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 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Statistical Analysis
UK / England
Rank 662 711 733
Rank change year-on-year
+49 +22
Permanent jobs citing Statistical Analysis 166 217 196
As % of all permanent IT jobs located in England 0.21% 0.23% 0.20%
As % of the Processes & Methodologies category 0.24% 0.26% 0.23%
Number of salaries quoted 132 176 162
Median salary £49,500 £52,500 £45,000
Median salary % change year-on-year
-5.71% +16.66%
90% offered a salary of more than £35,088 £29,700 £31,200
10% offered a salary of more than £75,000 £85,000 £80,000
UK excluding London median salary £44,250 £37,000 £42,500
% change year-on-year
+19.59% -12.94%

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
69069 84139 86089
As % of all permanent IT jobs located in England 88.85% 88.35% 86.66%
Number of salaries quoted 57142 70621 71057
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £77,000
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 25 February 2017.

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 February 2017. 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 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 +37 85 £65,000 +8.33% 17
South West +26 17 £45,000 +63.63% 1
South East +61 16 £47,000 +10.58% 1
East of England +31 16 £35,088 -38.97% 4
North West -4 14 £50,000 +72.41% 1
West Midlands +33 11 £36,500 +32.72% 3
Yorkshire +29 5 £35,000 +12.00% 3
East Midlands -16 2 - -
Statistical Analysis
UK

Statistical Analysis
Top 30 Related IT Skills in England

For the 6 months to 25 February 2017, 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.

1 153 (40.58%) Analytics
2 151 (40.05%) SQL
3 140 (37.14%) Python
4 129 (34.22%) Analytical Skills
5 124 (32.89%) R
6 118 (31.30%) Finance
7 108 (28.65%) Degree
8 103 (27.32%) Mathematics
9 101 (26.79%) Statistics
10 87 (23.08%) Marketing
11 85 (22.55%) SAS
12 82 (21.75%) Computer Science
13 72 (19.10%) Machine Learning
14 71 (18.83%) Hadoop
15 65 (17.24%) MS Excel
16 64 (16.98%) Big Data
17 63 (16.71%) PhD
18 61 (16.18%) Visualisation
19 60 (15.92%) Algorithms
20 54 (14.32%) Data Mining
21 50 (13.26%) Data Analysis
22 49 (13.00%) MATLAB
22 49 (13.00%) Predictive Modelling
23 47 (12.47%) Data Analytics
24 45 (11.94%) VBA
25 42 (11.14%) Microsoft
26 41 (10.88%) Business Intelligence
27 40 (10.61%) SPSS
27 40 (10.61%) Agile Software Development
27 40 (10.61%) Apache Spark

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 85 (22.55%) SAS
2 40 (10.61%) Apache Spark
3 16 (4.24%) Apache Pig
4 9 (2.39%) Apache
4 9 (2.39%) OpenStack
5 6 (1.59%) SharePoint
6 5 (1.33%) Elasticsearch
6 5 (1.33%) Oracle Workflow
7 3 (0.80%) Confluence
Applications
1 65 (17.24%) MS Excel
2 40 (10.61%) SPSS
3 28 (7.43%) MS Office
4 27 (7.16%) MS PowerPoint
5 7 (1.86%) Stata
6 5 (1.33%) MS Visio
7 3 (0.80%) Spreadsheet
7 3 (0.80%) SPSS Modeler
8 2 (0.53%) EViews
8 2 (0.53%) MS Project
Business Applications
1 6 (1.59%) FastStats
