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 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Statistical Analysis
Rank 707 688 723
Rank change year-on-year
-19 +35
Permanent jobs citing Statistical Analysis 205 294 283
As % of all permanent IT jobs located in the UK 0.21% 0.27% 0.24%
As % of the Processes & Methodologies category 0.24% 0.31% 0.28%
Number of salaries quoted 173 186 199
Median salary £52,500 £50,000 £42,500
Median salary % change year-on-year
+5.00% +17.64%
90% offered a salary of more than £30,000 £26,000 £30,900
10% offered a salary of more than £97,500 £85,000 £70,000
UK excluding London median salary £40,000 £40,250 £42,500
% change year-on-year
-0.62% -5.29%

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
86036 95697 100006
As % of all permanent IT jobs located in the UK 87.86% 87.27% 85.36%
Number of salaries quoted 71823 78372 80573
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,000 £31,000
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 30 July 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 30 July 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 -47 201 £55,000 +10.00% 26
London -16 126 £65,000 +13.04% 12
South East +19 29 £40,000 -16.66% 1
City of London +55 19 £65,000 +25.95% 1
Manchester +11 19 £40,000 +14.28% 4
North West +10 19 £40,000 -9.09% 6
East Midlands +1 10 £42,750 -2.28% 1
Hampshire 0 8 £35,000 -30.00%
West Midlands -3 8 £45,000 +5.88% 2
Surrey +31 7 £42,500 -19.04% 1
Yorkshire +39 6 £23,000 -29.23% 3
Northamptonshire +5 6 - -
Northampton +3 6 - -
Romsey - 5 £35,000 -
Stockport - 5 £40,000 - 1
Oxfordshire -11 4 £40,000 +23.07%
West Yorkshire +18 3 £41,500 +27.69% 2
Berkshire -2 3 £50,000 -
Oxford -11 3 £40,000 +23.07%
Camberley - 3 £55,000 -
Cheshire +12 2 £30,000 -40.00% 2
Staffordshire +1 2 £38,750 +80.23% 1
Warwickshire +1 2 £55,000 +33.33% 1
South West -5 2 - -
Birmingham -13 2 £50,000 -
South Wales - 2 £38,750 -
Wales - 2 £38,750 -
Derbyshire - 2 - -
Guildford - 2 £42,500 -
North Yorkshire - 2 £19,625 -

Statistical Analysis
Top 30 Related IT Skills

For the 6 months to 30 July 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.

1 258 (60.56%) Analytics
2 242 (56.81%) SQL
3 170 (39.91%) Analytical Skills
4 158 (37.09%) R
5 148 (34.74%) Python
6 127 (29.81%) Machine Learning
7 115 (27.00%) Visualisation
8 113 (26.53%) Degree
9 108 (25.35%) Statistics
10 106 (24.88%) Big Data
11 104 (24.41%) Data Analysis
12 103 (24.18%) Mathematics
13 100 (23.47%) Data Analytics
14 99 (23.24%) Data Mining
15 92 (21.60%) Business Intelligence
16 88 (20.66%) Finance
17 87 (20.42%) VBA
18 86 (20.19%) SAS
19 81 (19.01%) Hadoop
20 79 (18.54%) PhD
21 78 (18.31%) Data Visualisation
21 78 (18.31%) Marketing
22 68 (15.96%) Computer Science
23 65 (15.26%) Apache Spark
24 59 (13.85%) MATLAB
25 56 (13.15%) Predictive Modelling
26 55 (12.91%) JavaScript
27 50 (11.74%) Amazon AWS
28 49 (11.50%) Vagrant
28 49 (11.50%) Algorithms

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 86 (20.19%) SAS
2 65 (15.26%) Apache Spark
