Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Statistics
South East > Oxfordshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 129 160 160
Rank change year-on-year +31 0 -14
Permanent jobs citing Statistics 39 16 28
As % of all permanent IT jobs advertised in Oxfordshire 1.32% 0.55% 0.83%
As % of the Processes & Methodologies category 1.49% 0.62% 0.96%
Number of salaries quoted 37 13 24
Oxfordshire median annual salary £55,000 £40,000 £35,000
Median salary % change year-on-year +37.50% +14.29% -30.00%
10th Percentile £37,000 £32,500 £32,500
90th Percentile £72,500 £50,500 £73,750
South East median annual salary £45,000 £40,000 £42,500
% change year-on-year +12.50% -5.88% +3.03%

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 Oxfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Oxfordshire
Permanent vacancies with a requirement for process or methodology skills 2611 2600 2926
As % of all permanent IT jobs advertised in Oxfordshire 88.27% 88.62% 87.08%
Number of salaries quoted 2159 2081 2371
Oxfordshire median annual salary £45,000 £45,000 £43,500
Median salary % change year-on-year - +3.45% +6.36%
10th Percentile £29,000 £27,500 £26,250
90th Percentile £72,500 £66,250 £63,750
South East median annual salary £45,000 £45,000 £45,000

Statistics
Job Vacancy Trend in Oxfordshire

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

Job vacancy trend for Statistics in Oxfordshire

Statistics
Salary Trend in Oxfordshire

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

Salary trend for Statistics in Oxfordshire

Statistics
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Statistics in Oxfordshire over the 6 months to 18 November 2017.

Salary histogram for Statistics in Oxfordshire

Statistics
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the Oxfordshire region over the 6 months to 18 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oxford +25 29 £70,000 +75.00% 4
Abingdon - 2 £27,000 - 1
Banbury - 2 £21,000 - 1
Henley-on-Thames - 2 - -
Kidlington - 2 £55,000 -
Statistics
South East

For the 6 months to 18 November 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 Oxfordshire region with a requirement for Statistics.

1 29 (74.36%) Python
2 27 (69.23%) Machine Learning
3 26 (66.67%) Mathematics
4 25 (64.10%) Algorithms
5 24 (61.54%) R
6 23 (58.97%) PhD
6 23 (58.97%) SQL
7 22 (56.41%) Big Data
8 21 (53.85%) Computer Science
9 19 (48.72%) Physics
9 19 (48.72%) Bayesian Methods
9 19 (48.72%) MATLAB
10 18 (46.15%) Neural Network
10 18 (46.15%) Economics
10 18 (46.15%) Deep Learning
11 17 (43.59%) Julia
12 16 (41.03%) Probabilistic Modelling
13 15 (38.46%) Natural Language Processing
13 15 (38.46%) TensorFlow
13 15 (38.46%) Agile Software Development
14 8 (20.51%) Degree
15 7 (17.95%) SaaS
16 6 (15.38%) Configuration Management
16 6 (15.38%) Network Security
16 6 (15.38%) OWASP
16 6 (15.38%) Analytics
16 6 (15.38%) Change Control
16 6 (15.38%) Firewall
16 6 (15.38%) C++
16 6 (15.38%) Unix

