The table below looks at the statistics for Statistical Analysis skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Statistical Analysis over the 3 months to 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Statistical Analysis
UK
Rank 649 732 744
Rank change year-on-year
+83 +12
Permanent jobs citing Statistical Analysis 200 208 207
As % of all permanent IT jobs located in the UK 0.24% 0.21% 0.20%
As % of the Processes & Methodologies category 0.27% 0.24% 0.23%
Number of salaries quoted 164 160 152
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 £28,650 £35,000
10% offered a salary of more than £85,000 £85,000 £80,000
UK excluding London median salary £40,000 £37,000 £42,500
% change year-on-year
+8.10% -12.94%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
74379 87644 90527
As % of all permanent IT jobs located in the UK 88.14% 87.68% 86.05%
Number of salaries quoted 61268 72885 74721
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 £32,500 £31,000
10% offered a salary of more than £77,000 £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

The demand trend of job ads citing Statistical Analysis as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Statistical Analysis Jobs Demand Trend in the UK

Statistical Analysis
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistical Analysis within the UK.

Statistical Analysis Salary Trend in the UK

Statistical Analysis
Salary Histogram

This chart provides a salary histogram for IT jobs citing Statistical Analysis over the 3 months to 20 January 2017 within the UK.

Statistical Analysis Salary Histogram in the UK

Statistical Analysis
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Analysis within the UK over the 3 months to 20 January 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
England +90 190 £45,000 -14.28% 36
London +46 90 £63,750 -1.92% 22
South East +82 34 £40,000 -5.88% 3
City of London +24 23 £72,500 +16.00% 3
East of England +36 17 £35,088 -33.16% 2
South West +19 17 £45,000 +63.63%
Yorkshire +33 12 £35,000 - 2
Cambridgeshire +14 12 £35,088 -33.16%
North West -8 11 £42,500 +65.04% 1
Cambridge - 9 £35,088 -
Berkshire +54 8 £76,250 +106.08% 2
West Yorkshire +34 8 £35,000 -6.66% 2
Hampshire +16 8 £22,500 -39.18%
Exeter - 8 £45,000 -
Devon - 8 £45,000 -
West Midlands -8 7 £41,500 +50.90% 5
Leeds +26 6 £35,000 -6.66% 1
Bristol - 6 £57,500 -
Kent - 6 £46,500 -
Surrey +33 5 £64,750 +52.35%
Cheshire +19 5 £34,000 +52.80%
Manchester -17 5 £50,000 +72.41% 1
Coventry +16 4 £41,500 -24.54% 1
Bedfordshire +16 4 £44,000 -
Scotland +15 4 - - 1
West Sussex +10 4 £45,000 +36.36% 1
Edinburgh +9 4 - -
South Wales +7 4 £50,000 +8.10%
Wales +5 4 £50,000 +8.10%
Leighton Buzzard - 4 £44,000 -

Statistical Analysis
Top 30 Related IT Skills

For the 6 months to 20 January 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 with a requirement for Statistical Analysis.

1 188 (44.87%) Analytics
2 166 (39.62%) SQL
3 160 (38.19%) Python
4 144 (34.37%) R
5 140 (33.41%) Analytical Skills
6 131 (31.26%) Finance
7 119 (28.40%) Degree
8 106 (25.30%) Statistics
9 90 (21.48%) Computer Science
10 89 (21.24%) SAS
11 88 (21.00%) Machine Learning
12 84 (20.05%) Mathematics
13 83 (19.81%) Marketing
14 81 (19.33%) Hadoop
15 76 (18.14%) Big Data
16 69 (16.47%) Data Mining
17 68 (16.23%) Algorithms
18 67 (15.99%) MS Excel
19 63 (15.04%) Data Analysis
20 62 (14.80%) Data Analytics
21 61 (14.56%) Visualisation
22 59 (14.08%) PhD
23 54 (12.89%) Business Intelligence
23 54 (12.89%) Apache Spark
24 52 (12.41%) MATLAB
25 50 (11.93%) VBA
26 49 (11.69%) Predictive Modelling
27 48 (11.46%) Data Quality
28 46 (10.98%) C++
28 46 (10.98%) Agile Software Development

