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 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Statistical Analysis
UK
Rank 672 700 736
Rank change year-on-year +28 +36  
Permanent jobs citing Statistical Analysis 177 250 220
As % of all permanent IT jobs advertised in the UK 0.21% 0.24% 0.21%
As % of the Processes & Methodologies category 0.24% 0.28% 0.24%
Number of salaries quoted 137 193 191
Median salary £50,000 £45,000 £50,000
Median salary % change year-on-year +11.11% -10.00%  
90% offered a salary of more than £31,900 £28,750 £31,000
10% offered a salary of more than £82,500 £83,750 £80,000
UK excluding London median salary £42,500 £35,000 £43,000
% change year-on-year +21.42% -18.60%  

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 74564 90782 91624
As % of all permanent IT job vacancies advertised in the UK 89.03% 88.50% 87.04%
Number of salaries quoted 61277 75155 74101
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year - +2.04%  
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 23 March 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 23 March 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 +35 170 £50,000 +11.11% 40
London +40 86 £65,000 +13.04% 22
South East +63 20 £45,000 +12.50% 4
South West +36 16 £45,000 +65.13% 3
North West -10 16 £50,000 +72.41% 5
Manchester -16 15 £50,000 +72.41% 4
East of England +46 14 £39,544 -49.94% 2
West Midlands +30 12 £36,500 +32.72% 2
Berkshire +32 8 £58,750 +58.78% 1
City of London +31 8 £100,000 +73.91% 4
Warwickshire +36 7 £36,500 -
Scotland +7 7 £44,500 +18.66% 5
Devon - 7 £45,000 -
Exeter - 7 £45,000 -
Yorkshire +20 6 £24,000 -12.72%
Bristol +9 6 £48,750 - 2
Nuneaton - 6 £36,500 -
Reading +40 5 - - 1
Birmingham +16 5 £35,000 +27.27% 1
Cambridge - 5 £35,088 -
Essex - 5 £55,000 - 1
Cambridgeshire - 5 £35,088 - 1
Kent - 5 £46,750 -
Heathrow - 5 £27,500 -
Edinburgh +3 4 £55,500 - 5
West End of London - 4 - - 1
Hampshire +21 3 £41,000 +10.81% 1
Bedfordshire +16 3 £44,000 -44.30%
West Yorkshire +16 3 £24,000 -12.72%
Sheffield +11 3 - -

Statistical Analysis
Top 30 Related IT Skills

For the 6 months to 23 March 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.

1 179 (44.42%) SQL
2 161 (39.95%) Analytics
3 159 (39.45%) Python
4 142 (35.24%) Analytical Skills
5 137 (34.00%) R
6 131 (32.51%) Statistics
7 129 (32.01%) Degree
8 117 (29.03%) Finance
9 114 (28.29%) Mathematics
10 102 (25.31%) SAS
11 95 (23.57%) Machine Learning
12 89 (22.08%) Marketing
13 87 (21.59%) Computer Science
14 81 (20.10%) Big Data
15 79 (19.60%) Algorithms
16 77 (19.11%) Hadoop
17 66 (16.38%) PhD
18 64 (15.88%) Visualisation
19 63 (15.63%) Data Analysis
20 55 (13.65%) MS Excel
20 55 (13.65%) Predictive Modelling
21 54 (13.40%) Data Mining
22 51 (12.66%) VBA
22 51 (12.66%) MATLAB
23 46 (11.41%) Business Intelligence
24 45 (11.17%) C++
24 45 (11.17%) Data Modelling
24 45 (11.17%) Data Visualisation
25 42 (10.42%) Microsoft
25 42 (10.42%) Apache Spark

Statistical Analysis
Top Related 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
1 102 (25.31%) SAS
2 42 (10.42%) Apache Spark
3 16 (3.97%) Apache Pig
4 11 (2.73%) Apache
5 7 (1.74%) OpenStack
