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 23 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Statistical Analysis
Rank 696 679 695
Rank change year-on-year
-17 +16
Permanent jobs citing Statistical Analysis 198 269 267
As % of all permanent IT jobs located in England 0.22% 0.26% 0.25%
As % of the Processes & Methodologies category 0.25% 0.30% 0.29%
Number of salaries quoted 166 169 195
Median salary £55,000 £50,000 £42,500
Median salary % change year-on-year
+10.00% +17.64%
90% offered a salary of more than £30,360 £25,000 £31,000
10% offered a salary of more than £97,500 £85,000 £70,000
UK excluding London median salary £40,000 £38,000 £42,500
% change year-on-year
+5.26% -10.58%
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
80658 89775 92908
As % of all permanent IT jobs located in England 87.84% 87.08% 85.49%
Number of salaries quoted 68197 74243 75612
Median salary £50,000 £50,000 £50,000
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 23 July 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 23 July 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 -8 119 £65,000 +13.04% 13
South East +31 32 £40,000 +39.13% 2
North West +12 18 £40,000 +9.58% 5
East Midlands +7 12 £40,500 -4.70%
West Midlands -8 8 £45,000 +5.88% 2
Yorkshire +25 6 £23,000 -31.85% 3
South West +6 2 - -
East of England +17 1 £47,500 -5.00% 1
Statistical Analysis
UK

Statistical Analysis
Top 30 Related IT Skills in England

For the 6 months to 23 July 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.

1 262 (62.09%) Analytics
2 240 (56.87%) SQL
3 174 (41.23%) Analytical Skills
4 159 (37.68%) R
5 149 (35.31%) Python
6 129 (30.57%) Machine Learning
7 116 (27.49%) Visualisation
8 113 (26.78%) Degree
9 111 (26.30%) Statistics
10 107 (25.36%) Big Data
10 107 (25.36%) Data Analysis
11 105 (24.88%) Mathematics
12 101 (23.93%) Data Mining
13 97 (22.99%) Data Analytics
14 95 (22.51%) Business Intelligence
15 89 (21.09%) SAS
16 87 (20.62%) Finance
17 86 (20.38%) VBA
18 85 (20.14%) Marketing
19 81 (19.19%) Hadoop
20 80 (18.96%) Data Visualisation
21 79 (18.72%) PhD
22 67 (15.88%) Computer Science
23 65 (15.40%) Apache Spark
24 59 (13.98%) MATLAB
25 57 (13.51%) JavaScript
25 57 (13.51%) Predictive Modelling
26 51 (12.09%) Retail
27 50 (11.85%) Amazon AWS
28 49 (11.61%) 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 89 (21.09%) SAS
2 65 (15.40%) Apache Spark
3 36 (8.53%) Apache Pig
4 15 (3.55%) Apache
5 3 (0.71%) SharePoint
6 2 (0.47%) Apache Solr
7 1 (0.24%) Elasticsearch
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 45 (10.66%) SPSS
2 31 (7.35%) MS Excel
3 25 (5.92%) MS Office
4 24 (5.69%) MS PowerPoint
5 14 (3.32%) MS Visio
6 12 (2.84%) Spreadsheet
7 10 (2.37%) MS Project
8 4 (0.95%) Stata
9 2 (0.47%) EViews
10 1 (0.24%) S-PLUS
Business Applications
1 3 (0.71%) FastStats
2 1 (0.24%) Cognos TM1
2 1 (0.24%) Dynamics AX
2 1 (0.24%) Dynamics CRM
