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 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Statistical Analysis
Rank 699 682 675
Rank change year-on-year
-17 -7
Permanent jobs citing Statistical Analysis 198 241 284
As % of all permanent IT jobs located in England 0.21% 0.24% 0.26%
As % of the Processes & Methodologies category 0.24% 0.28% 0.30%
Number of salaries quoted 159 197 222
Median salary £45,000 £50,000 £42,500
Median salary % change year-on-year
-10.00% +17.64%
90% offered a salary of more than £30,000 £26,350 £27,150
10% offered a salary of more than £85,000 £80,000 £70,000
UK excluding London median salary £40,000 £32,500 £36,000
% change year-on-year
+23.07% -9.72%
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
81174 86024 93715
As % of all permanent IT jobs located in England 87.93% 86.29% 85.41%
Number of salaries quoted 68372 70684 76799
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 £32,000 £31,500
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 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 25 May 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 25 May 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 -44 110 £57,500 -8.00% 17
South East +11 28 £40,000 +29.03% 2
East Midlands +33 26 £35,000 -33.33% 1
North West +15 13 £40,000 +23.07% 3
Yorkshire +8 9 £27,500 -15.38% 2
West Midlands -33 6 £43,750 -16.66% 2
South West +6 2 £42,500 +24.08%
East of England +31 1 - - 2
Statistical Analysis
UK

Statistical Analysis
Top 30 Related IT Skills in England

For the 6 months to 25 May 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.

1 240 (57.83%) Analytics
2 229 (55.18%) SQL
3 171 (41.20%) Analytical Skills
4 137 (33.01%) R
5 121 (29.16%) Visualisation
6 119 (28.67%) Python
7 114 (27.47%) Business Intelligence
8 108 (26.02%) Degree
9 104 (25.06%) Marketing
10 103 (24.82%) Machine Learning
11 99 (23.86%) Data Mining
12 98 (23.61%) SAS
13 93 (22.41%) Data Analysis
13 93 (22.41%) Big Data
13 93 (22.41%) Statistics
14 90 (21.69%) Mathematics
15 81 (19.52%) VBA
16 78 (18.80%) Finance
17 76 (18.31%) Data Visualisation
18 74 (17.83%) Data Analytics
19 73 (17.59%) Hadoop
20 67 (16.14%) JavaScript
21 66 (15.90%) Predictive Modelling
22 63 (15.18%) Computer Science
23 61 (14.70%) PhD
24 53 (12.77%) Java
24 53 (12.77%) MATLAB
25 52 (12.53%) SPSS
25 52 (12.53%) Apache Spark
26 49 (11.81%) Retail

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 98 (23.61%) SAS
2 52 (12.53%) Apache Spark
3 32 (7.71%) Apache Pig
4 9 (2.17%) Apache
5 4 (0.96%) Apache Solr
6 2 (0.48%) Elasticsearch
6 2 (0.48%) Node.js
6 2 (0.48%) SharePoint
7 1 (0.24%) Exchange Server 2013
7 1 (0.24%) IIS
7 1 (0.24%) JBoss
7 1 (0.24%) Skype for Business
7 1 (0.24%) Tomcat
7 1 (0.24%) WebLogic
Applications
1 52 (12.53%) SPSS
2 35 (8.43%) MS Excel
3 23 (5.54%) MS Office
4 22 (5.30%) MS PowerPoint
5 6 (1.45%) MS Visio
5 6 (1.45%) Spreadsheet
6 5 (1.20%) MS Project
Business Applications
1 4 (0.96%) FastStats
2 1 (0.24%) Dynamics CRM
