The table below looks at the statistics for Statistical Analysis skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Statistical Analysis over the 3 months to 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Statistical Analysis
Rank 708 670 773
Rank change year-on-year
-38 +103
Permanent jobs citing Statistical Analysis 199 302 211
As % of all permanent IT jobs located in the UK 0.21% 0.28% 0.18%
As % of the Processes & Methodologies category 0.24% 0.32% 0.22%
Number of salaries quoted 165 207 153
Median salary £45,000 £50,000 £45,000
Median salary % change year-on-year
-10.00% +11.11%
90% offered a salary of more than £28,850 £27,300 £27,000
10% offered a salary of more than £83,000 £90,000 £67,500
UK excluding London median salary £32,500 £40,000 £39,375
% change year-on-year
-18.75% +1.58%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
83876 95652 97563
As % of all permanent IT jobs located in the UK 88.27% 87.52% 85.33%
Number of salaries quoted 69767 79052 78125
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £30,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Statistical Analysis
Jobs Demand Trend

The demand trend of job ads citing Statistical Analysis as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Statistical Analysis Jobs Demand Trend 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 within the UK.

Statistical Analysis Salary Trend in the UK

Statistical Analysis
Salary Histogram

This chart provides a salary histogram for IT jobs citing Statistical Analysis over the 3 months to 29 September 2016 within the UK.

Statistical Analysis Salary Histogram 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 29 September 2016. 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
(Click see detailed
statistics and trends)
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 -24 197 £45,000 -10.00% 35
London -3 136 £62,500 +19.04% 16
North West +3 23 £32,500 -35.00% 5
City of London +44 21 £58,000 +110.90% 3
South East +44 13 £41,250 -13.15% 3
Manchester - 12 £39,000 -
Cheshire +18 11 £32,500 -35.00% 1
Yorkshire +16 6 £36,250 +3.57%
West Midlands -27 6 £25,000 -32.43% 3
East of England +13 5 £33,750 -25.00% 5
West Yorkshire +7 4 £26,500 -24.28%
East Midlands +3 4 £20,000 -77.77% 1
South West -2 4 £25,729 -32.29% 1
Birmingham -24 4 £25,000 -37.50% 1
Surrey +40 3 £57,500 +19.79%
Hampshire +10 3 £40,000 -11.11%
Chester +8 3 £32,500 - 1
Exeter - 3 £25,729 -
Devon - 3 £25,729 -
Derbyshire +27 2 £20,000 -
Huddersfield +16 2 £26,500 -
Canary Wharf +4 2 - -
Kingston Upon Thames +1 2 £70,000 +47.36%
Cheadle - 2 £30,000 -
Liverpool - 2 £30,000 - 4
Feltham - 2 £41,750 -
Guildford - 2 £50,000 -
Barnet - 2 £35,000 -
Brighton - 2 £31,800 -
East Sussex - 2 £31,800 -

Statistical Analysis
Top 30 Related IT Skills

For the 6 months to 29 September 2016, 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.

1 226 (56.78%) Analytics
2 205 (51.51%) SQL
3 157 (39.45%) Python
4 156 (39.20%) R
5 140 (35.18%) Analytical Skills
6 122 (30.65%) Machine Learning
7 113 (28.39%) Finance
8 104 (26.13%) Statistics
9 103 (25.88%) Data Analytics
10 102 (25.63%) Degree
11 100 (25.13%) Big Data
12 93 (23.37%) Data Analysis
13 90 (22.61%) Visualisation
14 85 (21.36%) Mathematics
14 85 (21.36%) Data Mining
15 82 (20.60%) Hadoop
16 74 (18.59%) Business Intelligence
17 72 (18.09%) Marketing
18 70 (17.59%) SAS
19 68 (17.09%) PhD
20 62 (15.58%) Computer Science
21 61 (15.33%) VBA
21 61 (15.33%) Apache Spark
22 50 (12.56%) Algorithms
22 50 (12.56%) MATLAB
23 48 (12.06%) Microsoft
23 48 (12.06%) MS Excel
24 44 (11.06%) C++
24 44 (11.06%) Amazon AWS
25 43 (10.80%) SPSS

