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

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Statistical Analysis
Rank 704 681 741
Rank change year-on-year
-23 +60
Permanent jobs citing Statistical Analysis 194 257 241
As % of all permanent IT jobs located in England 0.21% 0.25% 0.21%
As % of the Processes & Methodologies category 0.24% 0.29% 0.25%
Number of salaries quoted 159 179 184
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 £32,500 £24,450 £28,250
10% offered a salary of more than £97,000 £80,350 £70,000
UK excluding London median salary £40,000 £35,000 £37,500
% change year-on-year
+14.28% -6.66%
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
80602 89745 96338
As % of all permanent IT jobs located in England 87.96% 86.74% 85.54%
Number of salaries quoted 68224 74178 78753
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year
- +1.01%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £74,000 £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 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 30 June 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 30 June 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 -23 113 £62,500 - 15
South East +39 34 £40,000 +29.03% 1
East Midlands +22 15 £35,000 -17.64% 1
North West +20 14 £40,000 +23.07% 2
West Midlands -20 8 £45,000 - 5
Yorkshire +30 5 £23,875 -26.53% 2
East of England +25 2 £47,500 -5.00% 1
South West +3 2 - - 1
Statistical Analysis
UK

Statistical Analysis
Top 30 Related IT Skills in England

For the 6 months to 30 June 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.

1 263 (60.74%) Analytics
2 248 (57.27%) SQL
3 182 (42.03%) Analytical Skills
4 154 (35.57%) R
5 141 (32.56%) Python
6 128 (29.56%) Visualisation
7 121 (27.94%) Machine Learning
8 109 (25.17%) Business Intelligence
9 108 (24.94%) Big Data
10 105 (24.25%) Data Mining
11 104 (24.02%) Data Analysis
11 104 (24.02%) Statistics
11 104 (24.02%) Degree
12 99 (22.86%) Mathematics
13 97 (22.40%) SAS
14 95 (21.94%) Marketing
15 93 (21.48%) Data Analytics
16 89 (20.55%) VBA
17 86 (19.86%) Data Visualisation
18 84 (19.40%) Hadoop
19 83 (19.17%) Finance
20 74 (17.09%) PhD
21 66 (15.24%) Computer Science
22 65 (15.01%) JavaScript
23 62 (14.32%) Apache Spark
24 59 (13.63%) MATLAB
25 58 (13.39%) Predictive Modelling
26 54 (12.47%) Open Source
27 53 (12.24%) Retail
28 52 (12.01%) Microsoft

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 97 (22.40%) SAS
2 62 (14.32%) Apache Spark
3 38 (8.78%) Apache Pig
4 14 (3.23%) Apache
5 3 (0.69%) SharePoint
6 2 (0.46%) Apache Solr
7 1 (0.23%) Elasticsearch
7 1 (0.23%) Exchange Server 2013
7 1 (0.23%) IIS
7 1 (0.23%) JBoss
7 1 (0.23%) Skype for Business
7 1 (0.23%) Tomcat
7 1 (0.23%) WebLogic
Applications
1 50 (11.55%) SPSS
2 35 (8.08%) MS Excel
3 27 (6.24%) MS Office
4 25 (5.77%) MS PowerPoint
5 13 (3.00%) MS Visio
6 10 (2.31%) Spreadsheet
7 9 (2.08%) MS Project
8 2 (0.46%) EViews
9 1 (0.23%) S-PLUS
9 1 (0.23%) Stata