2 4 (1.06%) Data Workbench
3 2 (0.53%) Aareon QL
3 2 (0.53%) Academy Housing
3 2 (0.53%) Dynamics GP
3 2 (0.53%) Dynamics NAV
3 2 (0.53%) Exchequer
3 2 (0.53%) Kypera Housing
3 2 (0.53%) MIS ActiveH
3 2 (0.53%) Northgate Housing
3 2 (0.53%) OPENHousing
3 2 (0.53%) Oracle Financials
3 2 (0.53%) Orchard Housing
3 2 (0.53%) Pegasus Opera
3 2 (0.53%) SAP CO
3 2 (0.53%) SAP FI
3 2 (0.53%) SAP FI/CO
3 2 (0.53%) Unit4 Business World
4 1 (0.27%) Movex
4 1 (0.27%) Tesseract
Cloud Services
1 21 (5.57%) Amazon AWS
2 16 (4.24%) Google Analytics
3 7 (1.86%) Microsoft Azure
4 6 (1.59%) Amazon EC2
5 5 (1.33%) Amazon EMR
5 5 (1.33%) Amazon S3
6 4 (1.06%) Google Cloud Platform
7 3 (0.80%) Adobe Analytics
8 2 (0.53%) AWS Lambda
8 2 (0.53%) Google Tag Manager
9 1 (0.27%) Amazon Kinesis
9 1 (0.27%) DigitalOcean
9 1 (0.27%) IBM Cloud
9 1 (0.27%) Office 365
Communications & Networking
1 12 (3.18%) ATM
1 12 (3.18%) LAN
2 11 (2.92%) DSL
2 11 (2.92%) Ethernet
2 11 (2.92%) GLBP
2 11 (2.92%) HSRP
2 11 (2.92%) ISDN
2 11 (2.92%) MPLS
2 11 (2.92%) VRRP
3 6 (1.59%) Cisco ASA
3 6 (1.59%) Firewall
3 6 (1.59%) SAN
4 5 (1.33%) MIMO
4 5 (1.33%) OFDM
4 5 (1.33%) Wireless
5 4 (1.06%) PABX
6 2 (0.53%) Internet
7 1 (0.27%) FTP
7 1 (0.27%) HTTP
7 1 (0.27%) SMS
Database & Business Intelligence
1 71 (18.83%) Hadoop
2 64 (16.98%) Big Data
3 54 (14.32%) Data Mining
4 35 (9.28%) Relational Database
5 29 (7.69%) SQL Server
6 23 (6.10%) Apache Hive
7 21 (5.57%) MySQL
8 19 (5.04%) Data Warehouse
9 17 (4.51%) QlikView
10 16 (4.24%) NoSQL
11 15 (3.98%) MongoDB
12 12 (3.18%) Spotfire
13 11 (2.92%) Impala
13 11 (2.92%) Neo4j
13 11 (2.92%) SQL Server Integration Services
14 8 (2.12%) GIS
14 8 (2.12%) Mahout
14 8 (2.12%) PostgreSQL
14 8 (2.12%) SAS Enterprise Guide
15 7 (1.86%) SQL Server Reporting Services
Development Applications
1 7 (1.86%) Git (software)
2 6 (1.59%) Vagrant
3 5 (1.33%) Jenkins
3 5 (1.33%) Yeoman
4 4 (1.06%) Talend Open Studio
5 3 (0.80%) JMeter
5 3 (0.80%) LoadRunner
6 2 (0.53%) SQL Server Management Studio (SSMS)
6 2 (0.53%) webpack
7 1 (0.27%) Visual Studio
General
1 118 (31.30%) Finance
2 87 (23.08%) Marketing
3 28 (7.43%) Banking
4 17 (4.51%) Telecoms
5 15 (3.98%) Front Office
6 13 (3.45%) Advertising
6 13 (3.45%) Retail
7 10 (2.65%) Pharmaceutical
8 9 (2.39%) Games
9 6 (1.59%) Automotive
9 6 (1.59%) Financial Institution
9 6 (1.59%) Investment Banking
9 6 (1.59%) Manufacturing
10 4 (1.06%) Law
11 3 (0.80%) Electronics
11 3 (0.80%) Legal
11 3 (0.80%) Mandarin Language
11 3 (0.80%) Publishing
12 2 (0.53%) Back Office
12 2 (0.53%) Billing
Job Titles
1 122 (32.36%) Analyst
2 83 (22.02%) Data Scientist
3 45 (11.94%) Data Analyst
4 36 (9.55%) Developer
5 27 (7.16%) Senior Data Scientist
6 25 (6.63%) Consultant
7 21 (5.57%) Senior Analyst
8 16 (4.24%) Insight Analyst
9 13 (3.45%) SAS Analyst
9 13 (3.45%) SQL Analyst
9 13 (3.45%) Statistical Analyst
10 12 (3.18%) Data Engineer
11 11 (2.92%) Marketing Analyst
11 11 (2.92%) NOC Technician
12 10 (2.65%) Python Developer
