The following table provides summary statistics for permanent job vacancies 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 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Statistical Analysis
UK
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 649 724 703
Rank change year-on-year +75 -21  
Permanent jobs citing Statistical Analysis 223 201 271
As % of all permanent IT jobs advertised in the UK 0.25% 0.21% 0.24%
As % of the Processes & Methodologies category 0.28% 0.23% 0.28%
Number of salaries quoted 181 165 191
Median salary £41,000 £52,500 £47,500
Median salary % change year-on-year -21.90% +10.52%  
90% offered a salary of more than £27,500 £32,500 £24,000
10% offered a salary of more than £72,500 £97,500 £80,000
UK excluding London median salary £36,000 £40,000 £35,000
% change year-on-year -10.00% +14.28%  

Statistical Analysis 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 with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 79039 86328 97439
As % of all permanent IT job vacancies advertised in the UK 89.73% 88.92% 88.03%
Number of salaries quoted 63711 72121 79644
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Statistical Analysis
Job Vacancy Trend

The job posting trend of jobs advertised citing Statistical Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Statistical Analysis in the UK

Statistical Analysis
Salary Trend

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

Salary trend for Statistical Analysis in the UK

Statistical Analysis
Salary Histogram

The salary distribution of IT jobs citing Statistical Analysis over the 3 months to 25 June 2017.

Salary histogram for Statistical Analysis in the UK

Statistical Analysis
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Analysis within the UK over the 3 months to 25 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
England +61 205 £40,000 -23.80% 37
London -29 64 £60,000 -5.88% 18
South East +67 44 £42,500 +6.25% 5
North West -18 33 £30,000 -25.00% 3
Manchester -2 32 £30,000 -25.00% 1
East of England +21 18 £35,614 -20.85% 4
City of London +38 17 £56,000 -12.15% 3
East Midlands +27 15 £29,000 -17.14% 1
Scotland +25 13 £27,000 - 3
West Midlands +17 13 £30,000 -33.33% 1
Hampshire +21 12 £36,000 +2.85%
Northampton +15 12 £29,000 -17.14%
Northamptonshire +9 12 £29,000 -17.14% 1
Edinburgh +7 12 £27,000 - 2
Stockport -7 11 £30,000 -25.00%
Yorkshire +18 9 £31,750 +32.98% 2
Birmingham +14 9 £30,000 -40.00%
Buckinghamshire - 9 £50,000 - 3
Berkshire +33 8 - -
Oxfordshire +17 7 £40,000 -
Hertfordshire +1 7 £30,000 -29.41% 3
Essex - 7 £35,614 -
South West +8 6 £38,250 -10.00% 2
South Yorkshire -7 6 £52,500 +5.00% 2
Maidenhead - 6 - -
St Albans - 6 £30,000 - 1
Bristol -14 5 £39,000 -8.23% 2
Aylesbury - 5 £50,000 -
Saffron Walden - 5 £35,614 -
Cambridgeshire -2 4 £42,500 -10.52% 1

For the 6 months to 25 June 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 with a requirement for Statistical Analysis.

1 219 (54.34%) SQL
2 176 (43.67%) Analytics
3 169 (41.94%) R
4 163 (40.45%) Python
5 159 (39.45%) Statistics
6 150 (37.22%) Analytical Skills
7 132 (32.75%) Degree
8 122 (30.27%) Machine Learning
9 110 (27.30%) Mathematics
10 104 (25.81%) SAS
11 103 (25.56%) Finance
12 98 (24.32%) Data Analysis
13 93 (23.08%) Visualisation
14 92 (22.83%) Big Data
15 89 (22.08%) Marketing
15 89 (22.08%) Microsoft Excel
15 89 (22.08%) Algorithms
16 74 (18.36%) PhD
17 73 (18.11%) Data Mining
17 73 (18.11%) Data Visualisation
18 68 (16.87%) Computer Science
19 66 (16.38%) Hadoop
20 64 (15.88%) Business Intelligence
21 61 (15.14%) Data Modelling
22 55 (13.65%) SPSS
23 54 (13.40%) Microsoft
24 50 (12.41%) VBA
24 50 (12.41%) Statistical Modelling
25 49 (12.16%) Agile Software Development
26 47 (11.66%) Data Analytics