Business Applications
1 3 (0.69%) FastStats
2 1 (0.23%) Cognos TM1
2 1 (0.23%) Dynamics AX
2 1 (0.23%) Dynamics CRM
2 1 (0.23%) Dynamics NAV
2 1 (0.23%) Epicor Tropos
2 1 (0.23%) Infor M3
2 1 (0.23%) Infor SunSystems
2 1 (0.23%) Movex
2 1 (0.23%) SAP Business One
2 1 (0.23%) SAP Oil and Gas
Cloud Services
1 48 (11.09%) Amazon AWS
2 33 (7.62%) Microsoft Azure
3 27 (6.24%) Amazon EC2
3 27 (6.24%) Amazon EMR
3 27 (6.24%) Amazon S3
4 24 (5.54%) Google Analytics
5 3 (0.69%) SaaS
6 2 (0.46%) Cloud Computing
6 2 (0.46%) Google Cloud Platform
7 1 (0.23%) Adobe Analytics
7 1 (0.23%) AWS CloudFormation
7 1 (0.23%) AWS Lambda
7 1 (0.23%) PaaS
7 1 (0.23%) SmartFocus
Communications & Networking
1 5 (1.15%) Firewall
1 5 (1.15%) LAN
1 5 (1.15%) SAN
2 4 (0.92%) PPP
2 4 (0.92%) Wi-Fi
2 4 (0.92%) WLAN
3 2 (0.46%) TCP/IP
4 1 (0.23%) AMQP
4 1 (0.23%) ATM
4 1 (0.23%) DNS
4 1 (0.23%) DSL
4 1 (0.23%) Ethernet
4 1 (0.23%) FTP
4 1 (0.23%) GLBP
4 1 (0.23%) HSRP
4 1 (0.23%) Internet
4 1 (0.23%) ISDN
4 1 (0.23%) MPLS
4 1 (0.23%) VRRP
Database & Business Intelligence
1 108 (24.94%) Big Data
2 105 (24.25%) Data Mining
3 84 (19.40%) Hadoop
4 44 (10.16%) Apache Hive
4 44 (10.16%) PostgreSQL
5 39 (9.01%) SQL Server
6 34 (7.85%) MS Access
7 33 (7.62%) Impala
7 33 (7.62%) Relational Database
8 32 (7.39%) NoSQL
9 29 (6.70%) MongoDB
10 27 (6.24%) Neo4j
11 26 (6.00%) Mahout
12 22 (5.08%) BusinessObjects
12 22 (5.08%) Data Warehouse
12 22 (5.08%) SQL Server Integration Services
13 21 (4.85%) SQL Server Reporting Services
14 18 (4.16%) SQL Server Analysis Services
15 16 (3.70%) QlikView
16 13 (3.00%) OLAP
Development Applications
1 47 (10.85%) Vagrant
2 41 (9.47%) Git (software)
3 25 (5.77%) Jenkins
3 25 (5.77%) Yeoman
4 2 (0.46%) SQL Server Management Studio (SSMS)
5 1 (0.23%) Synon
5 1 (0.23%) Talend Open Studio
5 1 (0.23%) webpack
General
1 95 (21.94%) Marketing
2 83 (19.17%) Finance
3 53 (12.24%) Retail
4 34 (7.85%) Telecoms
5 26 (6.00%) Advertising
6 25 (5.77%) Banking
7 24 (5.54%) Games
7 24 (5.54%) Legal
8 19 (4.39%) Manufacturing
9 7 (1.62%) Front Office
9 7 (1.62%) Law
10 4 (0.92%) Publishing
11 2 (0.46%) Billing
11 2 (0.46%) General Ledger
11 2 (0.46%) Investment Banking
12 1 (0.23%) Automotive
12 1 (0.23%) Back Office
12 1 (0.23%) Electronics
12 1 (0.23%) Financial Institution
12 1 (0.23%) International Banking
Job Titles
1 124 (28.64%) Analyst
2 96 (22.17%) Data Scientist
3 78 (18.01%) Developer
4 56 (12.93%) Data Analyst
5 25 (5.77%) Information Officer
5 25 (5.77%) Information Security Officer
5 25 (5.77%) Security Officer
6 24 (5.54%) Senior Developer
7 22 (5.08%) Senior Analyst
8 21 (4.85%) Consultant
8 21 (4.85%) Senior Data Scientist
8 21 (4.85%) SQL Analyst
9 19 (4.39%) Insight Analyst
10 18 (4.16%) Analytics Consultant
10 18 (4.16%) SAS Analyst
11 15 (3.46%) Data Analytics Consultant
11 15 (3.46%) Data Consultant
11 15 (3.46%) SQL Developer
12 14 (3.23%) Business Data Analyst
12 14 (3.23%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 36 (8.31%) Natural Language Processing