6 6 (1.49%) SharePoint
7 5 (1.24%) Elasticsearch
7 5 (1.24%) Oracle Workflow
8 4 (0.99%) ArcGIS
9 3 (0.74%) Apache Solr
9 3 (0.74%) Confluence
10 1 (0.25%) IIS
Applications
1 55 (13.65%) MS Excel
2 39 (9.68%) SPSS
3 23 (5.71%) MS Office
4 21 (5.21%) MS PowerPoint
5 6 (1.49%) SPSS Modeler
5 6 (1.49%) Stata
6 4 (0.99%) MS Visio
7 3 (0.74%) Spreadsheet
8 2 (0.50%) EViews
8 2 (0.50%) MS Project
9 1 (0.25%) Mathcad
9 1 (0.25%) Simulink
Business Applications
1 4 (0.99%) SAP Oil and Gas
2 3 (0.74%) Data Workbench
2 3 (0.74%) FastStats
3 1 (0.25%) iJento
3 1 (0.25%) Oracle AML
Cloud Services
1 26 (6.45%) Amazon AWS
2 14 (3.47%) Google Analytics
3 9 (2.23%) Microsoft Azure
4 7 (1.74%) Amazon EC2
5 6 (1.49%) Amazon EMR
5 6 (1.49%) Amazon S3
6 3 (0.74%) Adobe Analytics
7 2 (0.50%) Google Cloud Platform
7 2 (0.50%) Google Tag Manager
8 1 (0.25%) Amazon Kinesis
8 1 (0.25%) DigitalOcean
8 1 (0.25%) IBM Cloud
8 1 (0.25%) Office 365
Communications & Networking
1 11 (2.73%) ATM
1 11 (2.73%) LAN
2 10 (2.48%) DSL
2 10 (2.48%) Ethernet
2 10 (2.48%) GLBP
2 10 (2.48%) HSRP
2 10 (2.48%) ISDN
2 10 (2.48%) MPLS
2 10 (2.48%) VRRP
3 6 (1.49%) Cisco ASA
3 6 (1.49%) Firewall
3 6 (1.49%) SAN
4 5 (1.24%) MIMO
4 5 (1.24%) OFDM
4 5 (1.24%) Wireless
5 4 (0.99%) PABX
6 3 (0.74%) Internet
7 2 (0.50%) HTTP
7 2 (0.50%) TCP/IP
7 2 (0.50%) tcpdump
Database & Business Intelligence
1 81 (20.10%) Big Data
2 77 (19.11%) Hadoop
3 54 (13.40%) Data Mining
4 39 (9.68%) Relational Database
5 29 (7.20%) SQL Server
6 25 (6.20%) MySQL
7 24 (5.96%) Data Warehouse
8 23 (5.71%) Apache Hive
9 21 (5.21%) NoSQL
10 14 (3.47%) MongoDB
10 14 (3.47%) QlikView
11 13 (3.23%) PostgreSQL
12 12 (2.98%) GIS
12 12 (2.98%) Neo4j
13 11 (2.73%) Impala
14 10 (2.48%) SAS Enterprise Guide
14 10 (2.48%) SQL Server Integration Services
15 9 (2.23%) Mahout
16 7 (1.74%) Oracle Database
16 7 (1.74%) Spotfire
Development Applications
1 8 (1.99%) Git (software)
2 7 (1.74%) Vagrant
3 6 (1.49%) Jenkins
3 6 (1.49%) Yeoman
4 2 (0.50%) RStudio
4 2 (0.50%) Talend Open Studio
5 1 (0.25%) SQL Server Management Studio (SSMS)
5 1 (0.25%) Visual Studio
General
1 117 (29.03%) Finance
2 89 (22.08%) Marketing
3 30 (7.44%) Banking
4 28 (6.95%) Telecoms
5 16 (3.97%) Front Office
6 14 (3.47%) Retail
7 13 (3.23%) Advertising
8 10 (2.48%) Games
8 10 (2.48%) Manufacturing
8 10 (2.48%) Pharmaceutical
9 8 (1.99%) Electronics
10 7 (1.74%) Automotive
11 6 (1.49%) Financial Institution
11 6 (1.49%) Law
12 5 (1.24%) Investment Banking
13 3 (0.74%) Legal
13 3 (0.74%) Publishing
14 2 (0.50%) Billing
14 2 (0.50%) Mandarin Language
15 1 (0.25%) Music Industry
Job Titles
1 136 (33.75%) Analyst
2 96 (23.82%) Data Scientist
3 59 (14.64%) Data Analyst
4 33 (8.19%) Developer
4 33 (8.19%) Senior Data Scientist
5 21 (5.21%) Data Engineer
5 21 (5.21%) Senior Analyst
6 19 (4.71%) Consultant
7 17 (4.22%) Insight Analyst
8 14 (3.47%) SAS Analyst
8 14 (3.47%) Statistical Analyst
9 13 (3.23%) Graduate
10 12 (2.98%) Business Analyst
11 11 (2.73%) Graduate Analyst
11 11 (2.73%) Python Developer
11 11 (2.73%) SQL Analyst
12 10 (2.48%) Marketing Analyst
12 10 (2.48%) NOC Technician
12 10 (2.48%) Quantitative Developer