Cloud Services
1 33 (7.95%) Amazon AWS
2 27 (6.51%) Microsoft Azure
3 23 (5.54%) Google Analytics
4 19 (4.58%) Amazon EC2
4 19 (4.58%) Amazon EMR
4 19 (4.58%) Amazon S3
5 4 (0.96%) Google Cloud Platform
6 2 (0.48%) Cloud Computing
6 2 (0.48%) SaaS
7 1 (0.24%) AWS CloudFormation
7 1 (0.24%) AWS Lambda
7 1 (0.24%) PaaS
7 1 (0.24%) SmartFocus
Communications & Networking
1 6 (1.45%) LAN
2 5 (1.20%) Firewall
2 5 (1.20%) SAN
3 4 (0.96%) PPP
3 4 (0.96%) Wi-Fi
3 4 (0.96%) WLAN
4 2 (0.48%) ATM
4 2 (0.48%) DSL
4 2 (0.48%) Ethernet
4 2 (0.48%) GLBP
4 2 (0.48%) HSRP
4 2 (0.48%) ISDN
4 2 (0.48%) MPLS
4 2 (0.48%) TCP/IP
4 2 (0.48%) VRRP
5 1 (0.24%) AMQP
5 1 (0.24%) DNS
5 1 (0.24%) FTP
Database & Business Intelligence
1 99 (23.86%) Data Mining
2 93 (22.41%) Big Data
3 73 (17.59%) Hadoop
4 41 (9.88%) SQL Server
5 38 (9.16%) NoSQL
6 34 (8.19%) MS Access
6 34 (8.19%) PostgreSQL
7 33 (7.95%) Apache Hive
7 33 (7.95%) Relational Database
8 29 (6.99%) Data Warehouse
9 25 (6.02%) Impala
10 23 (5.54%) SQL Server Analysis Services
10 23 (5.54%) SQL Server Integration Services
11 22 (5.30%) Mahout
11 22 (5.30%) MongoDB
11 22 (5.30%) QlikView
11 22 (5.30%) SQL Server Reporting Services
12 19 (4.58%) Neo4j
13 17 (4.10%) BusinessObjects
14 13 (3.13%) OLAP
Development Applications
1 32 (7.71%) Vagrant
2 31 (7.47%) Git (software)
3 17 (4.10%) Jenkins
3 17 (4.10%) Yeoman
4 2 (0.48%) SQL Server Management Studio (SSMS)
4 2 (0.48%) webpack
5 1 (0.24%) Synon
5 1 (0.24%) Talend Open Studio
General
1 104 (25.06%) Marketing
2 78 (18.80%) Finance
3 49 (11.81%) Retail
4 28 (6.75%) Telecoms
5 25 (6.02%) Games
6 24 (5.78%) Banking
7 21 (5.06%) Advertising
8 17 (4.10%) Legal
9 12 (2.89%) Manufacturing
10 10 (2.41%) Law
11 5 (1.20%) Military
12 4 (0.96%) Front Office
12 4 (0.96%) Publishing
13 3 (0.72%) Investment Banking
14 2 (0.48%) Billing
14 2 (0.48%) General Ledger
15 1 (0.24%) Back Office
15 1 (0.24%) International Banking
15 1 (0.24%) Pharmaceutical
Job Titles
1 132 (31.81%) Analyst
2 81 (19.52%) Data Scientist
3 73 (17.59%) Developer
4 60 (14.46%) Data Analyst
5 29 (6.99%) Senior Analyst
6 28 (6.75%) Senior Developer
7 24 (5.78%) Insight Analyst
8 20 (4.82%) SQL Analyst
9 18 (4.34%) Consultant
10 17 (4.10%) Information Officer
10 17 (4.10%) Information Security Officer
10 17 (4.10%) SAS Analyst
10 17 (4.10%) Security Officer
11 15 (3.61%) Analytics Consultant
11 15 (3.61%) Senior Data Scientist
11 15 (3.61%) SQL Developer
12 13 (3.13%) Business Data Analyst
12 13 (3.13%) Business Intelligence Analyst
12 13 (3.13%) Database Developer
12 13 (3.13%) SSAS Developer
Libraries, Frameworks & Software Standards
1 28 (6.75%) Natural Language Processing
2 23 (5.54%) SciPy
3 22 (5.30%) D3.js
3 22 (5.30%) scikit-learn
4 21 (5.06%) Pandas
5 17 (4.10%) .NET
5 17 (4.10%) Cascalog
6 14 (3.37%) Lucene
7 12 (2.89%) MDX
8 7 (1.69%) SparkR
9 6 (1.45%) Middleware
10 5 (1.20%) AngularJS
10 5 (1.20%) HTML
11 4 (0.96%) JSON
11 4 (0.96%) Twitter Bootstrap
11 4 (0.96%) XML
12 3 (0.72%) MLlib
