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 average salaries offered in IT jobs that have cited Statistical Analysis over the 3 months to 29 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
29 Apr 2016
Same period 2015 Same period 2014
Statistical Analysis
Rank 722 697 670
Rank change year-on-year
-25 -27
Permanent jobs citing Statistical Analysis 209 241 317
As % of all permanent IT jobs located in England 0.22% 0.23% 0.28%
As % of the Processes & Methodologies category 0.25% 0.27% 0.33%
Number of salaries quoted 173 207 251
Average salary £45,000 £50,000 £45,000
Average salary % change year-on-year
-10.00% +11.11%
90% offered a salary of more than £30,000 £25,850 £27,000
10% offered a salary of more than £85,000 £80,000 £68,500
UK excluding London average salary £35,000 £42,000 £36,000
% change year-on-year
-16.66% +16.66%
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
84831 88940 95165
As % of all permanent IT jobs located in England 87.67% 85.86% 85.39%
Number of salaries quoted 71295 72668 77384
Average salary £50,000 £50,000 £47,500
Average salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,000 £31,000
10% offered a salary of more than £75,000 £72,500 £75,000
UK excluding London average salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Statistical Analysis
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Statistical Analysis across the England region as a proportion of the total demand within 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 29 April 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 average salaries quoted in IT jobs citing Statistical Analysis within the England region over the 3 months to 29 April 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -21 116 £57,500 -4.16% 12
East Midlands +32 39 £35,000 -44.00% 1
South East +20 21 £37,500 +20.96% 1
Yorkshire +21 13 £27,500 -15.38% 3
North West +10 9 £27,500 -12.00% 1
West Midlands -42 5 £37,500 -28.57% 2
South West -3 2 £42,500 +63.46%
East of England +4 1 - - 1
Statistical Analysis
UK

Statistical Analysis
Top 30 Related IT Skills in England

For the 6 months to 29 April 2016, IT jobs across the England region citing Statistical Analysis also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Statistical Analysis.

1 221 (56.09%) Analytics
2 208 (52.79%) SQL
3 172 (43.65%) Analytical Skills
4 125 (31.73%) R
5 114 (28.93%) Visualisation
6 109 (27.66%) Business Intelligence
7 108 (27.41%) Degree
8 105 (26.65%) Python
9 98 (24.87%) Data Mining
10 94 (23.86%) Marketing
11 92 (23.35%) SAS
12 89 (22.59%) Data Analysis
12 89 (22.59%) Machine Learning
13 87 (22.08%) Finance
14 81 (20.56%) Statistics
15 80 (20.30%) Big Data
16 78 (19.80%) Mathematics
17 77 (19.54%) VBA
18 74 (18.78%) Data Visualisation
19 69 (17.51%) Hadoop
20 63 (15.99%) Computer Science
21 62 (15.74%) JavaScript
22 59 (14.97%) Predictive Modelling
22 59 (14.97%) Data Analytics
23 56 (14.21%) Retail
24 52 (13.20%) Java
24 52 (13.20%) SPSS
25 50 (12.69%) PhD
26 46 (11.68%) Microsoft
27 45 (11.42%) Apache Spark

Statistical Analysis
Top Related IT Skills in England by Category

For the 6 months to 29 April 2016, IT jobs across the England region citing Statistical Analysis also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Statistical Analysis. Up to 20 skills are shown per category.