3 36 (8.45%) Apache Pig
4 15 (3.52%) Apache
5 4 (0.94%) SharePoint
6 1 (0.23%) Apache Solr
6 1 (0.23%) Elasticsearch
6 1 (0.23%) Exchange Server 2013
6 1 (0.23%) IIS
6 1 (0.23%) JBoss
6 1 (0.23%) Skype for Business
6 1 (0.23%) Tomcat
6 1 (0.23%) WebLogic
Applications
1 43 (10.09%) SPSS
2 32 (7.51%) MS Excel
3 26 (6.10%) MS Office
4 25 (5.87%) MS PowerPoint
5 14 (3.29%) MS Visio
6 12 (2.82%) Spreadsheet
7 10 (2.35%) MS Project
8 4 (0.94%) Stata
9 2 (0.47%) EViews
10 1 (0.23%) S-PLUS
Business Applications
1 3 (0.70%) FastStats
2 2 (0.47%) Oracle AML
3 1 (0.23%) Cognos TM1
3 1 (0.23%) Dynamics AX
3 1 (0.23%) Dynamics CRM
3 1 (0.23%) Dynamics NAV
3 1 (0.23%) Epicor Tropos
3 1 (0.23%) Infor M3
3 1 (0.23%) Infor SunSystems
3 1 (0.23%) Movex
3 1 (0.23%) SAP Business One
3 1 (0.23%) SAP Oil and Gas
Cloud Services
1 50 (11.74%) Amazon AWS
2 27 (6.34%) Amazon EC2
2 27 (6.34%) Amazon EMR
2 27 (6.34%) Amazon S3
2 27 (6.34%) Microsoft Azure
3 23 (5.40%) Google Analytics
4 3 (0.70%) SaaS
5 2 (0.47%) Cloud Computing
5 2 (0.47%) Google Cloud Platform
5 2 (0.47%) PaaS
6 1 (0.23%) Adobe Analytics
6 1 (0.23%) AWS CloudFormation
6 1 (0.23%) AWS Lambda
6 1 (0.23%) SmartFocus
Communications & Networking
1 5 (1.17%) Firewall
1 5 (1.17%) SAN
2 4 (0.94%) LAN
2 4 (0.94%) PPP
2 4 (0.94%) Wi-Fi
2 4 (0.94%) WLAN
3 2 (0.47%) TCP/IP
4 1 (0.23%) AMQP
4 1 (0.23%) DNS
4 1 (0.23%) FTP
4 1 (0.23%) Internet
Database & Business Intelligence
1 106 (24.88%) Big Data
2 99 (23.24%) Data Mining
3 81 (19.01%) Hadoop
4 46 (10.80%) PostgreSQL
5 43 (10.09%) Apache Hive
6 32 (7.51%) Impala
6 32 (7.51%) SQL Server
7 30 (7.04%) MongoDB
8 28 (6.57%) Neo4j
8 28 (6.57%) Relational Database
9 27 (6.34%) MS Access
10 26 (6.10%) Mahout
10 26 (6.10%) NoSQL
11 18 (4.23%) BusinessObjects
12 17 (3.99%) QlikView
13 15 (3.52%) Data Warehouse
14 13 (3.05%) SQL Server Reporting Services
15 11 (2.58%) SQL Server Integration Services
16 8 (1.88%) SQL Server Analysis Services
17 7 (1.64%) Power BI
Development Applications
1 49 (11.50%) Vagrant
2 42 (9.86%) Git (software)
3 25 (5.87%) Jenkins
3 25 (5.87%) Yeoman
4 2 (0.47%) SQL Server Management Studio (SSMS)
5 1 (0.23%) Synon
5 1 (0.23%) Talend Open Studio
5 1 (0.23%) Visual Studio
General
1 88 (20.66%) Finance
2 78 (18.31%) Marketing
3 48 (11.27%) Retail
4 32 (7.51%) Telecoms
5 29 (6.81%) Banking
6 24 (5.63%) Advertising
6 24 (5.63%) Games
7 20 (4.69%) Legal
7 20 (4.69%) Manufacturing
8 15 (3.52%) Front Office
9 8 (1.88%) Law
10 2 (0.47%) Back Office
10 2 (0.47%) Billing
10 2 (0.47%) General Ledger
10 2 (0.47%) Investment Banking
10 2 (0.47%) Retail Banking
11 1 (0.23%) Electronics
11 1 (0.23%) Financial Institution
11 1 (0.23%) French Language
11 1 (0.23%) International Banking
Job Titles
1 121 (28.40%) Analyst
2 99 (23.24%) Data Scientist
3 78 (18.31%) Developer
4 55 (12.91%) Data Analyst
5 28 (6.57%) Information Officer
5 28 (6.57%) Information Security Officer
5 28 (6.57%) Security Officer
6 22 (5.16%) Senior Data Scientist
7 21 (4.93%) Consultant
8 20 (4.69%) Insight Analyst
