The table below looks at the statistics for Statistical Analysis skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Statistical Analysis over the 3 months to 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Statistical Analysis
Rank 698 642 748
Rank change year-on-year
-56 +106
Permanent jobs citing Statistical Analysis 189 291 202
As % of all permanent IT jobs located in England 0.21% 0.29% 0.19%
As % of the Processes & Methodologies category 0.24% 0.33% 0.22%
Number of salaries quoted 158 202 147
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 £29,100 £27,500 £27,000
10% offered a salary of more than £82,500 £89,500 £68,750
UK excluding London median salary £32,500 £40,000 £40,000
% change year-on-year
-18.75% -
Statistical Analysis
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
79462 88351 91210
As % of all permanent IT jobs located in England 88.28% 87.40% 85.37%
Number of salaries quoted 66744 73779 73679
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £30,500
10% offered a salary of more than £80,000 £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 in England

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

Statistical Analysis Jobs Demand Trend in England

Statistical Analysis
Salary Trend in England

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

Statistical Analysis Salary Trend in England

Statistical Analysis
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Statistical Analysis across the England region over the 3 months to 26 September 2016.

Statistical Analysis Salary Histogram in England

Statistical Analysis
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Analysis within the England region over the 3 months to 26 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
London -5 134 £60,000 +14.28% 17
North West +16 21 £32,500 -35.00% 6
South East +29 13 £37,500 -21.05%
East Midlands +7 5 £32,500 -63.88% 1
East of England +21 4 £33,750 -25.00% 4
Yorkshire +7 4 £32,750 -6.42% 2
South West -16 4 £25,729 -32.29%
West Midlands -22 4 £25,000 -32.43% 3
Statistical Analysis
UK

Statistical Analysis
Top 30 Related IT Skills in England

For the 6 months to 26 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 across the England region with a requirement for Statistical Analysis.

1 224 (58.49%) Analytics
2 201 (52.48%) SQL
3 157 (40.99%) Python
4 156 (40.73%) R
5 140 (36.55%) Analytical Skills
6 122 (31.85%) Machine Learning
7 108 (28.20%) Finance
8 102 (26.63%) Data Analytics
9 101 (26.37%) Big Data
10 100 (26.11%) Statistics
11 94 (24.54%) Degree
12 90 (23.50%) Visualisation
12 90 (23.50%) Data Analysis
13 83 (21.67%) Hadoop
13 83 (21.67%) Mathematics
14 82 (21.41%) Data Mining
15 72 (18.80%) Marketing
16 70 (18.28%) SAS
17 69 (18.02%) Business Intelligence
18 68 (17.75%) PhD
19 62 (16.19%) Apache Spark
20 61 (15.93%) Computer Science
21 57 (14.88%) VBA
22 50 (13.05%) Algorithms
23 49 (12.79%) MATLAB
24 46 (12.01%) Amazon AWS
25 44 (11.49%) SPSS
25 44 (11.49%) C++
26 43 (11.23%) Predictive Modelling
27 41 (10.70%) Open Source