Statistical Analysis
Top Related IT Skills 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 (21.24%) SAS
2 54 (12.89%) Apache Spark
3 18 (4.30%) Apache Pig
4 13 (3.10%) Apache
5 9 (2.15%) OpenStack
6 5 (1.19%) Elasticsearch
6 5 (1.19%) Oracle Workflow
6 5 (1.19%) SharePoint
7 4 (0.95%) ArcGIS
8 3 (0.72%) Confluence
9 1 (0.24%) IIS
Applications
1 67 (15.99%) MS Excel
2 44 (10.50%) SPSS
3 29 (6.92%) MS Office
4 24 (5.73%) MS PowerPoint
5 9 (2.15%) Stata
6 3 (0.72%) MS Visio
6 3 (0.72%) Spreadsheet
7 2 (0.48%) CPLEX
8 1 (0.24%) EViews
Business Applications
1 6 (1.43%) FastStats
2 4 (0.95%) Data Workbench
2 4 (0.95%) Oracle AML
3 3 (0.72%) Dynamics NAV
4 2 (0.48%) Aareon QL
4 2 (0.48%) Academy Housing
4 2 (0.48%) Dynamics GP
4 2 (0.48%) Exchequer
4 2 (0.48%) MIS ActiveH
4 2 (0.48%) Northgate Housing
4 2 (0.48%) OPENHousing
4 2 (0.48%) Oracle Financials
4 2 (0.48%) Orchard Housing
4 2 (0.48%) Pegasus Opera
4 2 (0.48%) SAP CO
4 2 (0.48%) SAP FI
4 2 (0.48%) SAP FI/CO
4 2 (0.48%) SAP Oil and Gas
4 2 (0.48%) Tesseract
4 2 (0.48%) Unit4 Business World
Cloud Services
1 27 (6.44%) Amazon AWS
2 18 (4.30%) Google Analytics
3 13 (3.10%) Microsoft Azure
4 7 (1.67%) Amazon EC2
5 6 (1.43%) Amazon EMR
5 6 (1.43%) Amazon S3
6 4 (0.95%) Google Cloud Platform
7 3 (0.72%) Adobe Analytics
8 2 (0.48%) AWS Lambda
9 1 (0.24%) AdWords
9 1 (0.24%) Amazon Kinesis
9 1 (0.24%) DigitalOcean
9 1 (0.24%) Google Play
9 1 (0.24%) Google Tag Manager
9 1 (0.24%) IBM Cloud
9 1 (0.24%) Office 365
Communications & Networking
1 11 (2.63%) ATM
2 10 (2.39%) DSL
2 10 (2.39%) Ethernet
2 10 (2.39%) GLBP
2 10 (2.39%) HSRP
2 10 (2.39%) ISDN
2 10 (2.39%) LAN
2 10 (2.39%) MPLS
2 10 (2.39%) VRRP
3 6 (1.43%) Cisco ASA
3 6 (1.43%) Firewall
3 6 (1.43%) SAN
4 5 (1.19%) MIMO
4 5 (1.19%) OFDM
4 5 (1.19%) Wireless
5 3 (0.72%) Internet
6 2 (0.48%) PABX
7 1 (0.24%) SMS
Database & Business Intelligence
1 81 (19.33%) Hadoop
2 76 (18.14%) Big Data
3 69 (16.47%) Data Mining
4 40 (9.55%) Relational Database
4 40 (9.55%) SQL Server
5 35 (8.35%) MySQL
6 28 (6.68%) Data Warehouse
7 25 (5.97%) Apache Hive
8 18 (4.30%) MongoDB
8 18 (4.30%) PostgreSQL
9 16 (3.82%) QlikView
10 15 (3.58%) NoSQL
11 14 (3.34%) Impala
11 14 (3.34%) SQL Server Integration Services
12 13 (3.10%) Spotfire
13 12 (2.86%) GIS
14 11 (2.63%) Neo4j
15 9 (2.15%) SQL Server Analysis Services
15 9 (2.15%) SQL Server Reporting Services
15 9 (2.15%) Text Mining
Development Applications
1 10 (2.39%) Vagrant
2 7 (1.67%) Git (software)
3 6 (1.43%) Jenkins
3 6 (1.43%) webpack
3 6 (1.43%) Yeoman
4 4 (0.95%) Talend Open Studio
5 3 (0.72%) JMeter
5 3 (0.72%) LoadRunner
6 2 (0.48%) SQL Server Management Studio (SSMS)
7 1 (0.24%) Bugzilla
7 1 (0.24%) JIRA
General
1 131 (31.26%) Finance
2 83 (19.81%) Marketing
3 35 (8.35%) Banking
4 19 (4.53%) Front Office
4 19 (4.53%) Retail
5 17 (4.06%) Telecoms
6 13 (3.10%) Advertising
7 11 (2.63%) Games
8 10 (2.39%) Pharmaceutical
9 9 (2.15%) Manufacturing
10 7 (1.67%) Investment Banking
11 6 (1.43%) Automotive
11 6 (1.43%) Electronics
11 6 (1.43%) Financial Institution
12 4 (0.95%) Law
13 3 (0.72%) Legal
13 3 (0.72%) Mandarin Language
13 3 (0.72%) Publishing
14 2 (0.48%) French Language
14 2 (0.48%) German Language
Job Titles
1 141 (33.65%) Analyst
2 99 (23.63%) Data Scientist
3 58 (13.84%) Data Analyst
4 54 (12.89%) Developer