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 70 (17.59%) SAS
2 61 (15.33%) Apache Spark
3 27 (6.78%) Apache Pig
4 13 (3.27%) Apache
5 3 (0.75%) SharePoint
6 2 (0.50%) OpenStack
7 1 (0.25%) Elasticsearch
Applications
1 48 (12.06%) MS Excel
2 43 (10.80%) SPSS
3 30 (7.54%) MS Office
4 19 (4.77%) MS PowerPoint
5 13 (3.27%) MS Visio
6 11 (2.76%) Spreadsheet
7 9 (2.26%) Stata
8 8 (2.01%) MS Project
9 2 (0.50%) CPLEX
9 2 (0.50%) EViews
10 1 (0.25%) S-PLUS
Business Applications
1 4 (1.01%) Dynamics NAV
1 4 (1.01%) FastStats
2 3 (0.75%) Oracle AML
3 2 (0.50%) Aareon QL
3 2 (0.50%) Academy Housing
3 2 (0.50%) Dynamics AX
3 2 (0.50%) Dynamics GP
3 2 (0.50%) Epicor Tropos
3 2 (0.50%) Infor M3
3 2 (0.50%) Infor SunSystems
3 2 (0.50%) MIS ActiveH
3 2 (0.50%) Movex
3 2 (0.50%) Northgate Housing
3 2 (0.50%) OPENHousing
3 2 (0.50%) Orchard Housing
3 2 (0.50%) SAP Business One
3 2 (0.50%) SAP CO
3 2 (0.50%) SAP FI
3 2 (0.50%) SAP FI/CO
3 2 (0.50%) Tesseract
Cloud Services
1 44 (11.06%) Amazon AWS
2 26 (6.53%) Microsoft Azure
3 19 (4.77%) Amazon EC2
3 19 (4.77%) Amazon EMR
3 19 (4.77%) Amazon S3
4 17 (4.27%) Google Analytics
5 11 (2.76%) IBM Cloud
6 4 (1.01%) Google Cloud Platform
7 3 (0.75%) AWS Lambda
8 2 (0.50%) SaaS
9 1 (0.25%) Adobe Analytics
9 1 (0.25%) AdWords
9 1 (0.25%) AWS CloudFormation
9 1 (0.25%) Cloud Computing
9 1 (0.25%) Google Play
9 1 (0.25%) Google Tag Manager
9 1 (0.25%) PaaS
Communications & Networking
1 6 (1.51%) LAN
1 6 (1.51%) SAN
2 4 (1.01%) PPP
2 4 (1.01%) Wi-Fi
2 4 (1.01%) WLAN
3 3 (0.75%) ATM
3 3 (0.75%) Firewall
3 3 (0.75%) Internet
4 2 (0.50%) Cisco ASA
4 2 (0.50%) DSL
4 2 (0.50%) Ethernet
4 2 (0.50%) GLBP
4 2 (0.50%) HSRP
4 2 (0.50%) ISDN
4 2 (0.50%) MPLS
4 2 (0.50%) VRRP
Database & Business Intelligence
1 100 (25.13%) Big Data
2 85 (21.36%) Data Mining
3 82 (20.60%) Hadoop
4 41 (10.30%) SQL Server
5 37 (9.30%) Apache Hive
6 36 (9.05%) PostgreSQL
6 36 (9.05%) Relational Database
7 26 (6.53%) Impala
7 26 (6.53%) MongoDB
8 23 (5.78%) Data Warehouse
9 21 (5.28%) MySQL
10 19 (4.77%) BusinessObjects
11 18 (4.52%) Mahout
11 18 (4.52%) Neo4j
11 18 (4.52%) QlikView
12 17 (4.27%) NoSQL
13 11 (2.76%) SQL Server Reporting Services
14 9 (2.26%) RDBMS
14 9 (2.26%) SQL Server Integration Services
15 8 (2.01%) Amazon Redshift
Development Applications
1 38 (9.55%) Vagrant
2 29 (7.29%) Git (software)
3 18 (4.52%) Jenkins
3 18 (4.52%) Yeoman
4 6 (1.51%) webpack
5 4 (1.01%) SQL Server Management Studio (SSMS)
6 3 (0.75%) JMeter
6 3 (0.75%) LoadRunner
6 3 (0.75%) Talend Open Studio
7 1 (0.25%) Bugzilla
7 1 (0.25%) JIRA
