Period
to 18 October 2017

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Statistical Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistical Analysis over the 6 months to 18 October 2017 with a comparison to the same period in the previous 2 years.

Statistical Analysis
England > South East
6 months to
18 Oct 2017
Same period 2016 Same period 2015
Rank 455 550 595
Rank change year-on-year +95 +45 -7
Permanent jobs citing Statistical Analysis 83 51 51
As % of all permanent IT jobs advertised in the South East 0.29% 0.14% 0.12%
As % of the Processes & Methodologies category 0.33% 0.16% 0.14%
Number of salaries quoted 71 47 40
South East median annual salary £40,000 £40,000 £45,000
Median salary % change year-on-year - -11.11% +5.88%
10th Percentile £26,000 £29,000 £19,880
90th Percentile £60,000 £58,750 £53,875
England median annual salary £47,500 £50,000 £50,000
% change year-on-year -5.00% - +11.11%

Statistical Analysis 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 the South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 25242 31043 36477
As % of all permanent IT jobs advertised in the South East 87.22% 87.29% 86.65%
Number of salaries quoted 20770 25841 29932
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £68,750 £68,750 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Statistical Analysis
Job Vacancy Trend in the South East

Job postings citing Statistical Analysis as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Statistical Analysis in the South East

Statistical Analysis
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistical Analysis in the South East.

Salary trend for Statistical Analysis in the South East

Statistical Analysis
Salary Histogram in the South East

The salary distribution of IT jobs citing Statistical Analysis in the South East over the 6 months to 18 October 2017.

Salary histogram for Statistical Analysis in the South East

Statistical Analysis
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Analysis within the South East region over the 6 months to 18 October 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
Thames Valley +77 41 £45,000 +12.50% 5
Hampshire +37 17 £37,500 -6.25% 4
Buckinghamshire - 15 £47,500 - 1
Kent - 14 £37,500 -
Berkshire +67 13 £40,000 -20.00% 2
Oxfordshire +30 13 £45,000 +12.50% 2
Surrey +14 8 £40,000 -28.89% 2
West Sussex - 2 £47,500 -
East Sussex +11 1 - -
Statistical Analysis
England

For the 6 months to 18 October 2017, IT jobs citing Statistical Analysis 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 South East region with a requirement for Statistical Analysis.

1 27 (32.53%) Finance
1 27 (32.53%) Mathematics
2 26 (31.33%) Python
3 24 (28.92%) Degree
3 24 (28.92%) Marketing
3 24 (28.92%) Analytical Skills
4 22 (26.51%) Analytics
4 22 (26.51%) SQL
5 20 (24.10%) Visualisation
5 20 (24.10%) Machine Learning
6 19 (22.89%) R
7 18 (21.69%) Data Modelling
8 17 (20.48%) Microsoft Excel
8 17 (20.48%) Statistics
8 17 (20.48%) Big Data
9 16 (19.28%) Risk Management
10 15 (18.07%) Data Mining
11 14 (16.87%) Data Visualisation
11 14 (16.87%) Data Protection
12 13 (15.66%) Computer Science
12 13 (15.66%) SAS
12 13 (15.66%) ITIL
12 13 (15.66%) Data Analysis
13 12 (14.46%) ISO/IEC 27001
13 12 (14.46%) GDPR
14 11 (13.25%) COBIT
14 11 (13.25%) Data Protection Act
14 11 (13.25%) Information Security
14 11 (13.25%) Penetration Testing
15 10 (12.05%) PCI DSS