2 30 (6.93%) SciPy
3 29 (6.70%) D3.js
4 28 (6.47%) scikit-learn
5 27 (6.24%) Pandas
6 25 (5.77%) Cascalog
7 21 (4.85%) Lucene
8 20 (4.62%) .NET
9 11 (2.54%) MDX
10 7 (1.62%) SparkR
11 6 (1.39%) XML
12 5 (1.15%) AngularJS
12 5 (1.15%) HTML
13 4 (0.92%) Middleware
13 4 (0.92%) Twitter Bootstrap
14 3 (0.69%) JSON
14 3 (0.69%) NumPy
15 2 (0.46%) Boost C++ Libraries
15 2 (0.46%) Kafka
15 2 (0.46%) STL
Miscellaneous
1 182 (42.03%) Analytical Skills
2 128 (29.56%) Visualisation
3 104 (24.02%) Statistics
4 99 (22.86%) Mathematics
5 66 (15.24%) Computer Science
6 41 (9.47%) Algorithms
7 35 (8.08%) Management Information System
8 26 (6.00%) Physics
9 24 (5.54%) Hedge funds
10 15 (3.46%) Artificial Intelligence
10 15 (3.46%) User Experience
11 13 (3.00%) Fintech
12 12 (2.77%) Neural Network
13 11 (2.54%) Data Extraction
14 10 (2.31%) Economics
15 8 (1.85%) Credit Risk
15 8 (1.85%) CUDA
15 8 (1.85%) Equities
15 8 (1.85%) Foreign Exchange (FX)
16 7 (1.62%) Online Games
Operating Systems
1 15 (3.46%) Linux
2 7 (1.62%) Windows
3 6 (1.39%) Unix
4 1 (0.23%) Apple iOS
4 1 (0.23%) Windows 7
4 1 (0.23%) Windows Server
4 1 (0.23%) Windows Server 2003
4 1 (0.23%) Windows Server 2008
Processes & Methodologies
1 263 (60.74%) Analytics
2 121 (27.94%) Machine Learning
3 109 (25.17%) Business Intelligence
4 104 (24.02%) Data Analysis
5 93 (21.48%) Data Analytics
6 86 (19.86%) Data Visualisation
7 58 (13.39%) Predictive Modelling
8 54 (12.47%) Open Source
9 41 (9.47%) Unit Testing
10 40 (9.24%) Data Munging
11 39 (9.01%) Operations Research
12 37 (8.55%) Data Modelling
13 36 (8.31%) Big Data Analytics
13 36 (8.31%) Software Engineering
13 36 (8.31%) Stakeholder Engagement
14 33 (7.62%) Statistical Modelling
15 32 (7.39%) Information Security
16 27 (6.24%) E-Commerce
16 27 (6.24%) User Stories
17 26 (6.00%) ISMS
Programming Languages
1 248 (57.27%) SQL
2 154 (35.57%) R
3 141 (32.56%) Python
4 89 (20.55%) VBA
5 65 (15.01%) JavaScript
6 59 (13.63%) MATLAB
7 46 (10.62%) Java
8 40 (9.24%) C++
9 32 (7.39%) C#
9 32 (7.39%) Clojure
10 25 (5.77%) Bash Shell
11 16 (3.70%) Ruby
12 14 (3.23%) Scala
13 9 (2.08%) C
14 5 (1.15%) T-SQL
14 5 (1.15%) VB
15 4 (0.92%) Assembly Language
15 4 (0.92%) Perl
16 3 (0.69%) Shell Script
16 3 (0.69%) VBScript
Qualifications
1 104 (24.02%) Degree
2 74 (17.09%) PhD
3 15 (3.46%) SC Cleared
3 15 (3.46%) Security Cleared
4 12 (2.77%) CISSP
5 7 (1.62%) CISA
6 5 (1.15%) Postgraduate
7 4 (0.92%) MBA
8 3 (0.69%) ITIL Certification
9 2 (0.46%) CISM
9 2 (0.46%) Six Sigma Green Belt
10 1 (0.23%) DBS Check
10 1 (0.23%) Six Sigma Black Belt
Quality Assurance & Compliance
1 43 (9.93%) QA
2 33 (7.62%) ISO/IEC 27001
3 15 (3.46%) ISO27002
4 10 (2.31%) PCI DSS
5 6 (1.39%) Data Quality
5 6 (1.39%) ISO22301
6 5 (1.15%) ISO 9001
7 4 (0.92%) ISO 9000
8 3 (0.69%) SLA
9 2 (0.46%) ISO 14001
10 1 (0.23%) HIPAA
System Software
1 46 (10.62%) Virtual Machines
2 41 (9.47%) VirtualBox
3 23 (5.31%) 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 3 (0.69%) Hadoop YARN