13 8 (1.99%) C++ Quantitative Developer
Libraries, Frameworks & Software Standards
1 17 (4.22%) HTML
2 13 (3.23%) scikit-learn
3 11 (2.73%) CSS
3 11 (2.73%) Natural Language Processing
4 9 (2.23%) Pandas
5 8 (1.99%) D3.js
6 7 (1.74%) SciPy
7 6 (1.49%) .NET
7 6 (1.49%) Cascalog
8 5 (1.24%) HTML5
8 5 (1.24%) Web Services
8 5 (1.24%) XML
9 4 (0.99%) Google Maps API
9 4 (0.99%) LAMP
10 3 (0.74%) Boost C++ Libraries
10 3 (0.74%) Kafka
11 2 (0.50%) STL
11 2 (0.50%) XSL
12 1 (0.25%) ASP.NET
12 1 (0.25%) SOAP
Miscellaneous
1 142 (35.24%) Analytical Skills
2 87 (21.59%) Computer Science
3 79 (19.60%) Algorithms
4 12 (2.98%) Data Structures
5 9 (2.23%) Credit Risk
6 8 (1.99%) Social Media
7 7 (1.74%) Data Centre
8 6 (1.49%) Private Cloud
8 6 (1.49%) User Experience
8 6 (1.49%) Virtual Team
9 5 (1.24%) Driving Licence
9 5 (1.24%) Hedge funds
10 4 (0.99%) Data Protection Act
10 4 (0.99%) Derivative
10 4 (0.99%) Fintech
10 4 (0.99%) Foreign Exchange (FX)
10 4 (0.99%) Management Information System
11 3 (0.74%) Digital Media
11 3 (0.74%) Mobile App
11 3 (0.74%) Public Cloud
Operating Systems
1 29 (7.20%) Linux
2 18 (4.47%) Windows
3 14 (3.47%) Unix
4 5 (1.24%) Windows 7
5 1 (0.25%) Windows Server
Processes & Methodologies
1 161 (39.95%) Analytics
2 131 (32.51%) Statistics
3 114 (28.29%) Mathematics
4 95 (23.57%) Machine Learning
5 64 (15.88%) Visualisation
6 63 (15.63%) Data Analysis
7 55 (13.65%) Predictive Modelling
8 46 (11.41%) Business Intelligence
9 45 (11.17%) Data Modelling
9 45 (11.17%) Data Visualisation
10 39 (9.68%) Data Analytics
11 38 (9.43%) Agile Software Development
12 34 (8.44%) Operations Research
13 32 (7.94%) Physics
14 31 (7.69%) Statistical Modelling
15 27 (6.70%) Actionable Insight
16 25 (6.20%) Time Series Analysis
17 24 (5.96%) Risk Management
18 23 (5.71%) Continuous Improvement
19 22 (5.46%) Open Source
Programming Languages
1 179 (44.42%) SQL
2 159 (39.45%) Python
3 137 (34.00%) R
4 51 (12.66%) MATLAB
4 51 (12.66%) VBA
5 45 (11.17%) C++
6 26 (6.45%) Java
7 24 (5.96%) C
8 22 (5.46%) Scala
9 19 (4.71%) C#
10 13 (3.23%) JavaScript
11 11 (2.73%) Perl
12 9 (2.23%) PHP
12 9 (2.23%) Shell Script
13 7 (1.74%) Bash Shell
14 6 (1.49%) Clojure
14 6 (1.49%) Cypher
14 6 (1.49%) T-SQL
14 6 (1.49%) VB
15 2 (0.50%) Ruby
Qualifications
1 129 (32.01%) Degree
2 66 (16.38%) PhD
3 15 (3.72%) Security Cleared
4 13 (3.23%) SC Cleared
5 12 (2.98%) CISA
5 12 (2.98%) CISSP
6 10 (2.48%) CISM
7 6 (1.49%) CCNA
7 6 (1.49%) Cisco Certification
7 6 (1.49%) MCSE
7 6 (1.49%) Microsoft Certification
8 3 (0.74%) DV Cleared
9 2 (0.50%) CRISC
10 1 (0.25%) APMP
10 1 (0.25%) PMP
10 1 (0.25%) Six Sigma Black Belt
10 1 (0.25%) Six Sigma Green Belt
Quality Assurance & Compliance
1 24 (5.96%) Data Quality
2 17 (4.22%) QA
3 10 (2.48%) ISO/IEC 27001
4 6 (1.49%) PMO
5 5 (1.24%) COBIT
6 4 (0.99%) GDPR
7 3 (0.74%) ISO 9001
8 2 (0.50%) GCP
8 2 (0.50%) GLP
9 1 (0.25%) ISO27002
System Software
1 7 (1.74%) Virtual Machines
1 7 (1.74%) VirtualBox
2 6 (1.49%) Active Directory
2 6 (1.49%) Forefront TMG
2 6 (1.49%) Hyper-V
2 6 (1.49%) ISA Server
2 6 (1.49%) UAG
2 6 (1.49%) Virtual Servers
2 6 (1.49%) VMware Infrastructure
3 2 (0.50%) HDFS
4 1 (0.25%) Docker