Statistical Analysis
Co-occurring IT Skills in the South East 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 13 (15.66%) SAS
2 2 (2.41%) Apache Spark
3 1 (1.20%) Apache Pig
3 1 (1.20%) SharePoint
Applications
1 17 (20.48%) Microsoft Excel
2 5 (6.02%) Microsoft Office
2 5 (6.02%) Microsoft PowerPoint
3 4 (4.82%) Spreadsheet
4 3 (3.61%) SPSS
5 1 (1.20%) GNU Octave
Business Applications
1 5 (6.02%) Dynamics CRM
Cloud Services
1 6 (7.23%) Adobe Analytics
2 3 (3.61%) SaaS
3 1 (1.20%) Google Analytics
Communications & Networking
1 4 (4.82%) ATM
1 4 (4.82%) DSL
1 4 (4.82%) Ethernet
1 4 (4.82%) GLBP
1 4 (4.82%) HSRP
1 4 (4.82%) ISDN
1 4 (4.82%) LAN
1 4 (4.82%) MPLS
1 4 (4.82%) VRRP
2 1 (1.20%) SMS
Database & Business Intelligence
1 17 (20.48%) Big Data
2 15 (18.07%) Data Mining
3 6 (7.23%) Hadoop
4 5 (6.02%) MySQL
5 4 (4.82%) NoSQL
5 4 (4.82%) Relational Database
6 3 (3.61%) Apache Hive
6 3 (3.61%) Base SAS
6 3 (3.61%) Impala
6 3 (3.61%) Power BI
7 2 (2.41%) Data Lake
7 2 (2.41%) Data Warehouse
7 2 (2.41%) Ingres
7 2 (2.41%) Microsoft Power View
7 2 (2.41%) PowerPivot
8 1 (1.20%) Amazon DynamoDB
8 1 (1.20%) GIS
8 1 (1.20%) MongoDB
8 1 (1.20%) SQL Server
8 1 (1.20%) Text Mining
Development Applications
1 3 (3.61%) Jenkins
1 3 (3.61%) Selenium
General
1 27 (32.53%) Finance
2 24 (28.92%) Marketing
3 6 (7.23%) Legal
3 6 (7.23%) Telecoms
4 5 (6.02%) Retail
5 4 (4.82%) Banking
6 3 (3.61%) Electronics
7 1 (1.20%) Advertising
7 1 (1.20%) Games
Job Titles
1 34 (40.96%) Analyst
2 14 (16.87%) Data Scientist
3 10 (12.05%) IT Analyst
3 10 (12.05%) IT Security Analyst
3 10 (12.05%) Security Analyst
4 9 (10.84%) Data Analyst
5 7 (8.43%) Senior Manager
5 7 (8.43%) SQL Analyst
6 6 (7.23%) PCI DSS Security Analyst
7 5 (6.02%) Insight Manager
7 5 (6.02%) Strategy Manager
8 4 (4.82%) Consultant
8 4 (4.82%) Insight Consultant
8 4 (4.82%) NOC Technician
8 4 (4.82%) SQL Data Analyst
8 4 (4.82%) Strategy Consultant
9 3 (3.61%) Business Analyst
9 3 (3.61%) Graduate
9 3 (3.61%) Graduate Analyst
9 3 (3.61%) Junior
Libraries, Frameworks & Software Standards
1 10 (12.05%) Pandas
2 8 (9.64%) scikit-learn
2 8 (9.64%) Seaborn
3 3 (3.61%) AngularJS
3 3 (3.61%) Natural Language Processing
4 2 (2.41%) Ajax
4 2 (2.41%) Django
4 2 (2.41%) NumPy
5 1 (1.20%) CSS
5 1 (1.20%) D3.js
5 1 (1.20%) SciPy
Miscellaneous
1 24 (28.92%) Analytical Skills
2 13 (15.66%) Computer Science
3 11 (13.25%) Data Protection Act
4 10 (12.05%) Algorithms
5 8 (9.64%) Management Information System
6 5 (6.02%) Social Media
7 3 (3.61%) Data Structures
8 2 (2.41%) Credit Risk
8 2 (2.41%) Derivative
8 2 (2.41%) Foreign Exchange (FX)
8 2 (2.41%) Linux Command Line
8 2 (2.41%) Market Risk
8 2 (2.41%) OTC Derivatives
8 2 (2.41%) User Experience
9 1 (1.20%) Driving Licence
9 1 (1.20%) Mobile App
Operating Systems
1 3 (3.61%) Linux
1 3 (3.61%) Windows
2 2 (2.41%) Unix
Processes & Methodologies
1 27 (32.53%) Mathematics
2 22 (26.51%) Analytics
3 20 (24.10%) Machine Learning
3 20 (24.10%) Visualisation
4 18 (21.69%) Data Modelling
5 17 (20.48%) Statistics
6 16 (19.28%) Risk Management
7 14 (16.87%) Data Protection
7 14 (16.87%) Data Visualisation
8 13 (15.66%) Data Analysis
8 13 (15.66%) ITIL
9 11 (13.25%) Information Security
9 11 (13.25%) Penetration Testing
10 9 (10.84%) B2B
10 9 (10.84%) B2C
10 9 (10.84%) Behavioural Change
10 9 (10.84%) Marketing Analytics
10 9 (10.84%) Marketing Strategy
11 8 (9.64%) Bayesian Methods
11 8 (9.64%) Stakeholder Management
Programming Languages
1 26 (31.33%) Python
2 22 (26.51%) SQL
3 19 (22.89%) R
4 5 (6.02%) C#
5 4 (4.82%) JavaScript
5 4 (4.82%) MATLAB
5 4 (4.82%) VBA
6 3 (3.61%) Java
7 2 (2.41%) C++
8 1 (1.20%) C
Qualifications
1 24 (28.92%) Degree
2 9 (10.84%) PhD
3 6 (7.23%) Numerate Degree
4 5 (6.02%) Security Cleared
5 4 (4.82%) SC Cleared
6 2 (2.41%) Master's Degree
7 1 (1.20%) CISSP
7 1 (1.20%) CompTIA Security+
7 1 (1.20%) HND
7 1 (1.20%) PRINCE2 Practitioner
7 1 (1.20%) Security+ Certification
7 1 (1.20%) SSCP
Quality Assurance & Compliance
1 12 (14.46%) GDPR
1 12 (14.46%) ISO/IEC 27001
2 11 (13.25%) COBIT
3 10 (12.05%) PCI DSS
4 5 (6.02%) Data Quality
5 2 (2.41%) ISO/IEC 20000
5 2 (2.41%) SLA
6 1 (1.20%) Def Stans
6 1 (1.20%) ISO 9001
6 1 (1.20%) QA
Vendors
1 7 (8.43%) Google
2 6 (7.23%) Microsoft
3 5 (6.02%) Cisco
3 5 (6.02%) Salesforce.com
4 4 (4.82%) Juniper
5 2 (2.41%) Cloudera
5 2 (2.41%) Minitab
5 2 (2.41%) Oracle
5 2 (2.41%) Tableau
6 1 (1.20%) Citrix
6 1 (1.20%) Dell
6 1 (1.20%) HP
6 1 (1.20%) VMware