13 2 (0.48%) Browserify
13 2 (0.48%) Kafka
13 2 (0.48%) NumPy
Miscellaneous
1 171 (41.20%) Analytical Skills
2 121 (29.16%) Visualisation
3 93 (22.41%) Statistics
4 90 (21.69%) Mathematics
5 63 (15.18%) Computer Science
6 32 (7.71%) Algorithms
7 28 (6.75%) Management Information System
8 21 (5.06%) Physics
9 20 (4.82%) Hedge funds
10 17 (4.10%) User Experience
11 13 (3.13%) Equities
12 11 (2.65%) Data Extraction
13 10 (2.41%) Online Games
14 9 (2.17%) Foreign Exchange (FX)
15 8 (1.93%) Artificial Intelligence
15 8 (1.93%) Economics
16 7 (1.69%) Credit Risk
16 7 (1.69%) Fintech
17 6 (1.45%) Applied Mathematics
17 6 (1.45%) Data Protection Act
Operating Systems
1 16 (3.86%) Linux
2 7 (1.69%) Unix
2 7 (1.69%) Windows
3 1 (0.24%) Apple iOS
3 1 (0.24%) Windows 7
3 1 (0.24%) Windows Server
3 1 (0.24%) Windows Server 2003
3 1 (0.24%) Windows Server 2008
Processes & Methodologies
1 240 (57.83%) Analytics
2 114 (27.47%) Business Intelligence
3 103 (24.82%) Machine Learning
4 93 (22.41%) Data Analysis
5 76 (18.31%) Data Visualisation
6 74 (17.83%) Data Analytics
7 66 (15.90%) Predictive Modelling
8 43 (10.36%) Open Source
9 36 (8.67%) Data Modelling
9 36 (8.67%) Stakeholder Engagement
10 33 (7.95%) Statistical Modelling
11 32 (7.71%) Operations Research
12 31 (7.47%) Unit Testing
13 29 (6.99%) Data Munging
14 28 (6.75%) Big Data Analytics
14 28 (6.75%) Campaign Analysis
15 27 (6.51%) Continuous Improvement
15 27 (6.51%) Software Engineering
16 26 (6.27%) E-Commerce
17 25 (6.02%) ETL
Programming Languages
1 229 (55.18%) SQL
2 137 (33.01%) R
3 119 (28.67%) Python
4 81 (19.52%) VBA
5 67 (16.14%) JavaScript
6 53 (12.77%) Java
6 53 (12.77%) MATLAB
7 33 (7.95%) C++
8 30 (7.23%) C#
9 25 (6.02%) Clojure
10 20 (4.82%) Scala
11 17 (4.10%) Bash Shell
12 14 (3.37%) Ruby
13 7 (1.69%) Shell Script
14 6 (1.45%) COBOL
15 5 (1.20%) C
15 5 (1.20%) Perl
15 5 (1.20%) T-SQL
16 4 (0.96%) VB
17 3 (0.72%) VBScript
Qualifications
1 108 (26.02%) Degree
2 61 (14.70%) PhD
3 17 (4.10%) Security Cleared
4 12 (2.89%) SC Cleared
5 11 (2.65%) CISSP
6 6 (1.45%) CISA
6 6 (1.45%) DBS Check
7 5 (1.20%) Postgraduate
8 4 (0.96%) MBA
9 3 (0.72%) ITIL Certification
10 2 (0.48%) CISM
11 1 (0.24%) Six Sigma Black Belt
Quality Assurance & Compliance
1 43 (10.36%) QA
2 25 (6.02%) ISO/IEC 27001
3 9 (2.17%) PCI DSS
4 8 (1.93%) ISO27002
5 7 (1.69%) Data Quality
6 5 (1.20%) ISO 9001
6 5 (1.20%) ISO22301
6 5 (1.20%) SLA
7 4 (0.96%) ISO 9000
8 2 (0.48%) ISO 14001
9 1 (0.24%) HIPAA
System Software
1 31 (7.47%) VirtualBox
2 16 (3.86%) Docker
3 1 (0.24%) Active Directory
3 1 (0.24%) Firmware
3 1 (0.24%) HDFS
3 1 (0.24%) VMware Infrastructure
Systems Management
1 6 (1.45%) EMC NetWorker
2 3 (0.72%) Hadoop YARN
3 1 (0.24%) Ansible
3 1 (0.24%) Kibana
3 1 (0.24%) Kubernetes
3 1 (0.24%) logstash
3 1 (0.24%) Mesos
3 1 (0.24%) Oozie
3 1 (0.24%) Puppet
Vendors
1 46 (11.08%) Microsoft
2 38 (9.16%) Google
3 34 (8.19%) Tableau
4 17 (4.10%) Oracle
5 16 (3.86%) Hortonworks
5 16 (3.86%) IBM
6 15 (3.61%) MicroStrategy