12 10 (2.65%) Quantitative Developer
12 10 (2.65%) SQL Data Analyst
13 9 (2.39%) Analytics Consultant
13 9 (2.39%) Analytics Manager
13 9 (2.39%) C++ Developer
Libraries, Frameworks & Software Standards
1 15 (3.98%) HTML
2 10 (2.65%) CSS
3 9 (2.39%) Natural Language Processing
4 8 (2.12%) Pandas
4 8 (2.12%) scikit-learn
5 6 (1.59%) D3.js
5 6 (1.59%) HTML5
5 6 (1.59%) SciPy
6 5 (1.33%) .NET
6 5 (1.33%) Cascalog
6 5 (1.33%) Web Services
7 4 (1.06%) LAMP
8 3 (0.80%) Boost C++ Libraries
8 3 (0.80%) Node.js
8 3 (0.80%) React
9 2 (0.53%) Backbone.js
9 2 (0.53%) Browserify
9 2 (0.53%) jQuery
9 2 (0.53%) Marionette.js
9 2 (0.53%) RequireJS
Miscellaneous
1 129 (34.22%) Analytical Skills
2 82 (21.75%) Computer Science
3 60 (15.92%) Algorithms
4 13 (3.45%) Data Structures
5 9 (2.39%) Credit Risk
6 7 (1.86%) Data Centre
7 6 (1.59%) Private Cloud
7 6 (1.59%) User Experience
8 5 (1.33%) Hedge funds
8 5 (1.33%) Social Media
9 4 (1.06%) Data Protection Act
9 4 (1.06%) Derivative
9 4 (1.06%) Fintech
9 4 (1.06%) Foreign Exchange (FX)
10 3 (0.80%) Digital Media
10 3 (0.80%) Management Information System
11 2 (0.53%) Market Risk
11 2 (0.53%) Reference Data
11 2 (0.53%) Reinsurance
12 1 (0.27%) Mobile App
Operating Systems
1 27 (7.16%) Linux
2 13 (3.45%) Unix
3 12 (3.18%) Windows
4 1 (0.27%) Windows Server
Processes & Methodologies
1 153 (40.58%) Analytics
2 103 (27.32%) Mathematics
3 101 (26.79%) Statistics
4 72 (19.10%) Machine Learning
5 61 (16.18%) Visualisation
6 50 (13.26%) Data Analysis
7 49 (13.00%) Predictive Modelling
8 47 (12.47%) Data Analytics
9 41 (10.88%) Business Intelligence
10 40 (10.61%) Agile Software Development
11 39 (10.34%) Data Modelling
12 31 (8.22%) Operations Research
13 29 (7.69%) Data Visualisation
13 29 (7.69%) Physics
14 27 (7.16%) Statistical Modelling
15 26 (6.90%) Data Architecture
16 25 (6.63%) Time Series Analysis
17 24 (6.37%) Risk Management
18 22 (5.84%) Continuous Improvement
18 22 (5.84%) Decision Tree
Programming Languages
1 151 (40.05%) SQL
2 140 (37.14%) Python
3 124 (32.89%) R
4 49 (13.00%) MATLAB
5 45 (11.94%) VBA
6 37 (9.81%) C++
7 23 (6.10%) C
8 21 (5.57%) Java
9 20 (5.31%) Scala
10 17 (4.51%) C#
11 16 (4.24%) JavaScript
12 10 (2.65%) Shell Script
13 7 (1.86%) Perl
14 6 (1.59%) Bash Shell
14 6 (1.59%) T-SQL
15 5 (1.33%) Clojure
15 5 (1.33%) Cypher
15 5 (1.33%) VB
16 3 (0.80%) Ruby
17 1 (0.27%) tcsh
Qualifications
1 108 (28.65%) Degree
2 63 (16.71%) PhD
3 16 (4.24%) Security Cleared
4 14 (3.71%) SC Cleared
5 9 (2.39%) CISA
5 9 (2.39%) CISSP
6 8 (2.12%) CISM
7 6 (1.59%) CCNA
7 6 (1.59%) Cisco Certification
7 6 (1.59%) MCSE
7 6 (1.59%) Microsoft Certification
8 3 (0.80%) DV Cleared
8 3 (0.80%) MBA
9 1 (0.27%) APMP
9 1 (0.27%) CRISC
9 1 (0.27%) PMP
Quality Assurance & Compliance
1 39 (10.34%) Data Quality
2 13 (3.45%) QA
3 8 (2.12%) ISO/IEC 27001
4 6 (1.59%) COBIT
4 6 (1.59%) PMO
5 4 (1.06%) GDPR
6 3 (0.80%) ISO 9001
7 2 (0.53%) GCP
7 2 (0.53%) GLP
8 1 (0.27%) ISO27002
System Software
