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 27 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Statistical Analysis
Rank 699 649 693
Rank change year-on-year
-50 +44
Permanent jobs citing Statistical Analysis 194 303 256
As % of all permanent IT jobs located in England 0.21% 0.30% 0.24%
As % of the Processes & Methodologies category 0.24% 0.34% 0.28%
Number of salaries quoted 166 187 178
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 £30,000 £27,300 £29,212
10% offered a salary of more than £95,000 £85,000 £70,000
UK excluding London median salary £38,500 £40,000 £39,375
% change year-on-year
-3.75% +1.58%
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
79530 89127 93038
As % of all permanent IT jobs located in England 88.07% 87.44% 85.42%
Number of salaries quoted 67223 74140 74880
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year
- +2.04%
90% offered a salary of more than £32,500 £32,500 £31,000
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 27 August 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 27 August 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 +2 135 £65,000 +13.04% 13
South East +11 21 £35,000 -28.57% 5
North West +7 20 £39,000 -22.00% 4
East Midlands +3 5 £32,500 -63.88%
Yorkshire +22 4 £23,000 -34.28%
East of England +16 4 £37,750 -24.50% 1
West Midlands -18 3 £52,500 +31.25% 5
South West -10 2 - - 1
Statistical Analysis
UK

Statistical Analysis
Top 30 Related IT Skills in England

For the 6 months to 27 August 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.

1 232 (58.88%) Analytics
2 212 (53.81%) SQL
3 157 (39.85%) R
4 156 (39.59%) Python
5 147 (37.31%) Analytical Skills
6 128 (32.49%) Machine Learning
7 105 (26.65%) Big Data
8 99 (25.13%) Statistics
8 99 (25.13%) Visualisation
9 98 (24.87%) Degree
10 97 (24.62%) Data Analytics
11 96 (24.37%) Finance
12 88 (22.34%) Mathematics
13 87 (22.08%) Data Analysis
14 82 (20.81%) Data Mining
15 78 (19.80%) Hadoop
16 77 (19.54%) Business Intelligence
17 74 (18.78%) PhD
18 70 (17.77%) Marketing
19 69 (17.51%) VBA
20 64 (16.24%) SAS
20 64 (16.24%) Computer Science
20 64 (16.24%) Apache Spark
21 58 (14.72%) Data Visualisation
22 55 (13.96%) MATLAB
23 52 (13.20%) Amazon AWS
24 51 (12.94%) Algorithms
25 50 (12.69%) JavaScript
26 49 (12.44%) Vagrant
26 49 (12.44%) Virtual Machines

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 64 (16.24%) Apache Spark
1 64 (16.24%) SAS
2 32 (8.12%) Apache Pig
3 16 (4.06%) Apache
4 2 (0.51%) SharePoint
5 1 (0.25%) Elasticsearch
5 1 (0.25%) Exchange Server 2013
Applications
1 38 (9.64%) SPSS
2 24 (6.09%) MS Excel
3 21 (5.33%) MS Office
4 16 (4.06%) MS PowerPoint
5 13 (3.30%) MS Visio
6 11 (2.79%) Spreadsheet
7 9 (2.28%) MS Project
8 7 (1.78%) Stata
9 2 (0.51%) CPLEX
9 2 (0.51%) EViews
10 1 (0.25%) S-PLUS
Business Applications
1 3 (0.76%) Oracle AML
2 2 (0.51%) Dynamics NAV
3 1 (0.25%) Cognos TM1
