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 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Statistical Analysis
Rank 660 766 781
Rank change year-on-year
+106 +15
Permanent jobs citing Statistical Analysis 217 219 194
As % of all permanent IT jobs located in the UK 0.24% 0.20% 0.17%
As % of the Processes & Methodologies category 0.27% 0.23% 0.20%
Number of salaries quoted 181 170 146
Median salary £45,000 £52,500 £48,500
Median salary % change year-on-year
-14.28% +8.24%
90% offered a salary of more than £25,437 £30,000 £29,800
10% offered a salary of more than £85,000 £90,000 £75,000
UK excluding London median salary £37,500 £37,000 £40,000
% change year-on-year
+1.35% -7.50%

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
79346 93895 96993
As % of all permanent IT jobs located in the UK 88.09% 87.52% 85.72%
Number of salaries quoted 65361 77586 79710
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 £31,028
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 7 December 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 7 December 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 +92 209 £45,000 -14.28% 39
London +27 112 £70,000 +16.66% 24
South East +84 35 £40,000 -13.97% 3
City of London +35 16 £76,250 +1.66% 5
Yorkshire +23 15 £37,500 +3.44% 4
North West -3 14 £34,000 +51.11% 2
Hampshire +18 13 £40,000 -11.11%
East of England +17 13 £35,000 -30.00% 4
Berkshire +58 9 £80,000 +88.23% 1
Cheshire +28 9 £34,000 +52.80% 2
South West +18 9 £25,729 -39.46% 1
West Yorkshire +35 8 £35,000 - 2
Surrey +22 8 £57,500 +35.29% 1
Cambridgeshire +15 8 £35,000 -6.66% 4
West Midlands -21 8 £33,250 +22.01% 1
Leeds +37 6 £35,000 -6.66%
Peterborough - 6 £33,750 -
Guildford +31 5 £60,000 -
Birmingham -12 5 £25,000 -16.66%
Bedfordshire +7 4 £26,000 -
Manchester -4 4 £40,000 +33.33%
Devon - 4 £35,365 - 1
Exeter - 4 £35,365 - 1
Chester - 4 £37,500 - 1
Hull +3 3 £45,000 +5.88%
South Wales +2 3 £50,000 - 1
East Yorkshire +1 3 £45,000 +5.88%
East Midlands +1 3 £45,000 +20.00%
Wales -9 3 £50,000 - 1
Northern Ireland - 3 £27,500 - 1

Statistical Analysis
Top 30 Related IT Skills

For the 6 months to 7 December 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.

1 212 (50.60%) Analytics
2 183 (43.68%) SQL
3 168 (40.10%) Python
4 155 (36.99%) R
5 142 (33.89%) Analytical Skills
6 136 (32.46%) Finance
7 115 (27.45%) Degree
8 113 (26.97%) Statistics
9 106 (25.30%) Machine Learning
10 89 (21.24%) Big Data
11 88 (21.00%) Computer Science
12 86 (20.53%) Hadoop
13 85 (20.29%) Mathematics
13 85 (20.29%) Data Analysis
14 82 (19.57%) SAS
15 81 (19.33%) Data Analytics
16 80 (19.09%) Marketing
17 77 (18.38%) Data Mining
18 68 (16.23%) Visualisation
19 66 (15.75%) MS Excel
20 63 (15.04%) PhD
20 63 (15.04%) Apache Spark
21 60 (14.32%) Business Intelligence
22 58 (13.84%) Algorithms
23 53 (12.65%) VBA
24 50 (11.93%) Microsoft
24 50 (11.93%) Data Quality
25 49 (11.69%) MATLAB
26 48 (11.46%) C++
27 45 (10.74%) Predictive Modelling

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 82 (19.57%) SAS
2 63 (15.04%) Apache Spark
3 19 (4.53%) Apache Pig
4 14 (3.34%) Apache
5 4 (0.95%) SharePoint
6 3 (0.72%) Elasticsearch
7 2 (0.48%) OpenStack
8 1 (0.24%) Confluence
8 1 (0.24%) IIS
Applications