1 6 (1.59%) Active Directory
1 6 (1.59%) Forefront TMG
1 6 (1.59%) Hyper-V
1 6 (1.59%) ISA Server
1 6 (1.59%) UAG
1 6 (1.59%) Virtual Machines
1 6 (1.59%) Virtual Servers
1 6 (1.59%) VirtualBox
1 6 (1.59%) VMware Infrastructure
2 2 (0.53%) HDFS
3 1 (0.27%) Docker
Vendors
1 42 (11.14%) Microsoft
2 29 (7.69%) Tableau
3 22 (5.84%) Oracle
4 21 (5.57%) Google
5 17 (4.51%) Cisco
6 11 (2.92%) Juniper
6 11 (2.92%) VMware
7 9 (2.39%) Adobe
8 8 (2.12%) Salesforce.com
9 6 (1.59%) Actimize
9 6 (1.59%) Dell
9 6 (1.59%) HP
9 6 (1.59%) IBM
10 5 (1.33%) Lavastorm
10 5 (1.33%) Netezza
10 5 (1.33%) Norkom
10 5 (1.33%) Serena
10 5 (1.33%) Sun
10 5 (1.33%) Teradata
10 5 (1.33%) TIBCO
London
Computer Futures
Salary: £75000 per annum + competitive
Posted: 17 hours ago
London
Computer Futures
Salary: £55000 - £90000 per annum + competitive
Posted: 11 hours ago
London
RedCat Solutions
Posted: Yesterday
City, London
Evolution Recruitment Solutions
Salary: 55000 - 70000 + excellent benefits
Posted: 3 days ago
London
Parallel Consulting
Salary: £50000 - £65000 per annum + Generous bonus and benefits package
Posted: 3 days ago
London
McGregor Boyall
Salary: £65000 - £85000 per annum
Posted: 3 days ago
West Yorkshire
Parallel Consulting
Salary: £60000 - £75000 per annum + Generous bonus and benefits package
Posted: 4 days ago
London
Eligo Recruitment Ltd
Salary: £50000 - £60000 per annum + Healthcare, Bonus package
Posted: 5 days ago
South East London
Lawrence Harvey Enterprise
Salary: £28000.00 - £35000.00 per annum
Posted: 5 days ago
Birmingham
Intouch Games Ltd
Salary: £0 - £35,000 per year
Posted: 3 days ago
Halesowen, West Midlands (County)
In touch games
Salary: £25000 - £35000 per annum + benefits (inc flexi hrs)
Posted: 3 days ago
Bradford, West Yorkshire
The Bridge Ltd
Salary: From £20,000 to £25,000 per annum £20,000 - £25,000 + benefits
Posted: 5 days ago
Manchester
Hays Specialist Recruitment Ltd
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 9 days ago
City, London
Quant Capital
Salary: Up to £40,000 per annum + benefits and bonus
Posted: 4 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 8 days ago
Coventry
Churchill Frank
Salary: £60000 - £70000 per annum
Posted: 7 days ago
London
Information Technology Services
Salary: £70k - 80k per year
Posted: Yesterday
London
myBench Ltd
Salary: From £60,000 to £80,000 per annum
Posted: 17 days ago
London
Robert Walters UK
Salary: £50000 - £65000 per annum
Posted: 26 days ago
South West England
Real Staffing
Salary: £49 - £50 per annum + competitive
Posted: 15 days ago
London
Hays London City Cheapside
Salary: £45000.00 - £50000.00 per annum
Posted: 10 days ago
London
Moorfields Eye Hospital
Salary: incl HCAS
Posted: 17 days ago
Leeds
Churchill Frank
Salary: £30000 - £45000 per annum + Bonus
Posted: 23 days ago
City of London
Hays London City Cheapside
Salary: £45000.00 - £50000.00 per annum
Posted: 18 days ago
City of London
Venturi
Salary: £22000.00 - £30000.00 per annum
Posted: 16 days ago