Statistical Analysis
Top Related IT Skills in England 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 (18.28%) SAS
2 62 (16.19%) Apache Spark
3 28 (7.31%) Apache Pig
4 13 (3.39%) Apache
5 2 (0.52%) OpenStack
5 2 (0.52%) SharePoint
6 1 (0.26%) Elasticsearch
Applications
1 44 (11.49%) SPSS
2 38 (9.92%) MS Excel
3 26 (6.79%) MS Office
4 17 (4.44%) MS PowerPoint
5 13 (3.39%) MS Visio
6 10 (2.61%) Spreadsheet
7 8 (2.09%) MS Project
7 8 (2.09%) Stata
8 2 (0.52%) CPLEX
8 2 (0.52%) EViews
9 1 (0.26%) S-PLUS
Business Applications
1 4 (1.04%) Dynamics NAV
1 4 (1.04%) FastStats
2 3 (0.78%) Oracle AML
3 2 (0.52%) Aareon QL
3 2 (0.52%) Academy Housing
3 2 (0.52%) Dynamics AX
3 2 (0.52%) Dynamics GP
3 2 (0.52%) Epicor Tropos
3 2 (0.52%) Exchequer
3 2 (0.52%) Infor M3
3 2 (0.52%) Infor SunSystems
3 2 (0.52%) MIS ActiveH
3 2 (0.52%) Northgate Housing
3 2 (0.52%) OPENHousing
3 2 (0.52%) Oracle Financials
3 2 (0.52%) Orchard Housing
3 2 (0.52%) Pegasus Opera
3 2 (0.52%) SAP Business One
3 2 (0.52%) SAP FI
3 2 (0.52%) Unit4 Business World
Cloud Services
1 46 (12.01%) Amazon AWS
2 26 (6.79%) Microsoft Azure
3 20 (5.22%) Amazon EC2
3 20 (5.22%) Amazon EMR
3 20 (5.22%) Amazon S3
4 18 (4.70%) Google Analytics
5 12 (3.13%) IBM Cloud
6 4 (1.04%) Google Cloud Platform
7 3 (0.78%) AWS Lambda
8 2 (0.52%) SaaS
9 1 (0.26%) Adobe Analytics
9 1 (0.26%) AdWords
9 1 (0.26%) AWS CloudFormation
9 1 (0.26%) Cloud Computing
9 1 (0.26%) Google Play
9 1 (0.26%) Google Tag Manager
9 1 (0.26%) PaaS
Communications & Networking
1 6 (1.57%) LAN
2 4 (1.04%) PPP
2 4 (1.04%) SAN
2 4 (1.04%) Wi-Fi
2 4 (1.04%) WLAN
3 3 (0.78%) Internet
4 2 (0.52%) ATM
4 2 (0.52%) DSL
4 2 (0.52%) Ethernet
4 2 (0.52%) GLBP
4 2 (0.52%) HSRP
4 2 (0.52%) ISDN
4 2 (0.52%) MPLS
4 2 (0.52%) VRRP
5 1 (0.26%) Firewall
Database & Business Intelligence
1 101 (26.37%) Big Data
2 83 (21.67%) Hadoop
3 82 (21.41%) Data Mining
4 38 (9.92%) Apache Hive
4 38 (9.92%) PostgreSQL
5 35 (9.14%) Relational Database
6 33 (8.62%) SQL Server
7 27 (7.05%) Impala
7 27 (7.05%) MongoDB
8 21 (5.48%) Data Warehouse
9 19 (4.96%) Mahout
9 19 (4.96%) MySQL
9 19 (4.96%) Neo4j
10 18 (4.70%) NoSQL
10 18 (4.70%) QlikView
11 17 (4.44%) BusinessObjects
12 9 (2.35%) RDBMS
12 9 (2.35%) SQL Server Integration Services
12 9 (2.35%) SQL Server Reporting Services
13 8 (2.09%) Amazon Redshift
Development Applications
1 40 (10.44%) Vagrant
2 31 (8.09%) Git (software)
3 19 (4.96%) Jenkins
3 19 (4.96%) Yeoman
4 6 (1.57%) webpack
5 3 (0.78%) JMeter
5 3 (0.78%) LoadRunner
5 3 (0.78%) SQL Server Management Studio (SSMS)
5 3 (0.78%) Talend Open Studio
6 1 (0.26%) Bugzilla
6 1 (0.26%) JIRA
General
1 108 (28.20%) Finance
2 72 (18.80%) Marketing
3 35 (9.14%) Retail
4 27 (7.05%) Banking
5 23 (6.01%) Telecoms
6 22 (5.74%) Advertising
7 19 (4.96%) Games
8 15 (3.92%) Legal
8 15 (3.92%) Manufacturing
9 13 (3.39%) Front Office
10 7 (1.83%) Law
11 6 (1.57%) Investment Banking
12 2 (0.52%) Electronics
12 2 (0.52%) Financial Institution
12 2 (0.52%) French Language
12 2 (0.52%) German Language
12 2 (0.52%) Retail Banking
13 1 (0.26%) Automotive
13 1 (0.26%) Back Office
13 1 (0.26%) Mandarin Language
Job Titles
1 103 (26.89%) Data Scientist
2 101 (26.37%) Analyst
3 61 (15.93%) Developer
4 47 (12.27%) Data Analyst