5 31 (7.40%) Senior Data Scientist
6 25 (5.97%) Consultant
7 19 (4.53%) Senior Analyst
8 17 (4.06%) Data Engineer
9 16 (3.82%) SQL Analyst
10 15 (3.58%) Quantitative Developer
11 14 (3.34%) Insight Analyst
11 14 (3.34%) SQL Data Analyst
12 13 (3.10%) Python Developer
12 13 (3.10%) SAS Analyst
12 13 (3.10%) Statistical Analyst
13 11 (2.63%) Analytics Manager
13 11 (2.63%) C++ Developer
14 10 (2.39%) Analytics Consultant
14 10 (2.39%) Data Analytics Manager
14 10 (2.39%) NOC Technician
Libraries, Frameworks & Software Standards
1 16 (3.82%) HTML
2 13 (3.10%) CSS
3 11 (2.63%) Natural Language Processing
4 10 (2.39%) HTML5
5 9 (2.15%) Pandas
6 8 (1.91%) Node.js
6 8 (1.91%) React
7 7 (1.67%) D3.js
7 7 (1.67%) scikit-learn
7 7 (1.67%) SciPy
8 6 (1.43%) Backbone.js
8 6 (1.43%) Browserify
8 6 (1.43%) Cascalog
8 6 (1.43%) jQuery
8 6 (1.43%) Marionette.js
8 6 (1.43%) RequireJS
9 5 (1.19%) .NET
9 5 (1.19%) Web Services
10 4 (0.95%) LAMP
10 4 (0.95%) Lucene
Miscellaneous
1 140 (33.41%) Analytical Skills
2 106 (25.30%) Statistics
3 90 (21.48%) Computer Science
4 84 (20.05%) Mathematics
5 68 (16.23%) Algorithms
6 61 (14.56%) Visualisation
7 34 (8.11%) Physics
8 21 (5.01%) Economics
9 19 (4.53%) Data Extraction
10 12 (2.86%) Data Structures
11 10 (2.39%) Neural Network
12 8 (1.91%) Credit Risk
13 7 (1.67%) Data Centre
13 7 (1.67%) User Experience
14 6 (1.43%) Foreign Exchange (FX)
14 6 (1.43%) Hedge funds
14 6 (1.43%) Private Cloud
14 6 (1.43%) Social Media
15 5 (1.19%) Digital Media
15 5 (1.19%) Management Information System
Operating Systems
1 28 (6.68%) Linux
2 17 (4.06%) Unix
3 13 (3.10%) Windows
4 1 (0.24%) Android
4 1 (0.24%) Apple iOS
4 1 (0.24%) Windows 7
Processes & Methodologies
1 188 (44.87%) Analytics
2 88 (21.00%) Machine Learning
3 63 (15.04%) Data Analysis
4 62 (14.80%) Data Analytics
5 54 (12.89%) Business Intelligence
6 49 (11.69%) Predictive Modelling
7 46 (10.98%) Agile Software Development
8 34 (8.11%) Data Modelling
9 29 (6.92%) Open Source
10 28 (6.68%) ETL
10 28 (6.68%) Statistical Modelling
11 27 (6.44%) Time Series Analysis
12 25 (5.97%) Data Architecture
12 25 (5.97%) Operations Research
13 24 (5.73%) Data Visualisation
13 24 (5.73%) SDLC
14 23 (5.49%) E-Commerce
15 22 (5.25%) Continuous Improvement
15 22 (5.25%) Validation
16 21 (5.01%) Risk Management
Programming Languages
1 166 (39.62%) SQL
2 160 (38.19%) Python
3 144 (34.37%) R
4 52 (12.41%) MATLAB
5 50 (11.93%) VBA
6 46 (10.98%) C++
7 29 (6.92%) Java
8 28 (6.68%) JavaScript
9 24 (5.73%) C
10 22 (5.25%) Scala
11 18 (4.30%) C#
12 13 (3.10%) Perl
13 12 (2.86%) Shell Script
14 9 (2.15%) Bash Shell
15 8 (1.91%) Clojure
16 6 (1.43%) Cypher
16 6 (1.43%) Ruby
17 5 (1.19%) PHP
17 5 (1.19%) T-SQL
17 5 (1.19%) VB
Qualifications
1 119 (28.40%) Degree
2 59 (14.08%) PhD
3 15 (3.58%) Security Cleared
4 11 (2.63%) CISA
5 10 (2.39%) CISSP
5 10 (2.39%) SC Cleared
6 9 (2.15%) CISM
7 6 (1.43%) CCNA
7 6 (1.43%) Cisco Certification
7 6 (1.43%) MCSE
7 6 (1.43%) Microsoft Certification
8 3 (0.72%) MBA
9 2 (0.48%) CRISC
Quality Assurance & Compliance
1 48 (11.46%) Data Quality
2 19 (4.53%) QA
3 9 (2.15%) ISO/IEC 27001
4 5 (1.19%) COBIT
5 3 (0.72%) GDPR
6 2 (0.48%) GCP
6 2 (0.48%) GLP
6 2 (0.48%) ISO 9001
7 1 (0.24%) ISO27002
System Software
1 10 (2.39%) Virtual Machines
2 7 (1.67%) VirtualBox
