (4.76%) Analytics Developer
10 7 (4.76%) Report Developer
11 6 (4.08%) DBA
11 6 (4.08%) SQL DBA
Libraries, Frameworks & Software Standards
1 13 (8.84%) Natural Language Processing
2 10 (6.80%) WPF
3 8 (5.44%) Web Services
4 7 (4.76%) Google Maps API
4 7 (4.76%) TensorFlow
5 5 (3.40%) .NET
6 4 (2.72%) JSON
7 3 (2.04%) ASP.NET
7 3 (2.04%) Kafka
8 2 (1.36%) ASP.NET MVC
8 2 (1.36%) Theano
8 2 (1.36%) Velocity
8 2 (1.36%) WCF
8 2 (1.36%) WinForms
8 2 (1.36%) XML
9 1 (0.68%) .NET Framework
9 1 (0.68%) HTML
9 1 (0.68%) jQuery
9 1 (0.68%) LINQ
9 1 (0.68%) POSIX
Miscellaneous
1 74 (50.34%) Computer Science
2 37 (25.17%) Analytical Skills
3 24 (16.33%) Algorithms
4 15 (10.20%) Foreign Exchange (FX)
5 12 (8.16%) Augmented Reality
6 10 (6.80%) Management Information System
7 6 (4.08%) FMCG
8 3 (2.04%) Enterprise Software
8 3 (2.04%) Life Science
8 3 (2.04%) Virtual Team
9 2 (1.36%) Data Centre
9 2 (1.36%) Replication
10 1 (0.68%) Blackberry
10 1 (0.68%) Digital TV
10 1 (0.68%) e-Health
10 1 (0.68%) Grid Computing
10 1 (0.68%) Mobile App
Operating Systems
1 5 (3.40%) Linux
2 3 (2.04%) Unix
3 2 (1.36%) Windows
3 2 (1.36%) Windows Server 2012
4 1 (0.68%) Windows Server
4 1 (0.68%) Windows Server 2008
Processes & Methodologies
1 101 (68.71%) Mathematics
2 65 (44.22%) Machine Learning
3 50 (34.01%) Physics
3 50 (34.01%) Software Engineering
4 46 (31.29%) Analytics
5 36 (24.49%) Bayesian Methods
6 27 (18.37%) Economics
7 22 (14.97%) Artificial Intelligence
8 21 (14.29%) Neural Network
9 19 (12.93%) Deep Learning
10 18 (12.24%) Probabilistic Modelling
11 16 (10.88%) Agile Software Development
11 16 (10.88%) Data Analysis
11 16 (10.88%) Project Management
12 15 (10.20%) Signal Processing
13 14 (9.52%) Financial Modelling
13 14 (9.52%) SDLC
14 13 (8.84%) Speech Recognition
15 12 (8.16%) Data Management
15 12 (8.16%) Validation
Programming Languages
1 70 (47.62%) Python
2 61 (41.50%) SQL
3 39 (26.53%) MATLAB
4 33 (22.45%) R
5 28 (19.05%) C++
6 27 (18.37%) C#
7 21 (14.29%) Julia
8 19 (12.93%) Java
9 8 (5.44%) JavaScript
10 7 (4.76%) VBA
11 4 (2.72%) T-SQL
12 2 (1.36%) C
12 2 (1.36%) Perl
12 2 (1.36%) PL/SQL
12 2 (1.36%) Ruby
13 1 (0.68%) Go
13 1 (0.68%) Haskell
13 1 (0.68%) PowerShell
13 1 (0.68%) Scala
13 1 (0.68%) VB.NET
Qualifications
1 42 (28.57%) PhD
2 37 (25.17%) Degree
3 8 (5.44%) Numerate Degree
4 5 (3.40%) Computer Science Degree
5 3 (2.04%) CCNA
5 3 (2.04%) Cisco Certification
5 3 (2.04%) ISEB
5 3 (2.04%) Network+ Certification
6 2 (1.36%) ITIL Certification
6 2 (1.36%) Microsoft Certification
6 2 (1.36%) SC Cleared
6 2 (1.36%) Security Cleared
7 1 (0.68%) CISSP
7 1 (0.68%) GSEC
7 1 (0.68%) MCITP
7 1 (0.68%) MCP
7 1 (0.68%) MCSE
Quality Assurance & Compliance
1 7 (4.76%) Data Quality
2 6 (4.08%) SLA
3 3 (2.04%) QA
4 2 (1.36%) GCP
4 2 (1.36%) GLP
4 2 (1.36%) GMP
4 2 (1.36%) GxP
System Software
1 4 (2.72%) Apache Flume
2 2 (1.36%) Active Directory
3 1 (0.68%) Docker
3 1 (0.68%) Hyper-V
3 1 (0.68%) KVM
3 1 (0.68%) LXC
3 1 (0.68%) Slurm Workload Manager
3 1 (0.68%) VMware Infrastructure
3 1 (0.68%) Xen
Systems Management
1 3 (2.04%) Cacti
1 3 (2.04%) SmokePing
2 1 (0.68%) Backup Exec
2 1 (0.68%) Mesos
Vendors
1 24 (16.33%) Microsoft
2 12 (8.16%) Tableau
3 9 (6.12%) Google
4 7 (4.76%) TOWER Software
5 6 (4.08%) Cisco
6 5 (3.40%) Oracle
6 5 (3.40%) SAP
7 3 (2.04%) Alteryx
7 3 (2.04%) Cadence
7 3 (2.04%) CheckPoint
7 3 (2.04%) Meraki
7 3 (2.04%) Polycom
8 2 (1.36%) Avaya
8 2 (1.36%) Citrix
8 2 (1.36%) Facebook
8 2 (1.36%) Kenshoo
8 2 (1.36%) Marin
9 1 (0.68%) IBM
9 1 (0.68%) Pegasus
9 1 (0.68%) VMware
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