Application Platforms
1 92 (23.35%) SAS
2 45 (11.42%) Apache Spark
3 32 (8.12%) Apache Pig
4 12 (3.05%) Apache
5 4 (1.02%) Apache Solr
6 2 (0.51%) Node.js
6 2 (0.51%) SharePoint
7 1 (0.25%) Elasticsearch
7 1 (0.25%) Exchange Server 2013
7 1 (0.25%) IIS
7 1 (0.25%) JBoss
7 1 (0.25%) Skype for Business
7 1 (0.25%) Tomcat
7 1 (0.25%) WebLogic
Applications
1 52 (13.20%) SPSS
2 37 (9.39%) MS Excel
3 23 (5.84%) MS Office
4 19 (4.82%) MS PowerPoint
5 3 (0.76%) MS Visio
5 3 (0.76%) Spreadsheet
6 2 (0.51%) MS Project
Business Applications
1 4 (1.02%) FastStats
2 1 (0.25%) Dynamics CRM
2 1 (0.25%) Oracle Retail
Cloud Services
1 31 (7.87%) Amazon AWS
2 24 (6.09%) Microsoft Azure
3 20 (5.08%) Amazon EC2
3 20 (5.08%) Amazon EMR
3 20 (5.08%) Amazon S3
4 19 (4.82%) Google Analytics
5 6 (1.52%) Google Cloud Platform
6 2 (0.51%) Cloud Computing
6 2 (0.51%) SaaS
7 1 (0.25%) Google Apps
7 1 (0.25%) PaaS
7 1 (0.25%) SmartFocus
Communications & Networking
1 6 (1.52%) LAN
2 5 (1.27%) Firewall
3 4 (1.02%) ATM
3 4 (1.02%) DSL
3 4 (1.02%) Ethernet
3 4 (1.02%) GLBP
3 4 (1.02%) HSRP
3 4 (1.02%) ISDN
3 4 (1.02%) MPLS
3 4 (1.02%) VRRP
4 3 (0.76%) SAN
5 2 (0.51%) TCP/IP
5 2 (0.51%) Wi-Fi
5 2 (0.51%) WLAN
6 1 (0.25%) AMQP
6 1 (0.25%) DNS
6 1 (0.25%) FTP
6 1 (0.25%) Internet
6 1 (0.25%) PPP
Database & Business Intelligence
1 98 (24.87%) Data Mining
2 80 (20.30%) Big Data
3 69 (17.51%) Hadoop
4 39 (9.90%) SQL Server
5 36 (9.14%) NoSQL
6 33 (8.38%) MS Access
7 32 (8.12%) PostgreSQL
8 30 (7.61%) Apache Hive
9 27 (6.85%) Data Warehouse
10 25 (6.35%) Relational Database
10 25 (6.35%) SQL Server Analysis Services
10 25 (6.35%) SQL Server Integration Services
11 24 (6.09%) Impala
11 24 (6.09%) Mahout
11 24 (6.09%) SQL Server Reporting Services
12 23 (5.84%) MongoDB
13 21 (5.33%) Neo4j
14 19 (4.82%) QlikView
15 14 (3.55%) BusinessObjects
16 13 (3.30%) OLAP
Development Applications
1 31 (7.87%) Vagrant
2 30 (7.61%) Git (software)
3 19 (4.82%) Jenkins
3 19 (4.82%) Yeoman
4 2 (0.51%) webpack
5 1 (0.25%) SQL Server Management Studio (SSMS)
5 1 (0.25%) Synon
5 1 (0.25%) Talend Open Studio
General
1 94 (23.86%) Marketing
2 87 (22.08%) Finance
3 56 (14.21%) Retail
4 31 (7.87%) Telecoms
5 30 (7.61%) Banking
6 23 (5.84%) Games
7 14 (3.55%) Manufacturing
8 13 (3.30%) Advertising
9 10 (2.54%) Legal
10 9 (2.28%) Law
11 7 (1.78%) Investment Banking
12 5 (1.27%) Military
13 4 (1.02%) Front Office
13 4 (1.02%) Publishing
14 3 (0.76%) Billing
15 2 (0.51%) General Ledger
15 2 (0.51%) Pharmaceutical
16 1 (0.25%) Back Office
16 1 (0.25%) International Banking
Job Titles
1 127 (32.23%) Analyst
2 84 (21.32%) Data Scientist
3 67 (17.01%) Developer
4 55 (13.96%) Data Analyst
5 32 (8.12%) Senior Developer
6 29 (7.36%) Senior Analyst
7 27 (6.85%) Insight Analyst
8 22 (5.58%) Consultant
9 20 (5.08%) SQL Analyst
10 17 (4.31%) SAS Analyst