7 1 (0.25%) Visual Studio
General
1 113 (28.39%) Finance
2 72 (18.09%) Marketing
3 38 (9.55%) Retail
4 27 (6.78%) Banking
5 22 (5.53%) Telecoms
6 20 (5.03%) Advertising
6 20 (5.03%) Games
7 15 (3.77%) Legal
7 15 (3.77%) Manufacturing
8 13 (3.27%) Front Office
9 8 (2.01%) Law
10 6 (1.51%) Investment Banking
11 2 (0.50%) Electronics
11 2 (0.50%) Financial Institution
11 2 (0.50%) French Language
11 2 (0.50%) German Language
11 2 (0.50%) Mandarin Language
11 2 (0.50%) Retail Banking
12 1 (0.25%) Back Office
12 1 (0.25%) Welsh Language
Job Titles
1 107 (26.88%) Analyst
2 105 (26.38%) Data Scientist
3 63 (15.83%) Developer
4 48 (12.06%) Data Analyst
5 27 (6.78%) Senior Data Scientist
6 24 (6.03%) Information Officer
6 24 (6.03%) Information Security Officer
6 24 (6.03%) Security Officer
7 21 (5.28%) Consultant
7 21 (5.28%) Senior Analyst
8 19 (4.77%) MATLAB Engineer
9 18 (4.52%) Quantitative Developer
10 17 (4.27%) C# Developer
11 15 (3.77%) Machine Learning Scientist
11 15 (3.77%) SQL Analyst
12 14 (3.52%) Analytics Consultant
12 14 (3.52%) C++ Developer
12 14 (3.52%) Data Consultant
12 14 (3.52%) Machine Learning Engineer
13 13 (3.27%) Insight Analyst
Libraries, Frameworks & Software Standards
1 26 (6.53%) Natural Language Processing
2 20 (5.03%) Lucene
2 20 (5.03%) Pandas
2 20 (5.03%) SciPy
3 19 (4.77%) scikit-learn
4 18 (4.52%) Cascalog
4 18 (4.52%) D3.js
5 12 (3.02%) .NET
5 12 (3.02%) HTML
6 8 (2.01%) Node.js
6 8 (2.01%) React
6 8 (2.01%) XML
7 7 (1.76%) AngularJS
7 7 (1.76%) CSS
7 7 (1.76%) jQuery
8 6 (1.51%) Backbone.js
8 6 (1.51%) Browserify
8 6 (1.51%) Marionette.js
8 6 (1.51%) RequireJS
9 5 (1.26%) HTML5
Miscellaneous
1 140 (35.18%) Analytical Skills
2 104 (26.13%) Statistics
3 90 (22.61%) Visualisation
4 85 (21.36%) Mathematics
5 62 (15.58%) Computer Science
6 50 (12.56%) Algorithms
7 39 (9.80%) Management Information System
8 30 (7.54%) Physics
9 17 (4.27%) Hedge funds
10 15 (3.77%) Economics
10 15 (3.77%) Fintech
10 15 (3.77%) Neural Network
11 14 (3.52%) CUDA
11 14 (3.52%) Data Extraction
12 12 (3.02%) Artificial Intelligence
13 9 (2.26%) Foreign Exchange (FX)
14 7 (1.76%) Derivative
15 6 (1.51%) Private Cloud
15 6 (1.51%) Virtual Team
16 5 (1.26%) Equities
Operating Systems
1 11 (2.76%) Linux
2 6 (1.51%) Unix
3 5 (1.26%) Windows
4 1 (0.25%) Android
4 1 (0.25%) Apple iOS
Processes & Methodologies
1 226 (56.78%) Analytics
2 122 (30.65%) Machine Learning
3 103 (25.88%) Data Analytics
4 93 (23.37%) Data Analysis
5 74 (18.59%) Business Intelligence
6 41 (10.30%) Data Visualisation
6 41 (10.30%) Predictive Modelling
7 40 (10.05%) Open Source