3 6 (1.43%) Active Directory
3 6 (1.43%) Forefront TMG
3 6 (1.43%) Hyper-V
3 6 (1.43%) ISA Server
3 6 (1.43%) UAG
3 6 (1.43%) Virtual Servers
3 6 (1.43%) VMware Infrastructure
4 4 (0.95%) Docker
5 2 (0.48%) HDFS
Vendors
1 42 (10.02%) Microsoft
2 28 (6.68%) Tableau
3 26 (6.21%) Oracle
4 25 (5.97%) Google
5 16 (3.82%) Cisco
6 11 (2.63%) VMware
7 10 (2.39%) Juniper
8 9 (2.15%) Adobe
8 9 (2.15%) IBM
9 8 (1.91%) Netezza
10 7 (1.67%) Actimize
10 7 (1.67%) Cloudera
11 6 (1.43%) Dell
11 6 (1.43%) HP
11 6 (1.43%) Lavastorm
11 6 (1.43%) Norkom
11 6 (1.43%) Teradata
12 5 (1.19%) SAP
12 5 (1.19%) Serena
12 5 (1.19%) Sun
Reading
Oracle
Salary: Competitive
Posted: 4 hours ago
Dundee, Angus
Absolute Solution Limited
Salary: From £35,000 to £53,000 per annum 35-53 plus bens
Posted: Yesterday
London
Salt
Salary: £45000 - £55000 per annum + Benefits + Bonus
Posted: Yesterday
West Sussex
Creative Personnel
Salary: £28000 - £32000 per annum
Posted: Yesterday
Coventry, West Midlands (County)
Matt Burton Associates Ltd
Salary: £23k - 30k per year + Benefits
Posted: Yesterday
London
Computer Futures
Salary: £55000 - £70000 per annum + competitive
Posted: 3 days ago
London
HFG
Salary: £35000 - £65000 per annum
Posted: 4 days ago
West London
Anonymous recruiter
Salary: Excellent salary + benefits
Posted: Yesterday
London
Lawrence Harvey Enterprise
Salary: £45000.00 - £125000 per annum + excellent bonus + bens
Posted: 3 days ago
City, London
Evolution Recruitment Solutions
Salary: 55000 - 70000 + excellent benefits
Posted: 3 days ago
London
Computer Futures
Salary: £75000 per annum + competitive
Posted: 5 days ago
Windsor, Berkshire
ANSON MCCADE
Salary: Competitive
Posted: 2 days ago
Leeds
Churchill Frank
Salary: £30000 - £40000 per annum + Bonus
Posted: 4 days ago
London
Explore Recruitment Solutions
Salary: £30000 - £40000 per annum
Posted: Yesterday
Royston, Hertfordshire
Hotel Chocolat
Salary: £competitive + Bonus + Bens
Posted: 2 days ago
City, London
Client Server
Salary: £90k to £110k + bonus (c100%)
Posted: 4 days ago
Kingston Upon Thames, Surrey
First Point
Salary: £40000.00 - £50000.00 per annum
Posted: 3 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 2 days ago
Manchester
Robert Walters UK
Salary: £45000 - £55000 per annum
Posted: 7 days ago
London
Explore Recruitment Solutions
Salary: £20000 - £26000 per annum
Posted: Yesterday
London
Coal IT Services
Salary: From £40,000 to £45,000 per annum plus excellent benefits / bonus
Posted: 20 hours ago
Letchworth
Vinehouse Essential Ltd
Salary: £40,000 - £50,000 per year
Posted: 8 days ago
London
Client Server
Salary: £90000 - £110000 per annum + bonus (c100%)
Posted: 4 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 2 days ago
Birmingham
Interquest - Korus Group - Brighton
Salary: £25000 - £37000 per annum
Posted: 16 days ago
Birmingham
Intouch Games
Salary: £35000 - £40000 per annum + benefits (inc flexi hrs)
Posted: 8 days ago
Halesowen, West Midlands (County)
In touch games
Salary: £35000 - £40000 per annum + benefits (inc flexi hrs)
Posted: 8 days ago
London
Hays London City Cheapside
Salary: £35000.00 - £40000.00 per annum
Posted: 16 days ago
London
Huxley
Salary: £65000 - £80000 per annum + bonus + bens
Posted: 11 days ago
London
Huxley
Salary: £75000 - £120000 per annum + competitive
Posted: 14 days ago