Systems Management
1 2 (0.50%) Nessus
1 2 (0.50%) Nmap
Vendors
1 42 (10.42%) Microsoft
2 31 (7.69%) Tableau
3 27 (6.70%) Google
4 24 (5.96%) Oracle
5 18 (4.47%) Cisco
6 11 (2.73%) VMware
7 10 (2.48%) Juniper
8 9 (2.23%) IBM
9 8 (1.99%) Salesforce.com
10 7 (1.74%) Teradata
11 6 (1.49%) Adobe
11 6 (1.49%) Dell
11 6 (1.49%) HP
11 6 (1.49%) Netezza
12 5 (1.24%) SAP
12 5 (1.24%) Serena
13 4 (0.99%) CA
13 4 (0.99%) Hortonworks
13 4 (0.99%) MicroStrategy
13 4 (0.99%) TIBCO
Halesowen, West Midlands (County)
In touch games
Salary: £25000 - £35000 per annum + benefits (inc flexi hrs)
Posted: 15 hours ago
Birmingham
Intouch Games
Salary: £25000 - £35000 per annum + benefits (inc flexi hrs)
Posted: Yesterday
Stockport, Cheshire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 - £40000.00 per annum + Benefits
Posted: 2 days ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 22 hours ago
London
Capgemini UK
Posted: Yesterday
Oldham
Easy Web Recruitment
Salary: Highly competitive and negotiable
Posted: 3 days ago
Manchester
Churchill Frank
Salary: £30000 - £450000 per annum + pension, bonus and more
Posted: 2 days ago
Isle of Man
Redrock Consulting Ltd
Posted: 3 days ago
Kidlington, Oxfordshire
Bluetownonline
Salary: £23000 - £30000 per annum
Posted: 2 days ago
London
Careerwise UK Limited
Salary: £90000 - £95000 per annum + benefits
Posted: 2 days ago
London
Spencer Rose
Salary: £60000 - £65000 per annum
Posted: 3 days ago
London
myBench Ltd
Salary: From £70,000 to £90,000 per annum
Posted: 3 days ago
Peterborough, Cambridgeshire
Maclean Moore Consulting
Salary: From £45,000 to £65,000 per annum
Posted: 6 days ago
Edinburgh
Churchill Frank
Salary: £40000 - £45000 per annum
Posted: 4 days ago
Edinburgh
Churchill Frank
Salary: £55000 - £61000 per annum
Posted: 8 days ago
London
Salt
Salary: £50000.00 - £55000.00 per annum
Posted: 6 days ago
Central London / West End
Brightred Resourcing Limited
Salary: From £75,000 to £80,000 per annum plus bonus and benefits
Posted: 6 days ago
Reading, Oxfordshire
Oracle
Salary: Competitive
Posted: 6 days ago
Bristol, Avon
People Source Consulting
Salary: £38000 - £40000 per annum
Posted: 2 days ago
Manchester
Hays Specialist Recruitment Ltd
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 11 days ago
Crawley
Churchill Frank
Salary: £23000 - £25000 per annum
Posted: 15 days ago
London
Energize Recruitment Solutions Ltd
Salary: £50000 - £75000 per annum + bonus +benefits
Posted: 11 days ago
London
Computer Futures
Salary: £55000 - £70000 per annum + competitive
Posted: 10 days ago
England
NonStop Recruitment Ltd
Posted: 2 days ago
City, London
The Collinson Group
Salary: From £35,000 to £50,000 per annum
Posted: 10 days ago
City, London
Clearwater People Solutions
Salary: £25000 - £34000 Per Annum DOE
Posted: Yesterday
London
Energize Recruitment Solutions Ltd
Salary: £40000 - £75000 per annum
Posted: 11 days ago
Edinburgh
Tectre Limited
Salary: £60,000 - £100,000 per year
Posted: 11 days ago
Bournemouth, Dorset
JP Morgan
Salary: Unspecified We offer highly competitive benefits
Posted: 8 days ago
London
Computer Futures
Salary: £75000 per annum + competitive
Posted: 27 days ago