2 2 (0.46%) EMC NetWorker
3 1 (0.23%) Ansible
3 1 (0.23%) Kibana
3 1 (0.23%) Kubernetes
3 1 (0.23%) logstash
3 1 (0.23%) Mesos
3 1 (0.23%) Puppet
Vendors
1 52 (12.01%) Microsoft
2 39 (9.01%) Google
3 32 (7.39%) Tableau
4 23 (5.31%) Hortonworks
4 23 (5.31%) IBM
5 21 (4.85%) Cloudera
6 20 (4.62%) CA
7 17 (3.93%) MicroStrategy
8 10 (2.31%) Oracle
9 9 (2.08%) Minitab
10 8 (1.85%) Cognos
11 6 (1.39%) Twitter
12 4 (0.92%) NetSuite
12 4 (0.92%) ServiceNow
13 3 (0.69%) Netezza
14 2 (0.46%) Cisco
14 2 (0.46%) EMC
14 2 (0.46%) HP
14 2 (0.46%) Intel Security
14 2 (0.46%) SAP
City, London
Networking People
Salary: £30000 - £60000 per annum + Profit Share Scheme + Benefits
Posted: 8 hours ago
London
Exposed Solutions
Salary: £20000 - £30000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 3 days ago
City, London
Client Server
Salary: £80k to £110k + bonus + benefits
Posted: Yesterday
Hertfordshire
SEC Recruitment Ltd
Posted: Yesterday
Huddersfield, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £18000.00 - £28000.00 per annum
Posted: 3 days ago
London
Client Server
Salary: £80k to £110k + bonus + benefits
Posted: Yesterday
London
Lawrence Harvey
Salary: £50000 - £70000 per annum + Benefits + Bonus
Posted: 9 days ago
London
Colston Consulting
Salary: £40000 - £85000 per annum, Benefits 17% salary uplift - 6% pension - 5
Posted: 6 days ago
Bristol, Avon
Cognizant
Posted: 8 days ago
West London
Venturi
Salary: £40000 - £80000 per annum
Posted: 8 days ago
City, London
ComputAppoint
Salary: Benefits
Posted: 6 days ago
London
Venturi
Salary: £40000.00 - £44000.00 per annum + Bonus and Benefits
Posted: 8 days ago
Bradford, West Yorkshire
Spring Technology
Salary: £55000.00 - £65000.00 per annum
Posted: 6 days ago
London
Clearwater People Solutions Ltd
Posted: 24 days ago
London
Explore Recruitment Solutions
Salary: £45000 per annum
Posted: 6 days ago
Manchester
Robert Walters UK
Salary: £33000 - £45000 per annum
Posted: 17 days ago
Stratford-Upon-Avon, Warwickshire
KnownFour
Salary: £35000.00 - £50000.00 per annum + benefits
Posted: 2 days ago
London
Client Server
Salary: £80k to £110k + bonus + benefits
Posted: 9 days ago
Manchester
TRG
Salary: 35000-45000 Per Annum + Benefits
Posted: 25 days ago
London
Capgemini
Salary: Competitive
Posted: 16 days ago
Halesowen, West Midlands (County)
In touch games
Salary: From £23,000 to £26,000 per annum + bi-annual pay reviews + flexible w
Posted: 27 days ago
Reigate
Huxley
Salary: £25000 - £35000 per annum + competitive
Posted: 21 days ago
Atherstone, Warwickshire
TNT Global IT
Salary: Unspecified Competitive salary with benefits
Posted: 7 days ago
Lincolnshire
Nigel Frank International Limited - Newcastle
Salary: £30000 - £60000 per annum
Posted: 9 days ago
Warwick
Computer Futures
Salary: competitive
Posted: 22 days ago
Atherstone, Warwickshire
TNT Global IT
Salary: Unspecified
Posted: 18 days ago
London
Computacenter
Salary: Package
Posted: 25 days ago