3 1 (0.25%) Dynamics AX
3 1 (0.25%) Dynamics CRM
3 1 (0.25%) Epicor Tropos
3 1 (0.25%) FastStats
3 1 (0.25%) Infor M3
3 1 (0.25%) Infor SunSystems
3 1 (0.25%) Movex
3 1 (0.25%) SAP Business One
3 1 (0.25%) SAP Oil and Gas
3 1 (0.25%) Tesseract
Cloud Services
1 52 (13.20%) Amazon AWS
2 29 (7.36%) Microsoft Azure
3 25 (6.35%) Amazon EC2
3 25 (6.35%) Amazon EMR
3 25 (6.35%) Amazon S3
4 22 (5.58%) Google Analytics
5 16 (4.06%) IBM Cloud
6 2 (0.51%) Google Cloud Platform
6 2 (0.51%) SaaS
7 1 (0.25%) Adobe Analytics
7 1 (0.25%) AdWords
7 1 (0.25%) AWS CloudFormation
7 1 (0.25%) AWS Lambda
7 1 (0.25%) Cloud Computing
7 1 (0.25%) Google Play
7 1 (0.25%) Google Tag Manager
7 1 (0.25%) PaaS
Communications & Networking
1 4 (1.02%) LAN
1 4 (1.02%) PPP
1 4 (1.02%) SAN
1 4 (1.02%) Wi-Fi
1 4 (1.02%) WLAN
2 3 (0.76%) Firewall
3 2 (0.51%) Internet
Database & Business Intelligence
1 105 (26.65%) Big Data
2 82 (20.81%) Data Mining
3 78 (19.80%) Hadoop
4 47 (11.93%) PostgreSQL
5 41 (10.41%) Apache Hive
6 36 (9.14%) Relational Database
7 31 (7.87%) Impala
7 31 (7.87%) SQL Server
8 30 (7.61%) MongoDB
9 25 (6.35%) Neo4j
10 24 (6.09%) Mahout
11 21 (5.33%) NoSQL
12 19 (4.82%) Data Warehouse
13 18 (4.57%) MS Access
14 16 (4.06%) BusinessObjects
15 14 (3.55%) MySQL
16 13 (3.30%) QlikView
17 10 (2.54%) SQL Server Reporting Services
18 9 (2.28%) RDBMS
19 8 (2.03%) SQL Server Integration Services
Development Applications
1 49 (12.44%) Vagrant
2 40 (10.15%) Git (software)
3 24 (6.09%) Jenkins
3 24 (6.09%) Yeoman
4 4 (1.02%) webpack
5 2 (0.51%) SQL Server Management Studio (SSMS)
6 1 (0.25%) Bugzilla
6 1 (0.25%) JIRA
6 1 (0.25%) Synon
6 1 (0.25%) Talend Open Studio
General
1 96 (24.37%) Finance
2 70 (17.77%) Marketing
3 40 (10.15%) Retail
4 29 (7.36%) Banking
5 28 (7.11%) Telecoms
6 23 (5.84%) Advertising
7 19 (4.82%) Games
8 18 (4.57%) Legal
8 18 (4.57%) Manufacturing
9 14 (3.55%) Front Office
10 8 (2.03%) Law
11 3 (0.76%) Investment Banking
12 2 (0.51%) Electronics
12 2 (0.51%) Financial Institution
12 2 (0.51%) French Language
12 2 (0.51%) General Ledger
12 2 (0.51%) German Language
12 2 (0.51%) Retail Banking
13 1 (0.25%) Automotive
13 1 (0.25%) International Banking
Job Titles
1 109 (27.66%) Analyst
2 104 (26.40%) Data Scientist
3 70 (17.77%) Developer
4 45 (11.42%) Data Analyst
5 27 (6.85%) Information Officer
5 27 (6.85%) Information Security Officer
5 27 (6.85%) Security Officer
6 24 (6.09%) Senior Data Scientist
7 21 (5.33%) Senior Analyst
8 19 (4.82%) MATLAB Engineer
8 19 (4.82%) Quantitative Developer
9 18 (4.57%) C# Developer
10 17 (4.31%) Consultant
10 17 (4.31%) SQL Analyst
11 16 (4.06%) Insight Analyst
12 15 (3.81%) Machine Learning Scientist
12 15 (3.81%) SQL Developer
13 14 (3.55%) Analytics Consultant
13 14 (3.55%) Data Consultant
13 14 (3.55%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 34 (8.63%) Natural Language Processing
2 27 (6.85%) SciPy
