The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Statistical Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistical Analysis over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Statistical Analysis
England / London
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 548 519 518
Rank change year-on-year -29 -1  
Permanent jobs citing Statistical Analysis 64 117 163
As % of all permanent IT jobs advertised in London 0.18% 0.30% 0.36%
As % of the Processes & Methodologies category 0.19% 0.33% 0.41%
Number of salaries quoted 48 100 114
Median salary £60,000 £63,750 £62,500
Median salary % change year-on-year -5.88% +2.00%  
90% offered a salary of more than £34,250 £37,350 £38,950
10% offered a salary of more than £98,250 £120,000 £85,000
UK excluding London median salary £36,000 £40,000 £35,000
% change year-on-year -10.00% +14.28%  

Statistical Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 33074 35742 39837
As % of all permanent IT job vacancies advertised in London 91.08% 90.56% 88.99%
Number of salaries quoted 26355 30960 33460
Median salary £61,500 £60,000 £57,500
Median salary % change year-on-year +2.50% +4.34%  
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Statistical Analysis
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Statistical Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Statistical Analysis in London

Statistical Analysis
Salary Trend in London

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

Salary trend for Statistical Analysis in London

Statistical Analysis
Salary Histogram in London

The salary distribution of IT jobs citing Statistical Analysis in London over the 3 months to 25 June 2017.

Salary histogram for Statistical Analysis in London

Statistical Analysis
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Analysis within the London region over the 3 months to 25 June 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
City of London +38 17 £56,000 -12.15% 3
West End of London - 2 £42,500 - 3
Moorgate - 1 £55,000 -
Statistical Analysis
England

For the 6 months to 25 June 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 London region with a requirement for Statistical Analysis.

1 89 (58.55%) SQL
2 85 (55.92%) Analytics
3 74 (48.68%) R
4 73 (48.03%) Python
5 59 (38.82%) SAS
5 59 (38.82%) Statistics
5 59 (38.82%) Analytical Skills
6 56 (36.84%) Degree
7 55 (36.18%) Visualisation
8 51 (33.55%) Machine Learning
9 49 (32.24%) Finance
10 46 (30.26%) Data Visualisation
10 46 (30.26%) Hadoop
11 44 (28.95%) Big Data
12 37 (24.34%) Computer Science
13 33 (21.71%) Data Mining
14 32 (21.05%) Marketing
15 30 (19.74%) Business Intelligence
15 30 (19.74%) SPSS
16 29 (19.08%) Data Modelling
17 28 (18.42%) Microsoft Excel
17 28 (18.42%) Tableau
18 26 (17.11%) Relational Database
18 26 (17.11%) Mathematics
19 25 (16.45%) Banking
20 24 (15.79%) Microsoft
21 22 (14.47%) Algorithms
22 21 (13.82%) Data Analysis
23 20 (13.16%) Data Analytics
24 19 (12.50%) Amazon AWS