8 20 (4.69%) Senior Analyst
9 19 (4.46%) SQL Analyst
10 18 (4.23%) Analytics Consultant
10 18 (4.23%) C# Developer
11 17 (3.99%) Data Analytics Consultant
11 17 (3.99%) Data Consultant
11 17 (3.99%) Machine Learning Scientist
11 17 (3.99%) Quantitative Developer
12 16 (3.76%) MATLAB Engineer
12 16 (3.76%) SAS Analyst
Libraries, Frameworks & Software Standards
1 34 (7.98%) Natural Language Processing
2 30 (7.04%) SciPy
3 28 (6.57%) scikit-learn
4 27 (6.34%) D3.js
4 27 (6.34%) Pandas
5 25 (5.87%) Cascalog
6 23 (5.40%) Lucene
7 15 (3.52%) .NET
8 9 (2.11%) HTML
9 8 (1.88%) XML
10 7 (1.64%) SparkR
11 6 (1.41%) AngularJS
12 5 (1.17%) Boost C++ Libraries
12 5 (1.17%) Middleware
12 5 (1.17%) STL
13 4 (0.94%) Twitter Bootstrap
14 3 (0.70%) FIX Protocol
14 3 (0.70%) JSON
14 3 (0.70%) MDX
14 3 (0.70%) NumPy
Miscellaneous
1 170 (39.91%) Analytical Skills
2 115 (27.00%) Visualisation
3 108 (25.35%) Statistics
4 103 (24.18%) Mathematics
5 68 (15.96%) Computer Science
6 49 (11.50%) Algorithms
7 44 (10.33%) Management Information System
8 37 (8.69%) Physics
9 26 (6.10%) Hedge funds
10 16 (3.76%) Fintech
11 13 (3.05%) Economics
11 13 (3.05%) Foreign Exchange (FX)
12 12 (2.82%) Artificial Intelligence
12 12 (2.82%) Neural Network
13 11 (2.58%) CUDA
14 9 (2.11%) User Experience
15 8 (1.88%) Data Extraction
15 8 (1.88%) Equities
16 6 (1.41%) Derivative
16 6 (1.41%) Mobile Games
Operating Systems
1 16 (3.76%) Linux
2 8 (1.88%) Windows
3 6 (1.41%) Apple iOS
4 5 (1.17%) Unix
5 1 (0.23%) Windows 7
5 1 (0.23%) Windows Server
5 1 (0.23%) Windows Server 2003
5 1 (0.23%) Windows Server 2008
Processes & Methodologies
1 258 (60.56%) Analytics
2 127 (29.81%) Machine Learning
3 104 (24.41%) Data Analysis
4 100 (23.47%) Data Analytics
5 92 (21.60%) Business Intelligence
6 78 (18.31%) Data Visualisation
7 56 (13.15%) Predictive Modelling
8 45 (10.56%) Open Source
9 44 (10.33%) Data Munging
10 42 (9.86%) Unit Testing
11 39 (9.15%) Big Data Analytics
12 35 (8.22%) Software Engineering
13 34 (7.98%) Operations Research
14 32 (7.51%) Information Security
15 31 (7.28%) Statistical Modelling
16 30 (7.04%) Data Modelling
16 30 (7.04%) Time Series Analysis
17 29 (6.81%) ISMS
17 29 (6.81%) Risk Assessment
17 29 (6.81%) Stakeholder Engagement
Programming Languages
1 242 (56.81%) SQL
2 158 (37.09%) R
3 148 (34.74%) Python
4 87 (20.42%) VBA
5 59 (13.85%) MATLAB
6 55 (12.91%) JavaScript
7 47 (11.03%) C++
8 44 (10.33%) Java
9 32 (7.51%) Clojure
10 30 (7.04%) C#
11 26 (6.10%) Bash Shell
12 15 (3.52%) Ruby
13 8 (1.88%) C
13 8 (1.88%) Scala
14 6 (1.41%) T-SQL
14 6 (1.41%) VB
15 4 (0.94%) Assembly Language
16 3 (0.70%) Perl
16 3 (0.70%) PL/SQL
16 3 (0.70%) VBScript
Qualifications
1 113 (26.53%) Degree
2 79 (18.54%) PhD
3 14 (3.29%) SC Cleared
3 14 (3.29%) Security Cleared
4 10 (2.35%) CISSP
5 8 (1.88%) CISA
6 4 (0.94%) MBA
6 4 (0.94%) Postgraduate
7 3 (0.70%) CISM
7 3 (0.70%) Six Sigma Green Belt
8 2 (0.47%) ITIL Certification
9 1 (0.23%) DBS Check
Quality Assurance & Compliance
1 47 (11.03%) QA
2 31 (7.28%) ISO/IEC 27001