3 26 (6.60%) Pandas
3 26 (6.60%) scikit-learn
4 25 (6.35%) D3.js
4 25 (6.35%) Lucene
5 24 (6.09%) Cascalog
6 11 (2.79%) .NET
7 9 (2.28%) HTML
8 7 (1.78%) XML
9 5 (1.27%) AngularJS
9 5 (1.27%) Boost C++ Libraries
9 5 (1.27%) CSS
9 5 (1.27%) Middleware
9 5 (1.27%) Node.js
9 5 (1.27%) React
9 5 (1.27%) STL
10 4 (1.02%) Browserify
10 4 (1.02%) Marionette.js
10 4 (1.02%) RequireJS
Miscellaneous
1 147 (37.31%) Analytical Skills
2 99 (25.13%) Statistics
2 99 (25.13%) Visualisation
3 88 (22.34%) Mathematics
4 64 (16.24%) Computer Science
5 51 (12.94%) Algorithms
6 39 (9.90%) Management Information System
7 30 (7.61%) Physics
8 23 (5.84%) Hedge funds
9 16 (4.06%) Fintech
9 16 (4.06%) Neural Network
10 14 (3.55%) Artificial Intelligence
10 14 (3.55%) CUDA
11 13 (3.30%) Economics
12 12 (3.05%) Foreign Exchange (FX)
13 10 (2.54%) Data Extraction
14 7 (1.78%) Equities
15 6 (1.52%) Derivative
15 6 (1.52%) User Experience
16 5 (1.27%) Virtual Team
Operating Systems
1 13 (3.30%) Linux
2 6 (1.52%) Unix
3 5 (1.27%) Windows
4 2 (0.51%) Apple iOS
5 1 (0.25%) Android
Processes & Methodologies
1 232 (58.88%) Analytics
2 128 (32.49%) Machine Learning
3 97 (24.62%) Data Analytics
4 87 (22.08%) Data Analysis
5 77 (19.54%) Business Intelligence
6 58 (14.72%) Data Visualisation
7 48 (12.18%) Predictive Modelling
8 43 (10.91%) Sentiment Analysis
9 42 (10.66%) Open Source
9 42 (10.66%) Unit Testing
10 39 (9.90%) Big Data Analytics
10 39 (9.90%) Data Munging
11 34 (8.63%) Software Engineering
12 31 (7.87%) Time Series Analysis
13 30 (7.61%) Information Security
14 29 (7.36%) ISMS
15 27 (6.85%) Risk Assessment
16 25 (6.35%) Continuous Integration
16 25 (6.35%) Operations Research
16 25 (6.35%) User Stories
Programming Languages
1 212 (53.81%) SQL
2 157 (39.85%) R
3 156 (39.59%) Python
4 69 (17.51%) VBA
5 55 (13.96%) MATLAB
6 50 (12.69%) JavaScript
7 47 (11.93%) C++
8 38 (9.64%) Java
9 29 (7.36%) Clojure
10 26 (6.60%) Bash Shell
11 25 (6.35%) C#
12 24 (6.09%) Cypher
13 13 (3.30%) Ruby
14 7 (1.78%) C
15 6 (1.52%) Scala
16 4 (1.02%) Shell Script
16 4 (1.02%) VB
17 3 (0.76%) Assembly Language
17 3 (0.76%) Perl
18 2 (0.51%) PL/SQL
Qualifications
1 98 (24.87%) Degree
2 74 (18.78%) PhD
3 15 (3.81%) Security Cleared
4 12 (3.05%) SC Cleared
5 11 (2.79%) CISA
5 11 (2.79%) CISSP
6 6 (1.52%) CISM
7 4 (1.02%) Postgraduate
8 3 (0.76%) MBA
9 2 (0.51%) Six Sigma Green Belt
10 1 (0.25%) DBS Check
10 1 (0.25%) ITIL Certification
Quality Assurance & Compliance
1 35 (8.88%) QA
2 30 (7.61%) ISO/IEC 27001
3 14 (3.55%) ISO27002
4 13 (3.30%) Data Quality
5 6 (1.52%) ISO22301
5 6 (1.52%) PCI DSS
6 4 (1.02%) ISO 9000
7 3 (0.76%) ISO 9001
8 1 (0.25%) Actionable Recommendations
8 1 (0.25%) HIPAA
8 1 (0.25%) ISO20022
8 1 (0.25%) SLA
System Software
1 49 (12.44%) Virtual Machines
2 40 (10.15%) VirtualBox
3 26 (6.60%) Docker
4 1 (0.25%) HDFS
4 1 (0.25%) VMware Infrastructure
Systems Management