Statistical Analysis
Co-occurring IT Skills 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
1 104 (25.81%) SAS
2 26 (6.45%) Apache Spark
3 13 (3.23%) Apache Pig
4 10 (2.48%) SharePoint
5 6 (1.49%) Apache Solr
6 5 (1.24%) Apache
6 5 (1.24%) ArcGIS
7 4 (0.99%) OpenStack
7 4 (0.99%) Oracle SOA Suite
7 4 (0.99%) Oracle Workflow
8 2 (0.50%) IIS
9 1 (0.25%) CMS
9 1 (0.25%) Elasticsearch
9 1 (0.25%) IPython
9 1 (0.25%) Jupyter
9 1 (0.25%) Tornado
Applications
1 89 (22.08%) Microsoft Excel
2 55 (13.65%) SPSS
3 28 (6.95%) Microsoft Office
4 23 (5.71%) Microsoft PowerPoint
5 9 (2.23%) Stata
6 6 (1.49%) SPSS Modeler
7 4 (0.99%) MS Visio
7 4 (0.99%) Spreadsheet
8 3 (0.74%) Microsoft Project
9 2 (0.50%) EViews
9 2 (0.50%) Mathcad
9 2 (0.50%) Simulink
10 1 (0.25%) Weka
Business Applications
1 9 (2.23%) Dynamics CRM
2 5 (1.24%) SAP Oil and Gas
3 2 (0.50%) Dynamics NAV
3 2 (0.50%) FastStats
3 2 (0.50%) Remedy ITSM
4 1 (0.25%) Aareon QL
4 1 (0.25%) Academy Housing
4 1 (0.25%) iJento
4 1 (0.25%) Kypera Housing
4 1 (0.25%) MIS ActiveH
4 1 (0.25%) Northgate Housing
4 1 (0.25%) OPENHousing
4 1 (0.25%) Oracle AML
4 1 (0.25%) Orchard Housing
Cloud Services
1 23 (5.71%) Amazon AWS
2 16 (3.97%) Microsoft Azure
3 11 (2.73%) Adobe Analytics
4 9 (2.23%) Google Analytics
5 5 (1.24%) Amazon EC2
5 5 (1.24%) Amazon EMR
5 5 (1.24%) Amazon S3
6 2 (0.50%) GitHub
6 2 (0.50%) Google Tag Manager
6 2 (0.50%) Office 365
6 2 (0.50%) SaaS
7 1 (0.25%) Azure Data Factory
7 1 (0.25%) Cloud Computing
7 1 (0.25%) DigitalOcean
7 1 (0.25%) SurveyMonkey
Communications & Networking
1 5 (1.24%) LAN
2 4 (0.99%) ATM
2 4 (0.99%) DSL
2 4 (0.99%) Ethernet
2 4 (0.99%) GLBP
2 4 (0.99%) HSRP
2 4 (0.99%) ISDN
2 4 (0.99%) MPLS
2 4 (0.99%) PABX
2 4 (0.99%) TCP/IP
2 4 (0.99%) VRRP
3 3 (0.74%) Internet
3 3 (0.74%) MIMO
3 3 (0.74%) OFDM
3 3 (0.74%) Wireless
4 2 (0.50%) DNS
4 2 (0.50%) tcpdump
5 1 (0.25%) FTP
5 1 (0.25%) HTTP
5 1 (0.25%) Intranet
Database & Business Intelligence
1 92 (22.83%) Big Data
2 73 (18.11%) Data Mining
3 66 (16.38%) Hadoop
4 46 (11.41%) Relational Database
5 39 (9.68%) Data Warehouse
6 33 (8.19%) NoSQL
7 30 (7.44%) Apache Hive
8 25 (6.20%) SQL Server
9 23 (5.71%) MySQL
10 17 (4.22%) MongoDB
11 16 (3.97%) PostgreSQL
12 11 (2.73%) QlikView
13 10 (2.48%) BusinessObjects
14 9 (2.23%) Text Mining
15 8 (1.99%) HBase
15 8 (1.99%) Mahout
15 8 (1.99%) Power BI
15 8 (1.99%) RDBMS
15 8 (1.99%) SQL Server Integration Services
16 7 (1.74%) Impala
Development Applications
1 6 (1.49%) Git (software)
2 5 (1.24%) Jenkins
2 5 (1.24%) Vagrant