11 14 (3.55%) Data Consultant
12 13 (3.30%) Business Intelligence Analyst
12 13 (3.30%) Database Developer
12 13 (3.30%) Senior Data Scientist
12 13 (3.30%) SSAS Developer
12 13 (3.30%) SSIS Developer
12 13 (3.30%) SSRS Developer
13 12 (3.05%) Azure Developer
13 12 (3.05%) Marketing Database Developer
13 12 (3.05%) Senior Database Developer
Libraries, Frameworks & Software Standards
1 30 (7.61%) Natural Language Processing
2 25 (6.35%) Pandas
2 25 (6.35%) SciPy
3 24 (6.09%) D3.js
3 24 (6.09%) scikit-learn
4 19 (4.82%) Cascalog
5 18 (4.57%) .NET
6 12 (3.05%) MDX
7 11 (2.79%) Lucene
8 5 (1.27%) HTML
8 5 (1.27%) SparkR
9 4 (1.02%) Middleware
9 4 (1.02%) NumPy
10 3 (0.76%) JSON
10 3 (0.76%) MLlib
11 2 (0.51%) AngularJS
11 2 (0.51%) Browserify
12 1 (0.25%) Kafka
12 1 (0.25%) Twitter Bootstrap
12 1 (0.25%) WebSockets
Miscellaneous
1 172 (43.65%) Analytical Skills
2 114 (28.93%) Visualisation
3 81 (20.56%) Statistics
4 78 (19.80%) Mathematics
5 63 (15.99%) Computer Science
6 21 (5.33%) Algorithms
7 20 (5.08%) Management Information System
8 19 (4.82%) Equities
9 18 (4.57%) Hedge funds
9 18 (4.57%) Physics
10 17 (4.31%) User Experience
11 11 (2.79%) Foreign Exchange (FX)
11 11 (2.79%) Online Games
12 10 (2.54%) Economics
13 9 (2.28%) Data Extraction
13 9 (2.28%) Derivative
14 7 (1.78%) Applied Mathematics
14 7 (1.78%) Credit Risk
15 6 (1.52%) Data Protection Act
15 6 (1.52%) Equity Derivative
Operating Systems
1 17 (4.31%) Linux
2 9 (2.28%) Unix
3 8 (2.03%) Windows
4 1 (0.25%) Apple iOS
4 1 (0.25%) Mac OS X
4 1 (0.25%) MVS
4 1 (0.25%) Windows 7
4 1 (0.25%) Windows Server
4 1 (0.25%) Windows Server 2003
4 1 (0.25%) Windows Server 2008
Processes & Methodologies
1 221 (56.09%) Analytics
2 109 (27.66%) Business Intelligence
3 89 (22.59%) Data Analysis
3 89 (22.59%) Machine Learning
4 74 (18.78%) Data Visualisation
5 59 (14.97%) Data Analytics
5 59 (14.97%) Predictive Modelling
6 40 (10.15%) Open Source
7 38 (9.64%) Stakeholder Engagement
8 37 (9.39%) Data Modelling
9 31 (7.87%) Data Munging
9 31 (7.87%) Statistical Modelling
10 30 (7.61%) Operations Research
10 30 (7.61%) Unit Testing
11 28 (7.11%) E-Commerce
12 25 (6.35%) Software Engineering
13 23 (5.84%) Continuous Improvement
13 23 (5.84%) Time Series Analysis
14 22 (5.58%) User Stories
15 21 (5.33%) Campaign Analysis
Programming Languages
1 208 (52.79%) SQL
2 125 (31.73%) R
3 105 (26.65%) Python
4 77 (19.54%) VBA
5 62 (15.74%) JavaScript
6 52 (13.20%) Java
7 39 (9.90%) MATLAB
8 28 (7.11%) C#
9 27 (6.85%) Clojure
10 24 (6.09%) C++
11 21 (5.33%) Scala
12 19 (4.82%) Bash Shell
13 11 (2.79%) Ruby
14 7 (1.78%) COBOL
14 7 (1.78%) Perl
14 7 (1.78%) Shell Script
15 4 (1.02%) C
15 4 (1.02%) T-SQL
16 3 (0.76%) Julia
17 2 (0.51%) ES6
Qualifications
1 108 (27.41%) Degree
2 50 (12.69%) PhD
3 15 (3.81%) Security Cleared