5 26 (6.79%) Senior Data Scientist
6 23 (6.01%) Information Officer
6 23 (6.01%) Information Security Officer
6 23 (6.01%) Security Officer
7 21 (5.48%) Senior Analyst
8 20 (5.22%) Consultant
9 19 (4.96%) MATLAB Engineer
10 18 (4.70%) Quantitative Developer
11 17 (4.44%) C# Developer
12 15 (3.92%) Machine Learning Scientist
13 14 (3.66%) Analytics Consultant
13 14 (3.66%) C++ Developer
13 14 (3.66%) Data Consultant
13 14 (3.66%) Machine Learning Engineer
13 14 (3.66%) SQL Analyst
13 14 (3.66%) SQL Developer
Libraries, Frameworks & Software Standards
1 27 (7.05%) Natural Language Processing
2 21 (5.48%) Lucene
2 21 (5.48%) Pandas
2 21 (5.48%) SciPy
3 20 (5.22%) scikit-learn
4 19 (4.96%) Cascalog
4 19 (4.96%) D3.js
5 11 (2.87%) .NET
5 11 (2.87%) HTML
6 8 (2.09%) Node.js
6 8 (2.09%) React
7 7 (1.83%) CSS
7 7 (1.83%) XML
8 6 (1.57%) AngularJS
8 6 (1.57%) Backbone.js
8 6 (1.57%) Browserify
8 6 (1.57%) jQuery
8 6 (1.57%) Marionette.js
8 6 (1.57%) RequireJS
9 5 (1.31%) HTML5
Miscellaneous
1 140 (36.55%) Analytical Skills
2 100 (26.11%) Statistics
3 90 (23.50%) Visualisation
4 83 (21.67%) Mathematics
5 61 (15.93%) Computer Science
6 50 (13.05%) Algorithms
7 35 (9.14%) Management Information System
8 29 (7.57%) Physics
9 17 (4.44%) Hedge funds
10 15 (3.92%) Fintech
11 14 (3.66%) CUDA
11 14 (3.66%) Data Extraction
11 14 (3.66%) Economics
11 14 (3.66%) Neural Network
12 12 (3.13%) Artificial Intelligence
13 9 (2.35%) Foreign Exchange (FX)
14 6 (1.57%) Derivative
15 5 (1.31%) Virtual Team
16 4 (1.04%) Data Structures
16 4 (1.04%) Private Cloud
Operating Systems
1 11 (2.87%) Linux
2 7 (1.83%) Unix
3 5 (1.31%) Windows
4 1 (0.26%) Android
4 1 (0.26%) Apple iOS
Processes & Methodologies
1 224 (58.49%) Analytics
2 122 (31.85%) Machine Learning
3 102 (26.63%) Data Analytics
4 90 (23.50%) Data Analysis
5 69 (18.02%) Business Intelligence
6 43 (11.23%) Predictive Modelling
7 41 (10.70%) Data Visualisation
7 41 (10.70%) Open Source
8 35 (9.14%) Sentiment Analysis
8 35 (9.14%) Unit Testing
9 34 (8.88%) Big Data Analytics
10 33 (8.62%) Data Munging
11 31 (8.09%) Data Modelling
11 31 (8.09%) ETL
12 30 (7.83%) Software Engineering
13 29 (7.57%) Agile Software Development
14 27 (7.05%) Information Security
14 27 (7.05%) Time Series Analysis
15 25 (6.53%) ISMS
16 23 (6.01%) Risk Assessment
Programming Languages
1 201 (52.48%) SQL
2 157 (40.99%) Python
3 156 (40.73%) R
4 57 (14.88%) VBA
5 49 (12.79%) MATLAB
6 44 (11.49%) C++
7 41 (10.70%) JavaScript
8 37 (9.66%) Java
9 23 (6.01%) C#
9 23 (6.01%) Clojure
10 21 (5.48%) Bash Shell
11 19 (4.96%) Cypher
12 11 (2.87%) C
12 11 (2.87%) Ruby
13 9 (2.35%) Scala
14 5 (1.31%) Shell Script
15 4 (1.04%) VB
16 3 (0.78%) Assembly Language
16 3 (0.78%) T-SQL
17 2 (0.52%) VBScript
Qualifications
1 94 (24.54%) Degree
2 68 (17.75%) PhD
3 14 (3.66%) Security Cleared
4 12 (3.13%) CISA
4 12 (3.13%) CISSP
5 11 (2.87%) SC Cleared
6 7 (1.83%) CISM
7 4 (1.04%) Postgraduate
8 3 (0.78%) MBA
9 2 (0.52%) Six Sigma Green Belt
10 1 (0.26%) DBS Check
Quality Assurance & Compliance
1 31 (8.09%) Data Quality
2 27 (7.05%) ISO/IEC 27001
3 24 (6.27%) QA
4 12 (3.13%) ISO27002
5 6 (1.57%) ISO22301
5 6 (1.57%) PCI DSS
6 4 (1.04%) ISO 9000
7 1 (0.26%) COBIT
7 1 (0.26%) HIPAA
7 1 (0.26%) ISO 9001
7 1 (0.26%) ISO20022