1 1 (0.25%) Ansible
1 1 (0.25%) Kibana
1 1 (0.25%) logstash
1 1 (0.25%) Mesos
1 1 (0.25%) MOM
1 1 (0.25%) Puppet
Vendors
1 37 (9.39%) Microsoft
2 29 (7.36%) Google
3 28 (7.11%) IBM
4 27 (6.85%) Cloudera
4 27 (6.85%) Tableau
5 25 (6.35%) Hortonworks
6 22 (5.58%) CA
7 18 (4.57%) Oracle
8 11 (2.79%) MicroStrategy
9 6 (1.52%) Cognos
9 6 (1.52%) Minitab
10 4 (1.02%) NetSuite
10 4 (1.02%) ServiceNow
11 3 (0.76%) Informatica
11 3 (0.76%) Netezza
11 3 (0.76%) Twitter
12 2 (0.51%) SAP
12 2 (0.51%) Sybase
13 1 (0.25%) Adobe
13 1 (0.25%) HP
City, London
Harrington Starr
Salary: £45000 - £55000 per annum + plus package and bonus
Posted: 2 days ago
London
Informatiq Consulting
Salary: excellent salary + very attractive benefits
Posted: 2 days ago
City, London
Informatiq Consulting
Salary: £40000 - £50000 per annum + bonus, pension, healthcare
Posted: 4 days ago
Bristol, Avon
EasyWebRecruitment.com
Salary: £24,475 - £29,758
Posted: 4 days ago
Hertfordshire
Lorien Resourcing
Salary: £24000 - £27000 per annum + Benefits
Posted: 3 days ago
Reading, Berkshire
The One Group
Salary: £50k - 65k per year + Benefits
Posted: 2 days ago
London
onezeero.
Salary: £80000 - £100000 per annum + Bonus & Bens
Posted: 4 days ago
Chester, Cheshire
Applause IT Innovation
Salary: £35000 - £55000 per annum + + Great Benefits
Posted: Yesterday
London
Salt
Salary: £45000 - £55000 per annum + Benefits + Bonus
Posted: 2 days ago
Liverpool, Merseyside
McGregor Boyall
Salary: £25000.00 - £35000.00 per annum + excellent benefits
Posted: 3 days ago
City, London
Networking People
Salary: £30000 - £60000 per annum + Profit Share Scheme + Benefits
Posted: 3 days ago
Staffordshire
Churchill Frank International
Salary: £25000 - £35000 per annum
Posted: 3 days ago
London
McGregor Boyall
Salary: £65000 - £75000 per annum
Posted: 3 days ago
Solihull, West Midlands (County)
Rullion IT Plus
Salary: £275 - £320 per day
Posted: 4 days ago
London
Michael Page Technology
Salary: £25000 - £26000 per annum
Posted: 4 days ago
Ringwood
Recruitment Genius Ltd
Salary: £27000 - £35000 per annum
Posted: 8 days ago
Chester
Applause IT Ltd
Salary: £35000 - £55000 per annum + + Great Benefits
Posted: 9 days ago
Manchester
TRG
Salary: 35000-45000 Per Annum + Benefits
Posted: 17 days ago
Maidstone
Ortolan Group
Salary: £25000 per annum
Posted: 20 days ago
West Midlands
Mortimer Spinks
Salary: £18000 - £25000 per annum
Posted: 21 hours ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 12 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 12 days ago
City of London
Huxley
Salary: competitive
Posted: 22 days ago
Brighton
Hays Specialist Recruitment
Salary: £30000 - £35000 per annum + benefits
Posted: 25 days ago
London
Capgemini
Salary: Competitive
Posted: 23 days ago
Warwick
Computer Futures
Salary: competitive
Posted: 23 days ago
Atherstone, Warwickshire
TNT Global IT
Salary: Unspecified
Posted: 14 days ago