8 34 (8.54%) Big Data Analytics
8 34 (8.54%) Unit Testing
9 33 (8.29%) Data Modelling
9 33 (8.29%) ETL
9 33 (8.29%) Sentiment Analysis
10 32 (8.04%) Data Munging
11 30 (7.54%) Agile Software Development
12 29 (7.29%) Software Engineering
13 28 (7.04%) Information Security
14 26 (6.53%) ISMS
14 26 (6.53%) Time Series Analysis
15 24 (6.03%) Risk Assessment
Programming Languages
1 205 (51.51%) SQL
2 157 (39.45%) Python
3 156 (39.20%) R
4 61 (15.33%) VBA
5 50 (12.56%) MATLAB
6 44 (11.06%) C++
7 41 (10.30%) JavaScript
8 38 (9.55%) Java
9 25 (6.28%) C#
10 22 (5.53%) Clojure
11 20 (5.03%) Bash Shell
12 18 (4.52%) Cypher
13 11 (2.76%) C
13 11 (2.76%) Ruby
14 9 (2.26%) Scala
15 6 (1.51%) T-SQL
15 6 (1.51%) VB
16 4 (1.01%) Shell Script
17 3 (0.75%) Assembly Language
18 2 (0.50%) VBScript
Qualifications
1 102 (25.63%) Degree
2 68 (17.09%) PhD
3 14 (3.52%) Security Cleared
4 12 (3.02%) CISA
4 12 (3.02%) CISSP
5 11 (2.76%) SC Cleared
6 7 (1.76%) CISM
7 4 (1.01%) Postgraduate
8 3 (0.75%) MBA
9 2 (0.50%) CCNA
9 2 (0.50%) Cisco Certification
9 2 (0.50%) MCSE
9 2 (0.50%) Microsoft Certification
9 2 (0.50%) Six Sigma Green Belt
10 1 (0.25%) DBS Check
Quality Assurance & Compliance
1 34 (8.54%) Data Quality
2 28 (7.04%) ISO/IEC 27001
3 24 (6.03%) QA
4 13 (3.27%) ISO27002
5 6 (1.51%) ISO22301
5 6 (1.51%) PCI DSS
6 4 (1.01%) ISO 9000
7 1 (0.25%) COBIT
7 1 (0.25%) HIPAA
7 1 (0.25%) ISO 9001
7 1 (0.25%) ISO20022
7 1 (0.25%) SLA
System Software
1 38 (9.55%) Virtual Machines
2 29 (7.29%) VirtualBox
3 21 (5.28%) Docker
4 2 (0.50%) Active Directory
4 2 (0.50%) Forefront TMG
4 2 (0.50%) Hyper-V
4 2 (0.50%) ISA Server
4 2 (0.50%) UAG
4 2 (0.50%) Virtual Servers
4 2 (0.50%) VMware Infrastructure
5 1 (0.25%) HDFS
Systems Management
1 1 (0.25%) Ansible
1 1 (0.25%) Kibana
1 1 (0.25%) logstash
1 1 (0.25%) Mesos
1 1 (0.25%) MOM
1 1 (0.25%) Puppet
Vendors
1 48 (12.06%) Microsoft
2 35 (8.79%) Tableau
3 24 (6.03%) IBM
4 23 (5.78%) Cloudera
4 23 (5.78%) Oracle
5 20 (5.03%) Google
5 20 (5.03%) Hortonworks
6 19 (4.77%) CA
7 10 (2.51%) MicroStrategy
8 8 (2.01%) Cognos
9 6 (1.51%) Actimize
9 6 (1.51%) Norkom
10 5 (1.26%) Informatica
10 5 (1.26%) NetSuite
10 5 (1.26%) SAP
11 4 (1.01%) Adobe
11 4 (1.01%) Cisco
11 4 (1.01%) Epicor
11 4 (1.01%) Netezza
11 4 (1.01%) ServiceNow
Newry, County Down
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 - £30000.00 per annum
Posted: 1 hour ago
Newry, County Down
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 - £30000.00 per annum
Posted: 1 hour ago
London
Colston Consulting
Salary: £70000 - £100000 per annum, Benefits Excellent benefit and bonus