1 66 (15.75%) MS Excel
2 44 (10.50%) SPSS
3 29 (6.92%) MS Office
4 23 (5.49%) MS PowerPoint
5 12 (2.86%) Stata
6 9 (2.15%) MS Visio
7 8 (1.91%) Spreadsheet
8 4 (0.95%) MS Project
9 2 (0.48%) CPLEX
9 2 (0.48%) EViews
10 1 (0.24%) S-PLUS
Business Applications
1 6 (1.43%) FastStats
2 4 (0.95%) Data Workbench
2 4 (0.95%) Dynamics NAV
3 3 (0.72%) Oracle AML
4 2 (0.48%) Aareon QL
4 2 (0.48%) Academy Housing
4 2 (0.48%) Dynamics AX
4 2 (0.48%) Dynamics GP
4 2 (0.48%) Epicor Tropos
4 2 (0.48%) Infor M3
4 2 (0.48%) Infor SunSystems
4 2 (0.48%) MIS ActiveH
4 2 (0.48%) Movex
4 2 (0.48%) Northgate Housing
4 2 (0.48%) OPENHousing
4 2 (0.48%) Orchard Housing
4 2 (0.48%) SAP Business One
4 2 (0.48%) SAP CO
4 2 (0.48%) SAP FI/CO
4 2 (0.48%) Tesseract
Cloud Services
1 30 (7.16%) Amazon AWS
2 20 (4.77%) Microsoft Azure
3 16 (3.82%) Google Analytics
4 12 (2.86%) Amazon EC2
5 11 (2.63%) Amazon EMR
5 11 (2.63%) Amazon S3
6 4 (0.95%) IBM Cloud
7 3 (0.72%) Adobe Analytics
8 2 (0.48%) AWS Lambda
8 2 (0.48%) Google Cloud Platform
9 1 (0.24%) AdWords
9 1 (0.24%) Amazon Kinesis
9 1 (0.24%) Google Play
9 1 (0.24%) Google Tag Manager
9 1 (0.24%) Office 365
9 1 (0.24%) PaaS
Communications & Networking
1 11 (2.63%) ATM
2 10 (2.39%) DSL
2 10 (2.39%) Ethernet
2 10 (2.39%) GLBP
2 10 (2.39%) HSRP
2 10 (2.39%) ISDN
2 10 (2.39%) LAN
2 10 (2.39%) MPLS
2 10 (2.39%) VRRP
3 6 (1.43%) Cisco ASA
3 6 (1.43%) Firewall
3 6 (1.43%) SAN
4 4 (0.95%) Internet
5 1 (0.24%) MIMO
5 1 (0.24%) OFDM
5 1 (0.24%) SMS
5 1 (0.24%) Wireless
Database & Business Intelligence
1 89 (21.24%) Big Data
2 86 (20.53%) Hadoop
3 77 (18.38%) Data Mining
4 42 (10.02%) SQL Server
5 35 (8.35%) Relational Database
6 29 (6.92%) Apache Hive
7 24 (5.73%) MySQL
8 22 (5.25%) Data Warehouse
9 21 (5.01%) PostgreSQL
10 18 (4.30%) Impala
10 18 (4.30%) MongoDB
11 17 (4.06%) QlikView
12 13 (3.10%) Neo4j
12 13 (3.10%) Spotfire
13 12 (2.86%) Mahout
13 12 (2.86%) SQL Server Integration Services
14 10 (2.39%) SQL Server Reporting Services
15 9 (2.15%) NoSQL
15 9 (2.15%) SQL Server Analysis Services
15 9 (2.15%) Text Mining
Development Applications
1 22 (5.25%) Vagrant
2 15 (3.58%) Git (software)
3 11 (2.63%) Jenkins
3 11 (2.63%) Yeoman
4 6 (1.43%) webpack
5 3 (0.72%) JMeter
5 3 (0.72%) LoadRunner
6 2 (0.48%) SQL Server Management Studio (SSMS)
6 2 (0.48%) Talend Open Studio
7 1 (0.24%) Bugzilla
7 1 (0.24%) JIRA
7 1 (0.24%) Visual Studio
General
1 136 (32.46%) Finance
2 80 (19.09%) Marketing
3 37 (8.83%) Banking
4 31 (7.40%) Retail
5 24 (5.73%) Front Office
6 20 (4.77%) Advertising
7 14 (3.34%) Games
7 14 (3.34%) Telecoms
8 12 (2.86%) Manufacturing
9 9 (2.15%) Legal
10 8 (1.91%) Investment Banking
11 7 (1.67%) Pharmaceutical
12 5 (1.19%) Law
13 4 (0.95%) Electronics
13 4 (0.95%) Financial Institution
14 3 (0.72%) Mandarin Language
14 3 (0.72%) Publishing
15 2 (0.48%) French Language
15 2 (0.48%) German Language
15 2 (0.48%) Retail Banking
Job Titles
1 129 (30.79%) Analyst
2 109 (26.01%) Data Scientist
3 58 (13.84%) Data Analyst
4 57 (13.60%) Developer
5 33 (7.88%) Senior Data Scientist
6 29 (6.92%) Consultant
7 23 (5.49%) Quantitative Developer
8 19 (4.53%) C++ Developer
9 18 (4.30%) Senior Analyst
10 16 (3.82%) C++ Quantitative Developer
11 15 (3.58%) SQL Analyst
12 14 (3.34%) Python Developer