2 5 (1.24%) Yeoman
3 4 (0.99%) HP UFT
3 4 (0.99%) Rational Functional Tester
3 4 (0.99%) Selenium
3 4 (0.99%) SilkTest
4 3 (0.74%) RStudio
5 1 (0.25%) Balsamiq Mockups
5 1 (0.25%) JIRA
5 1 (0.25%) Visual Studio
General
1 103 (25.56%) Finance
2 89 (22.08%) Marketing
3 29 (7.20%) Banking
4 26 (6.45%) Telecoms
5 25 (6.20%) Games
6 13 (3.23%) Manufacturing
6 13 (3.23%) Retail
7 10 (2.48%) Advertising
8 8 (1.99%) Electronics
8 8 (1.99%) Front Office
9 6 (1.49%) Law
10 5 (1.24%) Pharmaceutical
11 4 (0.99%) German Language
12 3 (0.74%) Back Office
12 3 (0.74%) Investment Banking
12 3 (0.74%) Military
13 2 (0.50%) Aerospace
13 2 (0.50%) Financial Institution
13 2 (0.50%) Legal
14 1 (0.25%) Music Industry
Job Titles
1 138 (34.24%) Analyst
2 115 (28.54%) Data Scientist
3 69 (17.12%) Data Analyst
4 29 (7.20%) Insight Analyst
5 28 (6.95%) Senior Data Scientist
6 21 (5.21%) Developer
7 19 (4.71%) Senior Analyst
8 13 (3.23%) Data Engineer
9 11 (2.73%) Consultant
9 11 (2.73%) Data Insight Analyst
9 11 (2.73%) Insight Data Analyst
10 10 (2.48%) Programmer
10 10 (2.48%) Research Analyst
10 10 (2.48%) Senior Manager
10 10 (2.48%) SQL Analyst
10 10 (2.48%) Statistical Analyst
10 10 (2.48%) User Experience Researcher
11 9 (2.23%) Analytics Manager
12 8 (1.99%) Credit Analyst
13 7 (1.74%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 31 (7.69%) HTML
2 20 (4.96%) Natural Language Processing
3 17 (4.22%) CSS
3 17 (4.22%) scikit-learn
4 13 (3.23%) SciPy
5 11 (2.73%) XML
6 10 (2.48%) Pandas
7 9 (2.23%) NumPy
8 8 (1.99%) D3.js
8 8 (1.99%) Web Services
9 6 (1.49%) .NET
9 6 (1.49%) Kafka
10 5 (1.24%) Cascalog
10 5 (1.24%) MLlib
11 4 (0.99%) Ajax
11 4 (0.99%) HTML5
11 4 (0.99%) MDX
11 4 (0.99%) SOAP
11 4 (0.99%) Velocity
11 4 (0.99%) XBRL
Miscellaneous
1 150 (37.22%) Analytical Skills
2 89 (22.08%) Algorithms
3 68 (16.87%) Computer Science
4 13 (3.23%) Data Structures
4 13 (3.23%) Social Media
4 13 (3.23%) User Experience
5 11 (2.73%) Management Information System
6 9 (2.23%) Virtual Team
7 8 (1.99%) Credit Risk
8 7 (1.74%) Fintech
9 6 (1.49%) Public Cloud
10 5 (1.24%) Driving Licence
11 4 (0.99%) Greenfield Project
11 4 (0.99%) Mobile Games
12 3 (0.74%) Digital Media
12 3 (0.74%) Hedge funds
12 3 (0.74%) Mobile App
13 2 (0.50%) Equities
14 1 (0.25%) Credit Derivative
14 1 (0.25%) Tandem
Operating Systems
1 29 (7.20%) Linux
2 19 (4.71%) Unix
3 14 (3.47%) Windows
4 7 (1.74%) Windows 7
5 3 (0.74%) Windows Server
6 2 (0.50%) Windows Server 2003
6 2 (0.50%) Windows Server 2008
6 2 (0.50%) Windows Server 2012