7 1 (0.26%) SLA
System Software
1 40 (10.44%) Virtual Machines
2 31 (8.09%) VirtualBox
3 22 (5.74%) Docker
4 1 (0.26%) HDFS
Systems Management
1 1 (0.26%) Ansible
1 1 (0.26%) Kibana
1 1 (0.26%) logstash
1 1 (0.26%) Mesos
1 1 (0.26%) MOM
1 1 (0.26%) Puppet
Vendors
1 39 (10.18%) Microsoft
2 34 (8.88%) Tableau
3 25 (6.53%) IBM
4 24 (6.27%) Cloudera
5 22 (5.74%) Oracle
6 21 (5.48%) Google
6 21 (5.48%) Hortonworks
7 18 (4.70%) CA
8 10 (2.61%) MicroStrategy
9 8 (2.09%) Cognos
10 6 (1.57%) Actimize
10 6 (1.57%) Norkom
11 5 (1.31%) Informatica
11 5 (1.31%) NetSuite
11 5 (1.31%) SAP
12 4 (1.04%) Adobe
12 4 (1.04%) Epicor
12 4 (1.04%) Netezza
12 4 (1.04%) ServiceNow
13 3 (0.78%) Talend
London
Churchill Frank International
Salary: £48000 - £62000 per annum + bonus, benefits, negotiable
Posted: 21 hours ago
London
Twenty Recruitment Group
Salary: £65000.00 - £70000.00 per annum
Posted: 15 hours ago
City, London
Venturi
Salary: £45000 - £60000 per annum
Posted: 9 hours ago
Staffordshire
Churchill Frank International
Salary: £25000 - £30000 per annum
Posted: Yesterday
Dunstable, Bedfordshire
SPS Resourcing
Salary: From £25,000 to £31,000 per annum including Excellent Bonus & Benefits
Posted: 15 hours ago
Macclesfield, Cheshire
Computer People
Posted: Yesterday
London
Salt
Salary: £60000.00 - £65000.00 per annum + Pension
Posted: 5 days ago
Liverpool
Searchability
Posted: 20 hours ago
Darlington
Computer Futures
Salary: competitive
Posted: 4 days ago
London
McGregor Boyall
Salary: £65000 - £75000 per annum
Posted: 3 days ago
Sheffield, South Yorkshire
Searchability
Salary: £35000 - £40000 per annum + benefits
Posted: 5 days ago
London
Explore Recruitment Solutions
Salary: £65000 - £80000 per annum
Posted: 5 days ago
Uxbridge, Middlesex
Aerotek
Salary: Excellent Benefits & Packages
Posted: 4 days ago
Hull, North Humberside
Networking People
Salary: £30000 - £60000 per annum + Profit Share Scheme + Benefits
Posted: 6 days ago
London
Hays London City Cheapside
Salary: £30000.00 - £60000.00 per annum
Posted: 7 days ago
London
Careerwise UK Limited
Salary: £115000 per annum + bonus + benefits
Posted: 5 days ago
Liverpool
ECOM
Salary: £25000 - £30000 per annum
Posted: 5 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 4 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 4 days ago
Halesowen, West Midlands (County)
In touch games
Salary: £3000 - £20000 per annum + benefits (inc flexi hrs)
Posted: 10 days ago
Birmingham
Intouch Games
Salary: £3000 - £20000 per annum + benefits (inc flexi hrs)
Posted: 10 days ago
Bedfordshire
Volt
Posted: 4 days ago
Chester
Applause IT Ltd
Salary: £40000 - £60000 per annum + + Great Benefits
Posted: 8 days ago
Twickenham
Hays London City Cheapside
Salary: £50000.00 - £60000.00 per annum
Posted: 19 days ago
Cambridge
The Wellcome Trust Sanger Institute
Salary: £31033 - £39142 per annum + excellent benefits
Posted: 4 days ago
England
NonStop Recruitment Ltd
Posted: 5 days ago
Cambridge
The Wellcome Trust Sanger Institute
Salary: £31033 - £39142 per annum + excellent benefits
Posted: 4 days ago
City, London
Bloomberg
Posted: 13 days ago
London
Robert Walters UK
Salary: £75000 - £90000 per annum
Posted: 6 days ago
London
Client Server
Salary: £50k to £70k + benefits
Posted: 19 days ago