12 14 (3.34%) SAS Analyst
13 13 (3.10%) Analytics Consultant
13 13 (3.10%) C# Developer
13 13 (3.10%) SQL Data Analyst
14 12 (2.86%) Data Consultant
14 12 (2.86%) Insight Analyst
15 11 (2.63%) Data Analytics Consultant
15 11 (2.63%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 16 (3.82%) Natural Language Processing
1 16 (3.82%) Pandas
2 13 (3.10%) SciPy
3 12 (2.86%) D3.js
4 11 (2.63%) Cascalog
4 11 (2.63%) Lucene
4 11 (2.63%) scikit-learn
5 10 (2.39%) HTML
6 8 (1.91%) .NET
6 8 (1.91%) Node.js
6 8 (1.91%) React
7 7 (1.67%) Boost C++ Libraries
7 7 (1.67%) CSS
7 7 (1.67%) jQuery
7 7 (1.67%) STL
8 6 (1.43%) Backbone.js
8 6 (1.43%) Browserify
8 6 (1.43%) Marionette.js
8 6 (1.43%) RequireJS
9 5 (1.19%) HTML5
Miscellaneous
1 142 (33.89%) Analytical Skills
2 113 (26.97%) Statistics
3 88 (21.00%) Computer Science
4 85 (20.29%) Mathematics
5 68 (16.23%) Visualisation
6 58 (13.84%) Algorithms
7 41 (9.79%) Physics
8 20 (4.77%) Economics
9 18 (4.30%) Management Information System
10 17 (4.06%) Data Extraction
11 11 (2.63%) Neural Network
12 9 (2.15%) Data Structures
12 9 (2.15%) Derivative
13 8 (1.91%) Credit Risk
13 8 (1.91%) Foreign Exchange (FX)
14 7 (1.67%) CUDA
14 7 (1.67%) Hedge funds
15 6 (1.43%) Artificial Intelligence
15 6 (1.43%) Private Cloud
15 6 (1.43%) Social Media
Operating Systems
1 17 (4.06%) Linux
2 13 (3.10%) Windows
3 9 (2.15%) Unix
4 1 (0.24%) Android
4 1 (0.24%) Apple iOS
Processes & Methodologies
1 212 (50.60%) Analytics
2 106 (25.30%) Machine Learning
3 85 (20.29%) Data Analysis
4 81 (19.33%) Data Analytics
5 60 (14.32%) Business Intelligence
6 45 (10.74%) Predictive Modelling
7 36 (8.59%) Data Modelling
8 34 (8.11%) Agile Software Development
9 32 (7.64%) Open Source
10 31 (7.40%) ETL
11 30 (7.16%) Time Series Analysis
12 29 (6.92%) Statistical Modelling
13 28 (6.68%) E-Commerce
14 27 (6.44%) Data Visualisation
15 25 (5.97%) Data Architecture
16 23 (5.49%) SDLC
17 22 (5.25%) Software Engineering
17 22 (5.25%) Unit Testing
18 21 (5.01%) Big Data Analytics
19 20 (4.77%) Data Governance
Programming Languages
1 183 (43.68%) SQL
2 168 (40.10%) Python
3 155 (36.99%) R
4 53 (12.65%) VBA
5 49 (11.69%) MATLAB
6 48 (11.46%) C++
7 30 (7.16%) Java
8 26 (6.21%) C#
8 26 (6.21%) JavaScript
9 19 (4.53%) Scala
10 18 (4.30%) C
11 13 (3.10%) Bash Shell
11 13 (3.10%) Clojure
12 11 (2.63%) Cypher
13 9 (2.15%) Shell Script
14 7 (1.67%) Ruby
15 6 (1.43%) T-SQL
16 2 (0.48%) Perl
16 2 (0.48%) PL/SQL
16 2 (0.48%) VB
Qualifications
1 115 (27.45%) Degree
2 63 (15.04%) PhD
3 17 (4.06%) Security Cleared
4 14 (3.34%) SC Cleared
5 10 (2.39%) CISA
6 9 (2.15%) CISSP
7 8 (1.91%) CISM
8 6 (1.43%) CCNA
8 6 (1.43%) Cisco Certification
8 6 (1.43%) MCSE
8 6 (1.43%) Microsoft Certification
9 3 (0.72%) MBA
10 2 (0.48%) CRISC
10 2 (0.48%) Six Sigma Green Belt
Quality Assurance & Compliance
1 50 (11.93%) Data Quality
2 20 (4.77%) QA
3 15 (3.58%) ISO/IEC 27001
4 7 (1.67%) ISO27002
5 4 (0.95%) COBIT
6 2 (0.48%) GCP
6 2 (0.48%) GLP
7 1 (0.24%) ISO20022
System Software
1 22 (5.25%) Virtual Machines
2 15 (3.58%) VirtualBox
3 11 (2.63%) Docker
4 6 (1.43%) Active Directory
4 6 (1.43%) Forefront TMG
4 6 (1.43%) Hyper-V
4 6 (1.43%) ISA Server
4 6 (1.43%) UAG
4 6 (1.43%) Virtual Servers
4 6 (1.43%) VMware Infrastructure