7 14 (3.37%) Cloudera
8 13 (3.13%) CA
9 6 (1.45%) Cognos
9 6 (1.45%) Minitab
9 6 (1.45%) Twitter
10 4 (0.96%) ServiceNow
11 3 (0.72%) Cisco
11 3 (0.72%) Netezza
12 2 (0.48%) EMC
12 2 (0.48%) HP
12 2 (0.48%) Intel Security
12 2 (0.48%) Juniper
12 2 (0.48%) Sun
Oxfordshire
Austin Fraser
Salary: £25000.00 per annum
Posted: 2 hours ago
City, London
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Salary: Up to £110,000 per annum dependant on experience
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City, London
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Salary: £65000 - £90000 per annum
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Stockport, Cheshire
Adria Solutions Ltd
Salary: £35000 - £45000 per annum
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London
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Salary: £25000 per annum
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Oldham, Lancashire
eRecruit Solutions Ltd
Salary: £18000 - £22000 per annum + great benefits
Posted: 4 days ago
Romsey, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £45000 per annum + benefits & training
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London
Venturi
Salary: £50000.00 - £55000.00 per annum + Bonus & Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
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Salary: to £55k DoE
Posted: 4 days ago
City, London
Client Server
Salary: £80k to £110k + bonus + benefits
Posted: 5 days ago
London
Client Server
Salary: £80k to £110k + bonus + benefits
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Colston Consulting
Salary: £45000 - £75000 per annum
Posted: 5 days ago
Stratford-upon-Avon
Computacenter
Salary: benefits
Posted: 5 days ago
Sheffield
Hays Specialist Recruitment
Salary: £20000.00 - £22937.00 per annum + excellent bens and flexi time
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London
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Salary: Competitive
Posted: 8 days ago
Manchester
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Salary: 35000-45000 Per Annum + Benefits
Posted: 10 days ago
Atherstone, Warwickshire
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London
Client Server
Salary: £80k to £110k + bonus + benefits
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Greenwich
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Salary: £50000 - £60000 per annum + Benefits Package
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North Yorkshire
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London
Client Server
Salary: £80,000 to £110,000 + bonus + benefits
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Peterborough
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Derby
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Salary: Package
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London
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City of London
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