2 1 (0.24%) Dynamics NAV
2 1 (0.24%) Epicor Tropos
2 1 (0.24%) Infor M3
2 1 (0.24%) Infor SunSystems
2 1 (0.24%) Movex
2 1 (0.24%) SAP Business One
2 1 (0.24%) SAP Oil and Gas
Cloud Services
1 50 (11.85%) Amazon AWS
2 31 (7.35%) Microsoft Azure
3 27 (6.40%) Amazon EC2
3 27 (6.40%) Amazon EMR
3 27 (6.40%) Amazon S3
4 23 (5.45%) Google Analytics
5 3 (0.71%) SaaS
6 2 (0.47%) Cloud Computing
6 2 (0.47%) Google Cloud Platform
6 2 (0.47%) PaaS
7 1 (0.24%) Adobe Analytics
7 1 (0.24%) AWS CloudFormation
7 1 (0.24%) AWS Lambda
7 1 (0.24%) SmartFocus
Communications & Networking
1 5 (1.18%) Firewall
1 5 (1.18%) SAN
2 4 (0.95%) LAN
2 4 (0.95%) PPP
2 4 (0.95%) Wi-Fi
2 4 (0.95%) WLAN
3 2 (0.47%) TCP/IP
4 1 (0.24%) AMQP
4 1 (0.24%) DNS
4 1 (0.24%) FTP
4 1 (0.24%) Internet
Database & Business Intelligence
1 107 (25.36%) Big Data
2 101 (23.93%) Data Mining
3 81 (19.19%) Hadoop
4 45 (10.66%) PostgreSQL
5 44 (10.43%) Apache Hive
6 32 (7.58%) Impala
6 32 (7.58%) SQL Server
7 29 (6.87%) MongoDB
7 29 (6.87%) MS Access
7 29 (6.87%) NoSQL
7 29 (6.87%) Relational Database
8 28 (6.64%) Neo4j
9 26 (6.16%) Mahout
10 18 (4.27%) BusinessObjects
11 16 (3.79%) QlikView
11 16 (3.79%) SQL Server Integration Services
11 16 (3.79%) SQL Server Reporting Services
12 15 (3.55%) Data Warehouse
13 12 (2.84%) SQL Server Analysis Services
14 8 (1.90%) OLAP
Development Applications
1 49 (11.61%) Vagrant
2 42 (9.95%) Git (software)
3 25 (5.92%) Jenkins
3 25 (5.92%) Yeoman
4 2 (0.47%) SQL Server Management Studio (SSMS)
5 1 (0.24%) Synon
5 1 (0.24%) Talend Open Studio
General
1 87 (20.62%) Finance
2 85 (20.14%) Marketing
3 51 (12.09%) Retail
4 33 (7.82%) Telecoms
5 28 (6.64%) Banking
6 26 (6.16%) Advertising
7 21 (4.98%) Legal
8 20 (4.74%) Manufacturing
9 19 (4.50%) Games
10 14 (3.32%) Front Office
11 8 (1.90%) Law
12 2 (0.47%) Billing
12 2 (0.47%) General Ledger
12 2 (0.47%) Investment Banking
12 2 (0.47%) Publishing
12 2 (0.47%) Retail Banking
13 1 (0.24%) Automotive
13 1 (0.24%) Back Office
13 1 (0.24%) Electronics
13 1 (0.24%) International Banking
Job Titles
1 118 (27.96%) Analyst
2 97 (22.99%) Data Scientist
3 78 (18.48%) Developer
4 54 (12.80%) Data Analyst
5 27 (6.40%) Information Officer
5 27 (6.40%) Information Security Officer
5 27 (6.40%) Security Officer
6 21 (4.98%) Consultant
6 21 (4.98%) Senior Analyst
6 21 (4.98%) Senior Data Scientist
7 18 (4.27%) Analytics Consultant
7 18 (4.27%) Insight Analyst
7 18 (4.27%) SQL Analyst
8 17 (4.03%) C# Developer
8 17 (4.03%) Senior Developer
9 16 (3.79%) Data Analytics Consultant
9 16 (3.79%) Data Consultant
9 16 (3.79%) Machine Learning Scientist
9 16 (3.79%) SAS Analyst
10 15 (3.55%) MATLAB Engineer
Libraries, Frameworks & Software Standards
1 35 (8.29%) Natural Language Processing
2 30 (7.11%) SciPy
3 28 (6.64%) D3.js
3 28 (6.64%) scikit-learn
4 27 (6.40%) Pandas
5 25 (5.92%) Cascalog
6 23 (5.45%) Lucene
7 18 (4.27%) .NET