5 1 (0.24%) HDFS
Systems Management
1 1 (0.24%) MOM
Vendors
1 50 (11.93%) Microsoft
2 30 (7.16%) Tableau
3 19 (4.53%) Google
3 19 (4.53%) Oracle
4 16 (3.82%) Cisco
5 14 (3.34%) Cloudera
6 13 (3.10%) IBM
7 11 (2.63%) Hortonworks
8 10 (2.39%) Juniper
9 9 (2.15%) Adobe
9 9 (2.15%) CA
10 7 (1.67%) Netezza
11 6 (1.43%) Actimize
11 6 (1.43%) Dell
11 6 (1.43%) HP
11 6 (1.43%) Lavastorm
11 6 (1.43%) Minitab
11 6 (1.43%) Norkom
11 6 (1.43%) Teradata
11 6 (1.43%) VMware
Keighley, West Yorkshire
Reed Technology
Salary: £22000 - £26000 per annum
Posted: 5 hours ago
City, London
Nice Systems Uk Ltd
Salary: Excellent Salary + Bonus & Benefits
Posted: 2 hours ago
London
HFG
Salary: £40000 - £60000 per annum
Posted: Yesterday
Exeter, Devon
Provide Consulting Ltd
Posted: Yesterday
Abingdon, Oxfordshire
AFerry
Salary: From £25,000 to £40,000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
Technical Futures
Salary: From £45,000 to £50,000 per annum + Excellent Benefits
Posted: 2 days ago
Coventry
Churchill Frank
Salary: £30000 - £40000 per annum + Bonus
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: CW23256
Posted: Yesterday
London
Parallel Consulting
Salary: £50000 - £60000 per annum + £5,000 Car Allowance
Posted: 5 days ago
City, London
Quant Capital
Salary: Up to £85,000 per annum +benefits
Posted: Yesterday
Sheffield, South Yorkshire
Searchability
Salary: £35000 - £40000 per annum + benefits
Posted: 4 days ago
Central London / West End
Intelletec
Salary: From £40,000 to £50,000 per annum depending on experience
Posted: 6 days ago
London
Computer Futures
Salary: £55000 - £70000 per annum + competitive
Posted: 6 days ago
Warrington, Cheshire
Sanderson
Salary: £20000.00 - £30000.00 per annum
Posted: 5 days ago
Central London / West End
Client Server
Salary: £90k to £110k + bonus (c100%)
Posted: Yesterday
Sheffield, South Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £20166.00 - £23166.00 per annum + Public Sector benefits
Posted: 5 days ago
Central London
Savvy Recruitment
Salary: £40,000 - £50,000 per year
Posted: 6 days ago
London
Robert Walters UK
Salary: £75000 - £95000 per annum
Posted: Yesterday
Central London
Savvy Recruitment
Salary: £25,000 - £35,000 per year
Posted: 7 days ago
City, London
Miller Maxwell Ltd
Salary: Flexible Salary + Excellent Bonus's
Posted: 23 hours ago
City of London
Cititec Associates Limited
Salary: £40000 - £50000 per annum + Benefits
Posted: 8 days ago
London
Square One Resources
Salary: From £70,000 to £75,000 per annum + Bonus/Benefits
Posted: 5 days ago
London
Hays London City Cheapside
Salary: £35000.00 - £45000.00 per annum
Posted: 12 days ago
Chester, Cheshire
Applause IT Innovation
Salary: £36000 - £43000 per annum + + Great Benefits
Posted: 5 days ago
Cambridge
The Wellcome Trust Sanger Institute
Salary: £31115 - £39004 per annum + excellent benefits
Posted: 6 days ago
London
Square One Resources
Salary: From £60,000 to £70,000 per annum + Bonus/Benefits
Posted: 6 days ago
London
Churchill Frank
Salary: £45000 - £55000 per annum + Bonus + Pension + Benefits
Posted: 20 days ago
South Wales
People Source Consulting
Salary: £350 - £400 per day
Posted: 6 days ago
London
Client Server
Salary: £90000 - £110000 per annum + bonus
Posted: 12 days ago