3 17 (3.99%) ISO27002
4 7 (1.64%) Data Quality
4 7 (1.64%) PCI DSS
5 6 (1.41%) Actionable Recommendations
5 6 (1.41%) ISO22301
6 4 (0.94%) ISO 9000
7 3 (0.70%) ISO 9001
8 2 (0.47%) SLA
9 1 (0.23%) HIPAA
9 1 (0.23%) ISO20022
System Software
1 48 (11.27%) Virtual Machines
2 42 (9.86%) VirtualBox
3 25 (5.87%) Docker
4 1 (0.23%) Active Directory
4 1 (0.23%) Firmware
4 1 (0.23%) HDFS
4 1 (0.23%) VMware Infrastructure
Systems Management
1 1 (0.23%) Ansible
1 1 (0.23%) EMC NetWorker
1 1 (0.23%) Hadoop YARN
1 1 (0.23%) Kibana
1 1 (0.23%) Kubernetes
1 1 (0.23%) logstash
1 1 (0.23%) Mesos
1 1 (0.23%) MOM
1 1 (0.23%) Puppet
Vendors
1 43 (10.09%) Microsoft
2 33 (7.75%) Google
3 27 (6.34%) Tableau
4 25 (5.87%) IBM
5 24 (5.63%) Hortonworks
6 23 (5.40%) CA
6 23 (5.40%) Cloudera
7 15 (3.52%) Oracle
8 13 (3.05%) MicroStrategy
9 10 (2.35%) Minitab
10 7 (1.64%) Cognos
11 4 (0.94%) NetSuite
11 4 (0.94%) ServiceNow
11 4 (0.94%) Twitter
12 3 (0.70%) Informatica
13 2 (0.47%) Computacenter
13 2 (0.47%) EMC
13 2 (0.47%) HP
13 2 (0.47%) Intel Security
13 2 (0.47%) Netezza
Manchester, Lancashire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £35000 - £45000 Per Annum + Benefits
Posted: 22 hours ago
London
McGregor Boyall
Salary: £70000 - £75000 per annum
Posted: 23 hours ago
Stoke-On-Trent, Staffordshire
Uniting Ambition
Salary: £20k - 30k per year
Posted: 4 days ago
City, London
Networking People
Salary: £30000 - £60000 per annum + Profit Share Scheme + Benefits
Posted: 2 days ago
London
Informatiq Consulting
Salary: excellent salary + very attractive benefits
Posted: 5 days ago
Oldham
Capita Internal Resourcing
Salary: Benefits
Posted: 9 days ago
Nottingham, Nottinghamshire
Oscar
Salary: £40000 - £45000 per annum + Excellent Benefits!
Posted: 4 days ago
Halstead, Essex
Agentis Solution
Salary: From £45,000 to £55,000 per annum
Posted: 7 days ago
Stockport, Cheshire
Searchability
Salary: £40000 - £45000 per annum + benefits
Posted: 5 days ago
Irlam (Relocating to Salford Quays from April...
Talk Talk Group PLC
Salary: Competitive
Posted: 9 days ago
Chester, Cheshire
Opus IT Consulting
Salary: £0.00 per annum
Posted: 3 days ago
Leeds
Capita plc
Salary: £30000 - £34000 per annum + Benefits
Posted: 12 days ago
London
Michael Page Technology
Salary: £25000 - £26000 per annum
Posted: 8 days ago
Chester
Applause IT Ltd
Salary: £30000 - £35000 per annum + + Great Benefits
Posted: 11 days ago
London
ABILITY Resorucing Ltd
Salary: £50000 - £65000 per annum + Options (Early Stage)
Posted: 16 days ago
South West London
Evolution Recruitment Solutions
Salary: 55,000 plus beneifts
Posted: 5 days ago
London
Client Server
Salary: £80,000 to £110,000 + bonus + benefits
Posted: 15 days ago
Rotherham
Capita plc
Salary: £30000 - £34000 per annum + Benefits
Posted: 26 days ago
Warwick
Computer Futures
Salary: competitive
Posted: 15 days ago
London
Capgemini
Salary: Competitive
Posted: 24 days ago
London
Oho Group Ltd.
Salary: £25000 - £40000 per annum, Benefits Bonus & Excellent Benefits
Posted: 4 days ago