4 10 (2.54%) SC Cleared
5 9 (2.28%) CISSP
6 6 (1.52%) Six Sigma Black Belt
7 5 (1.27%) DBS Check
8 4 (1.02%) CISA
8 4 (1.02%) MBA
9 3 (0.76%) ITIL Certification
10 2 (0.51%) CISM
10 2 (0.51%) Postgraduate
11 1 (0.25%) ISEB
Quality Assurance & Compliance
1 37 (9.39%) QA
2 17 (4.31%) ISO/IEC 27001
3 8 (2.03%) SLA
4 7 (1.78%) Data Quality
4 7 (1.78%) PCI DSS
5 4 (1.02%) ISO 9001
5 4 (1.02%) ISO27002
6 2 (0.51%) ISO 14001
6 2 (0.51%) ISO22301
7 1 (0.25%) HIPAA
7 1 (0.25%) ISO 9000
System Software
1 30 (7.61%) VirtualBox
2 12 (3.05%) Docker
3 1 (0.25%) Active Directory
3 1 (0.25%) Firmware
3 1 (0.25%) VMware Infrastructure
Systems Management
1 6 (1.52%) EMC NetWorker
2 3 (0.76%) Hadoop YARN
3 1 (0.25%) Kubernetes
3 1 (0.25%) Oozie
Vendors
1 46 (11.68%) Microsoft
2 34 (8.63%) Google
3 30 (7.61%) Tableau
4 13 (3.30%) Hortonworks
4 13 (3.30%) IBM
4 13 (3.30%) Oracle
5 11 (2.79%) Cloudera
6 9 (2.28%) MicroStrategy
7 8 (2.03%) CA
8 6 (1.52%) Minitab
8 6 (1.52%) Twitter
9 5 (1.27%) Cisco
10 4 (1.02%) Juniper
11 3 (0.76%) Bloomberg
11 3 (0.76%) Cognos
11 3 (0.76%) Netezza
11 3 (0.76%) Reuters
12 2 (0.51%) Charles River
12 2 (0.51%) Intel Security
12 2 (0.51%) Sun
London
Initi8 Recruitment
Salary: £60000 - £70000 Per Annum
Posted: 7 hours ago
City, London
First Point
Salary: £40000.00 - £50000.00 per annum
Posted: 9 hours ago
London
Venturi
Salary: £40000.00 - £44000.00 per annum + Bonus and Benefits
Posted: 10 hours ago
Wokingham, Berkshire
Owen Daniels Consultancy
Salary: From £25,000 to £35,000 per annum
Posted: 14 hours ago
Stoke-On-Trent, Staffordshire
Uniting Ambition
Salary: £20k - 30k per year + Great Benefits
Posted: 16 hours ago
Derby
Computacenter
Salary: Package
Posted: 21 hours ago
London
Computacenter
Salary: Package
Posted: 21 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £70000 per annum, Benefits Benefits
Posted: Yesterday
Peterborough, Cambridgeshire
The One Group
Salary: £40k - 45.8k per year
Posted: Yesterday
City, London
onezeero.
Salary: £100000 - £140000 per annum + bonus & bens
Posted: 2 days ago
City, London
onezeero.
Salary: £50000 - £80000 per annum + bonus & bens
Posted: 2 days ago
Manchester, Lancashire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £35000 - £45000 Per Annum + Benefits
Posted: 2 days ago
London
JM
Salary: £50000 - £60000 per annum
Posted: 3 days ago
Rotherham, South Yorkshire
Experis Ltd
Salary: £45000.00 - £55000.00 per annum
Posted: 3 days ago
Birmingham
Applause IT Ltd
Salary: £25000 - £35000 per annum + benefits!
Posted: 7 days ago
London
Capgemini
Salary: Competitive
Posted: 10 days ago
London
Ofgem
Salary: From £24,300 to £28,150 per annum
Posted: 11 days ago
Leeds
Capita plc
Salary: £30000.00 per annum
Posted: 17 days ago
Leeds
Capita plc
Posted: 17 days ago
West London
Dixons Carphone
Salary: Competitive
Posted: 21 days ago