7 1 (0.25%) Android
Processes & Methodologies
1 176 (43.67%) Analytics
2 159 (39.45%) Statistics
3 122 (30.27%) Machine Learning
4 110 (27.30%) Mathematics
5 98 (24.32%) Data Analysis
6 93 (23.08%) Visualisation
7 73 (18.11%) Data Visualisation
8 64 (15.88%) Business Intelligence
9 61 (15.14%) Data Modelling
10 50 (12.41%) Statistical Modelling
11 49 (12.16%) Agile Software Development
12 47 (11.66%) Data Analytics
13 40 (9.93%) Operations Research
13 40 (9.93%) Predictive Modelling
14 33 (8.19%) Actionable Insight
15 27 (6.70%) CRM
16 26 (6.45%) Economics
16 26 (6.45%) Physics
16 26 (6.45%) Stakeholder Management
17 25 (6.20%) Validation
Programming Languages
1 219 (54.34%) SQL
2 169 (41.94%) R
3 163 (40.45%) Python
4 50 (12.41%) VBA
5 46 (11.41%) MATLAB
6 40 (9.93%) C++
7 32 (7.94%) Java
8 21 (5.21%) JavaScript
9 13 (3.23%) Perl
10 12 (2.98%) C
11 11 (2.73%) C#
12 9 (2.23%) Scala
13 8 (1.99%) PHP
14 6 (1.49%) VB
15 5 (1.24%) Bash Shell
15 5 (1.24%) Clojure
15 5 (1.24%) Cypher
15 5 (1.24%) VB.NET
16 2 (0.50%) Fortran
16 2 (0.50%) Shell Script
Qualifications
1 132 (32.75%) Degree
2 74 (18.36%) PhD
3 25 (6.20%) Numerate Degree
4 23 (5.71%) Master's Degree
5 10 (2.48%) Computer Science Degree
5 10 (2.48%) SC Cleared
5 10 (2.48%) Security Cleared
6 7 (1.74%) CISA
6 7 (1.74%) CISM
6 7 (1.74%) CISSP
7 5 (1.24%) DV Cleared
8 4 (0.99%) ISEB
8 4 (0.99%) ISTQB
8 4 (0.99%) ISTQB Advanced Certification
8 4 (0.99%) ISTQB Foundation Certification
9 1 (0.25%) ACCA
9 1 (0.25%) CIMA
9 1 (0.25%) PMP
9 1 (0.25%) PRINCE2 Certification
9 1 (0.25%) Six Sigma Black Belt
Quality Assurance & Compliance
1 17 (4.22%) Data Quality
2 15 (3.72%) QA
3 7 (1.74%) ISO/IEC 27001
4 5 (1.24%) COBIT
4 5 (1.24%) PMO
5 3 (0.74%) GCP
5 3 (0.74%) GLP
5 3 (0.74%) GMP
5 3 (0.74%) GxP
6 2 (0.50%) Actionable Recommendations
6 2 (0.50%) SLA
7 1 (0.25%) GDPR
7 1 (0.25%) ISO 9001
7 1 (0.25%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 5 (1.24%) Virtual Machines
1 5 (1.24%) VirtualBox
2 2 (0.50%) Active Directory
Systems Management
1 2 (0.50%) Nessus
1 2 (0.50%) Nmap
2 1 (0.25%) Kibana
Vendors
1 54 (13.40%) Microsoft
2 45 (11.17%) Tableau
3 29 (7.20%) Google
4 25 (6.20%) Oracle
5 11 (2.73%) IBM
6 10 (2.48%) SAP
7 8 (1.99%) Hortonworks
7 8 (1.99%) Salesforce.com
8 6 (1.49%) CA
8 6 (1.49%) Cisco
8 6 (1.49%) Teradata
9 5 (1.24%) Adobe
9 5 (1.24%) Minitab
10 4 (0.99%) Juniper
10 4 (0.99%) Netezza
10 4 (0.99%) Serena
10 4 (0.99%) VMware
11 3 (0.74%) Askia
11 3 (0.74%) Nebu
12 2 (0.50%) Cloudera