8 7 (1.66%) MDX
8 7 (1.66%) SparkR
8 7 (1.66%) XML
9 5 (1.18%) AngularJS
9 5 (1.18%) Boost C++ Libraries
9 5 (1.18%) Middleware
9 5 (1.18%) STL
10 4 (0.95%) HTML
10 4 (0.95%) Twitter Bootstrap
11 3 (0.71%) FIX Protocol
11 3 (0.71%) JSON
11 3 (0.71%) NumPy
Miscellaneous
1 174 (41.23%) Analytical Skills
2 116 (27.49%) Visualisation
3 111 (26.30%) Statistics
4 105 (24.88%) Mathematics
5 67 (15.88%) Computer Science
6 48 (11.37%) Algorithms
7 40 (9.48%) Management Information System
8 35 (8.29%) Physics
9 27 (6.40%) Hedge funds
10 16 (3.79%) Fintech
11 12 (2.84%) Artificial Intelligence
11 12 (2.84%) Foreign Exchange (FX)
11 12 (2.84%) Neural Network
12 11 (2.61%) Economics
13 10 (2.37%) CUDA
13 10 (2.37%) User Experience
14 8 (1.90%) Data Extraction
14 8 (1.90%) Equities
15 7 (1.66%) Credit Risk
16 6 (1.42%) Derivative
Operating Systems
1 15 (3.55%) Linux
2 8 (1.90%) Windows
3 5 (1.18%) Unix
4 1 (0.24%) Apple iOS
4 1 (0.24%) Windows 7
4 1 (0.24%) Windows Server
4 1 (0.24%) Windows Server 2003
4 1 (0.24%) Windows Server 2008
Processes & Methodologies
1 262 (62.09%) Analytics
2 129 (30.57%) Machine Learning
3 107 (25.36%) Data Analysis
4 97 (22.99%) Data Analytics
5 95 (22.51%) Business Intelligence
6 80 (18.96%) Data Visualisation
7 57 (13.51%) Predictive Modelling
8 49 (11.61%) Open Source
9 43 (10.19%) Data Munging
10 42 (9.95%) Unit Testing
11 38 (9.00%) Big Data Analytics
11 38 (9.00%) Operations Research
12 36 (8.53%) Software Engineering
13 34 (8.06%) Data Modelling
13 34 (8.06%) Statistical Modelling
14 32 (7.58%) Information Security
15 31 (7.35%) Stakeholder Engagement
16 29 (6.87%) Time Series Analysis
17 28 (6.64%) ISMS
18 27 (6.40%) User Stories
Programming Languages
1 240 (56.87%) SQL
2 159 (37.68%) R
3 149 (35.31%) Python
4 86 (20.38%) VBA
5 59 (13.98%) MATLAB
6 57 (13.51%) JavaScript
7 45 (10.66%) C++
7 45 (10.66%) Java
8 33 (7.82%) C#
9 32 (7.58%) Clojure
10 25 (5.92%) Bash Shell
11 16 (3.79%) Ruby
12 11 (2.61%) Scala
13 7 (1.66%) C
14 5 (1.18%) VB
15 4 (0.95%) Assembly Language
15 4 (0.95%) T-SQL
16 3 (0.71%) PL/SQL
16 3 (0.71%) Shell Script
16 3 (0.71%) VBScript
Qualifications
1 113 (26.78%) Degree
2 79 (18.72%) PhD
3 14 (3.32%) SC Cleared
3 14 (3.32%) Security Cleared
4 11 (2.61%) CISSP
5 8 (1.90%) CISA
6 4 (0.95%) MBA
6 4 (0.95%) Postgraduate
7 3 (0.71%) CISM
8 2 (0.47%) ITIL Certification
8 2 (0.47%) Six Sigma Green Belt
9 1 (0.24%) DBS Check
Quality Assurance & Compliance
1 46 (10.90%) QA
2 31 (7.35%) ISO/IEC 27001
3 16 (3.79%) ISO27002
4 8 (1.90%) PCI DSS
5 6 (1.42%) Data Quality
5 6 (1.42%) ISO22301
6 4 (0.95%) ISO 9000
7 3 (0.71%) ISO 9001
7 3 (0.71%) SLA
8 1 (0.24%) Actionable Recommendations
8 1 (0.24%) HIPAA
8 1 (0.24%) ISO20022
System Software
1 48 (11.37%) Virtual Machines
2 42 (9.95%) VirtualBox
3 25 (5.92%) Docker
4 1 (0.24%) Active Directory
4 1 (0.24%) Firmware
4 1 (0.24%) HDFS
4 1 (0.24%) VMware Infrastructure
Systems Management