Statistics
Co-occurring IT Skills in Oxfordshire 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 2 (5.13%) nginx
1 2 (5.13%) SAS
Applications
1 2 (5.13%) Microsoft Office
2 1 (2.56%) GNU Octave
2 1 (2.56%) Mathematica
2 1 (2.56%) Microsoft Excel
Cloud Services
1 7 (17.95%) SaaS
2 1 (2.56%) GitHub
Communications & Networking
1 6 (15.38%) Firewall
1 6 (15.38%) Network Security
2 3 (7.69%) Internet
3 2 (5.13%) BGP
3 2 (5.13%) Cisco IOS
3 2 (5.13%) IPsec
3 2 (5.13%) Junos
3 2 (5.13%) LDAP
3 2 (5.13%) OpenVPN
3 2 (5.13%) OSPF
3 2 (5.13%) SSH
3 2 (5.13%) SSL
3 2 (5.13%) VLAN
4 1 (2.56%) HTTP
Database & Business Intelligence
1 22 (56.41%) Big Data
2 5 (12.82%) Hadoop
3 3 (7.69%) Apache Cassandra
3 3 (7.69%) MongoDB
3 3 (7.69%) SQL Server
4 2 (5.13%) Amazon DynamoDB
4 2 (5.13%) HBase
4 2 (5.13%) NoSQL
4 2 (5.13%) PostgreSQL
4 2 (5.13%) Power BI
4 2 (5.13%) SQL Server 2008
4 2 (5.13%) SQL Server 2012
5 1 (2.56%) Apache Accumulo
5 1 (2.56%) Data Mining
Development Applications
1 1 (2.56%) CruiseControl
1 1 (2.56%) Git (software)
1 1 (2.56%) JIRA
1 1 (2.56%) NUnit
General
1 2 (5.13%) Finance
2 1 (2.56%) Banking
2 1 (2.56%) Games
2 1 (2.56%) Marketing
2 1 (2.56%) Retail
2 1 (2.56%) Telecoms
Job Titles
1 16 (41.03%) Machine Learning Researcher
2 11 (28.21%) Data Scientist
3 6 (15.38%) Network Engineer
3 6 (15.38%) Network Security Engineer
3 6 (15.38%) Security Engineer
4 3 (7.69%) Machine Learning Scientist
5 2 (5.13%) Hyper-V Engineer
5 2 (5.13%) Junior
5 2 (5.13%) Junior Technical Engineer
5 2 (5.13%) Junior Technical Support
5 2 (5.13%) Junior Technical Support Engineer
5 2 (5.13%) Juniper Engineer
5 2 (5.13%) Microsoft Engineer
5 2 (5.13%) Senior Data Scientist
5 2 (5.13%) Support Engineer
5 2 (5.13%) Technical Engineer
5 2 (5.13%) Technical Support
5 2 (5.13%) Technical Support Engineer
5 2 (5.13%) Unix Engineer
5 2 (5.13%) Unix Security Engineer
Libraries, Frameworks & Software Standards
1 15 (38.46%) Natural Language Processing
1 15 (38.46%) TensorFlow
2 2 (5.13%) Pandas
2 2 (5.13%) SAML
3 1 (2.56%) .NET
3 1 (2.56%) scikit-learn
3 1 (2.56%) Seaborn
3 1 (2.56%) Theano
3 1 (2.56%) Torch
3 1 (2.56%) Web Services
Miscellaneous
1 25 (64.10%) Algorithms
2 21 (53.85%) Computer Science
3 2 (5.13%) NHS
4 1 (2.56%) Client/Server
4 1 (2.56%) Online Gambling
4 1 (2.56%) Robotics
4 1 (2.56%) Smart City
Operating Systems
1 6 (15.38%) Unix
2 2 (5.13%) CentOS
2 2 (5.13%) Linux
2 2 (5.13%) Windows
2 2 (5.13%) Windows 10
2 2 (5.13%) Windows 7
2 2 (5.13%) Windows 8
2 2 (5.13%) Windows Server
Processes & Methodologies
1 27 (69.23%) Machine Learning
2 26 (66.67%) Mathematics
3 19 (48.72%) Bayesian Methods
3 19 (48.72%) Physics
4 18 (46.15%) Deep Learning
4 18 (46.15%) Economics
4 18 (46.15%) Neural Network
5 16 (41.03%) Probabilistic Modelling
6 15 (38.46%) Agile Software Development
7 6 (15.38%) Analytics
7 6 (15.38%) Change Control
7 6 (15.38%) Configuration Management
7 6 (15.38%) OWASP
8 4 (10.26%) Open Source
9 3 (7.69%) Data Visualisation
9 3 (7.69%) MapReduce
9 3 (7.69%) Statistical Modelling
9 3 (7.69%) Time Management
9 3 (7.69%) Visualisation
10 2 (5.13%) Computer Vision
Programming Languages
1 29 (74.36%) Python
2 24 (61.54%) R
3 23 (58.97%) SQL
4 19 (48.72%) MATLAB
5 17 (43.59%) Julia
6 6 (15.38%) C++
7 5 (12.82%) Java
8 4 (10.26%) C
9 2 (5.13%) Scala
10 1 (2.56%) JavaScript
10 1 (2.56%) Perl
10 1 (2.56%) PowerShell
10 1 (2.56%) T-SQL
10 1 (2.56%) VB
10 1 (2.56%) VBA
Qualifications
1 23 (58.97%) PhD
2 8 (20.51%) Degree
3 6 (15.38%) CCNP
3 6 (15.38%) Cisco Certification
4 2 (5.13%) Master's Degree
4 2 (5.13%) Numerate Degree
System Software
1 2 (5.13%) Hyper-V
Vendors
1 6 (15.38%) Cisco
1 6 (15.38%) Juniper
2 2 (5.13%) Microsoft
2 2 (5.13%) Tableau