Posted: 11 hours ago
City, London
Deerfoot IT Resources Ltd
Salary: £50000 - £70000 per annum + Exceptional Benefits
Posted: 4 hours ago
Luton, Bedfordshire
Montash
Salary: £55000 - £65000 per annum + bonus + benefits
Posted: 10 hours ago
London
Parallel Consulting
Salary: £40000 - £80000 per annum + Car allowance
Posted: 5 hours ago
Cardiff, South Glamorgan
Training Sector Resource
Salary: From £45,000 to £65,000 per annum dependant on experience
Posted: 4 hours ago
London
Harrington Starr
Salary: £60000 - £70000 per annum + Benefits + Bonus
Posted: Yesterday
London
Churchill Frank International
Salary: £48000 - £62000 per annum + bonus, benefits, negotiable
Posted: 3 days ago
London
Twenty Recruitment Group
Salary: £65000.00 - £70000.00 per annum
Posted: 3 days ago
City, London
Venturi
Salary: £45000 - £60000 per annum
Posted: 3 days ago
Staffordshire
Churchill Frank International
Salary: £25000 - £30000 per annum
Posted: 3 days ago
Liverpool, Merseyside
Searchability
Salary: £25000 - £30000 per annum + Flexible working, pension, CCV
Posted: Yesterday
Dunstable, Bedfordshire
SPS Resourcing
Salary: From £25,000 to £31,000 per annum including Excellent Bonus & Benefits
Posted: 3 days ago
Darlington
Computer Futures
Salary: competitive
Posted: 7 days ago
London
McGregor Boyall
Salary: £65000 - £75000 per annum
Posted: 6 days ago
Liverpool
Searchability
Posted: 3 days ago
London
Hays London City Cheapside
Salary: £30000.00 - £60000.00 per annum
Posted: 10 days ago
Liverpool
ECOM
Salary: £25000 - £30000 per annum
Posted: 8 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 7 days ago
Edinburgh, Midlothian
Sanderson
Salary: £45000 - £50000 per annum + Car Allowance and Competitive benefits
Posted: 6 days ago
Birmingham
Intouch Games
Salary: £3000 - £20000 per annum + benefits (inc flexi hrs)
Posted: 13 days ago
Halesowen, West Midlands (County)
In touch games
Salary: £3000 - £20000 per annum + benefits (inc flexi hrs)
Posted: 13 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 7 days ago
Twickenham
Hays London City Cheapside
Salary: £50000.00 - £60000.00 per annum
Posted: 21 days ago
Chester
Applause IT Ltd
Salary: £40000 - £60000 per annum + + Great Benefits
Posted: 10 days ago
Bedfordshire
Volt
Posted: 7 days ago
Cambridge
The Wellcome Trust Sanger Institute
Salary: £31033 - £39142 per annum + excellent benefits
Posted: 7 days ago
Cambridge
The Wellcome Trust Sanger Institute
Salary: £31033 - £39142 per annum + excellent benefits
Posted: 7 days ago
City, London
Bloomberg
Posted: 16 days ago