1 2 (0.47%) EMC NetWorker
1 2 (0.47%) Hadoop YARN
2 1 (0.24%) Ansible
2 1 (0.24%) Kibana
2 1 (0.24%) Kubernetes
2 1 (0.24%) logstash
2 1 (0.24%) Mesos
2 1 (0.24%) MOM
2 1 (0.24%) Puppet
Vendors
1 46 (10.90%) Microsoft
2 35 (8.29%) Google
3 26 (6.16%) Tableau
4 25 (5.92%) Hortonworks
4 25 (5.92%) IBM
5 23 (5.45%) Cloudera
6 22 (5.21%) CA
7 14 (3.32%) MicroStrategy
8 13 (3.08%) Oracle
9 9 (2.13%) Minitab
10 7 (1.66%) Cognos
11 5 (1.18%) Twitter
12 4 (0.95%) NetSuite
12 4 (0.95%) ServiceNow
13 3 (0.71%) Informatica
14 2 (0.47%) Computacenter
14 2 (0.47%) EMC
14 2 (0.47%) HP
14 2 (0.47%) Intel Security
14 2 (0.47%) SAP
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 16 hours ago
Halstead, Essex
Agentis Solution
Salary: From £45,000 to £55,000 per annum
Posted: 17 hours ago
London
Colston Consulting
Salary: £60000 - £75000 per annum, Benefits Excellent benefit and bonus
Posted: 16 hours ago
City, London
The Collinson Group
Salary: From £55,000 to £70,000 per annum
Posted: 22 hours ago
Oldham
Capita Internal Resourcing
Salary: Benefits
Posted: 2 days ago
London
Michael Page Technology
Salary: £25000 - £26000 per annum
Posted: Yesterday
Irlam (Relocating to Salford Quays from April...
Talk Talk Group PLC
Salary: Competitive
Posted: 2 days ago
London
Kite Blue
Posted: 2 days ago
Stoke-On-Trent, Staffordshire
Uniting Ambition
Salary: £20k - 30k per year
Posted: 4 days ago
London
Capgemini
Salary: Competitive
Posted: 2 days ago
London
TEKsystems
Salary: £25000 - £40000 per annum + brilliant bonuses and benefits
Posted: 4 days ago
South East
Experis Ltd
Salary: £35000 - £50000 per annum + Benefits
Posted: 2 days ago
Leeds
Capita plc
Salary: £30000 - £34000 per annum + Benefits
Posted: 5 days ago
Manchester, Lancashire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £35000 - £45000 Per Annum + Benefits
Posted: 5 days ago
Chester, Cheshire
Applause IT Innovation
Salary: £30000 - £35000 per annum + + Great Benefits
Posted: 3 days ago
London
ABILITY Resorucing Ltd
Salary: £50000 - £65000 per annum + Options (Early Stage)
Posted: 9 days ago
London
Explore Recruitment Solutions
Salary: £35000 per annum
Posted: 4 days ago
Lancashire
Capita Resourcing - Property
Salary: + company benefits
Posted: 2 days ago
London
Client Server
Salary: £80,000 to £110,000 + bonus + benefits
Posted: 8 days ago
London
HFG
Salary: £28000 - £32000 per annum
Posted: 22 days ago
Warwick
Computer Futures
Salary: competitive
Posted: 8 days ago
Rotherham
Capita plc
Salary: £30000 - £34000 per annum + Benefits
Posted: 19 days ago
London
Capgemini
Salary: Competitive
Posted: 16 days ago
Huddersfield
Hays Specialist Recruitment
Salary: £18000.00 - £28000.00 per annum
Posted: 26 days ago
London
Client Server
Salary: £80k to £110k + bonus + benefits
Posted: 24 days ago
Slough, Berkshire
Coal IT Services
Salary: From £40,000 to £45,000 per annum Plus Excellent Bens
Posted: Yesterday