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £28000.00 - £35000.00 per annum
Posted: 1 hour ago
Glasgow
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: Yesterday
Cheshire
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: 3 days ago
London
Computer Futures
Salary: competitive
Posted: 4 days ago
London
Maclean Moore Consulting
Salary: From £90,000 to £130,000 per annum
Posted: 4 days ago
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £30,330 to £39,852 per annum
Posted: 2 days ago
Milton Keynes, Buckinghamshire
Northern Recruitment Group
Salary: From £32,893 to £44,289 per annum
Posted: 2 days ago
City, London
TEKsystems
Salary: £70000 - £90000 per annum
Posted: 3 days ago
City, London
Evolution Recruitment Solutions
Salary: 30,000 + BENEFITS
Posted: 4 days ago
London
Searchability
Salary: £50000 - £60000 per annum + Benefits
Posted: 4 days ago
Milton Keynes, Buckinghamshire
Eurostaff Group Limited
Posted: 3 days ago
City, London
Venturi
Salary: £50000 - £55000 per annum + bonus+full bens
Posted: 2 days ago
Manchester, Lancashire
Premier IT
Posted: 3 days ago
London
Eligo Recruitment Ltd
Salary: £50000 - £60000 per annum + Healthcare, Bonus package
Posted: 6 days ago
Darlington, County Durham
Harvey Nash plc
Salary: £20000 - £25000 per annum
Posted: 6 days ago
London
Salt
Salary: £45000.00 - £55000.00 per annum + benefits + bonus
Posted: 6 days ago
Horsham, Sussex
Clearwater People Solutions Ltd
Posted: 11 days ago
South Yorkshire
Computer Futures
Salary: £50000 - £55000 per annum + competitive
Posted: 13 days ago
Whitehall, Bristol
Cabinet Office
Posted: 5 days ago
North West London
JP Boden & Co Ltd
Salary: Competitive salary with excellent benefits!
Posted: 5 days ago
Edinburgh
Churchill Frank
Salary: £35000 - £40000 per annum + 10% BONUS
Posted: 12 days ago
Edinburgh
Churchill Frank
Salary: £55000 - £65000 per annum + Benefits
Posted: 16 days ago
London
Robert Walters UK
Posted: 9 days ago
London
Click Digital
Salary: £55,000 - £85,000 per year
Posted: 11 days ago
Bristol
Churchill Frank
Salary: £40000 - £50000 per annum
Posted: 16 days ago
Central London / West End
The Workshop
Salary: Unspecified
Posted: 11 days ago
Hertfordshire
Vinehouse Essential Ltd
Salary: £30k to £50k
Posted: 24 days ago
Northamptonshire
Spring Technology
Posted: 5 days ago
Cheshire
Churchill Frank
Salary: £55000 - £65000 per annum + Benefits
Posted: 18 days ago
Central London / West End
Reed Business Information Ltd
Salary: From £50,000 to £55,000 per annum + bonus & extensive benefits
Posted: 20 days ago