Statistical Analysis
Co-occurring IT Skills in London 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 59 (38.82%) SAS
2 10 (6.58%) Apache Spark
3 9 (5.92%) Apache Pig
4 6 (3.95%) Apache Solr
5 5 (3.29%) Apache
6 2 (1.32%) IIS
6 2 (1.32%) SharePoint
7 1 (0.66%) CMS
7 1 (0.66%) IPython
7 1 (0.66%) Jupyter
7 1 (0.66%) Tornado
Applications
1 30 (19.74%) SPSS
2 28 (18.42%) Microsoft Excel
3 11 (7.24%) Microsoft Office
4 8 (5.26%) Microsoft PowerPoint
5 4 (2.63%) SPSS Modeler
6 3 (1.97%) Stata
7 2 (1.32%) EViews
7 2 (1.32%) MS Visio
8 1 (0.66%) Microsoft Project
8 1 (0.66%) Weka
Business Applications
1 2 (1.32%) Dynamics NAV
1 2 (1.32%) FastStats
2 1 (0.66%) iJento
2 1 (0.66%) Oracle AML
Cloud Services
1 19 (12.50%) Amazon AWS
2 8 (5.26%) Google Analytics
3 5 (3.29%) Adobe Analytics
3 5 (3.29%) Amazon EC2
3 5 (3.29%) Amazon EMR
3 5 (3.29%) Amazon S3
4 4 (2.63%) Microsoft Azure
5 2 (1.32%) GitHub
5 2 (1.32%) Google Tag Manager
5 2 (1.32%) SaaS
6 1 (0.66%) DigitalOcean
6 1 (0.66%) SurveyMonkey
Communications & Networking
1 4 (2.63%) PABX
2 2 (1.32%) DNS
2 2 (1.32%) TCP/IP
3 1 (0.66%) FTP
3 1 (0.66%) HTTP
3 1 (0.66%) Internet
3 1 (0.66%) Intranet
3 1 (0.66%) LAN
3 1 (0.66%) WAN
Database & Business Intelligence
1 46 (30.26%) Hadoop
2 44 (28.95%) Big Data
3 33 (21.71%) Data Mining
4 26 (17.11%) Relational Database
5 14 (9.21%) Data Warehouse
6 13 (8.55%) Apache Hive
7 11 (7.24%) NoSQL
8 9 (5.92%) MongoDB
9 8 (5.26%) Mahout
9 8 (5.26%) PostgreSQL
9 8 (5.26%) RDBMS
10 7 (4.61%) Impala
10 7 (4.61%) Neo4j
10 7 (4.61%) SQL Server
11 6 (3.95%) Apache Cassandra
11 6 (3.95%) SAS EBI
12 5 (3.29%) QlikView
12 5 (3.29%) Spotfire
13 4 (2.63%) Amazon Redshift
13 4 (2.63%) Blockchain
Development Applications
1 5 (3.29%) Git (software)
1 5 (3.29%) Jenkins
1 5 (3.29%) Vagrant
1 5 (3.29%) Yeoman
2 1 (0.66%) Balsamiq Mockups
2 1 (0.66%) JIRA
2 1 (0.66%) Visual Studio
General
1 49 (32.24%) Finance
2 32 (21.05%) Marketing
3 25 (16.45%) Banking
4 17 (11.18%) Telecoms
5 8 (5.26%) Front Office
5 8 (5.26%) Games
6 6 (3.95%) Law
7 5 (3.29%) Retail
8 4 (2.63%) Advertising
8 4 (2.63%) German Language
9 3 (1.97%) Investment Banking
9 3 (1.97%) Manufacturing
9 3 (1.97%) Military
10 2 (1.32%) Aerospace
10 2 (1.32%) Financial Institution
11 1 (0.66%) Electronics
11 1 (0.66%) Legal
11 1 (0.66%) Music Industry
Job Titles
1 49 (32.24%) Data Scientist
2 39 (25.66%) Analyst
3 18 (11.84%) Senior Data Scientist
4 14 (9.21%) Data Analyst
5 13 (8.55%) Developer
6 12 (7.89%) Senior Analyst
7 11 (7.24%) Insight Analyst
8 10 (6.58%) User Experience Researcher
9 9 (5.92%) Analytics Manager
10 7 (4.61%) Python Developer
11 6 (3.95%) Architect
11 6 (3.95%) Cloud Architect
11 6 (3.95%) Consultant
11 6 (3.95%) Data Architect
11 6 (3.95%) Data Manager
11 6 (3.95%) Front Office Developer
11 6 (3.95%) Hadoop Architect
11 6 (3.95%) NoSQL Architect
11 6 (3.95%) Service Analyst
11 6 (3.95%) Solr Architect
Libraries, Frameworks & Software Standards
1 13 (8.55%) Natural Language Processing
2 9 (5.92%) HTML
2 9 (5.92%) scikit-learn
3 8 (5.26%) Pandas
4 6 (3.95%) D3.js
4 6 (3.95%) Kafka
5 5 (3.29%) Cascalog
5 5 (3.29%) SciPy
5 5 (3.29%) XML
6 2 (1.32%) .NET
6 2 (1.32%) AngularJS
6 2 (1.32%) NumPy
6 2 (1.32%) React
6 2 (1.32%) RESTful
7 1 (0.66%) ASP.NET
7 1 (0.66%) CSS
7 1 (0.66%) Flask
7 1 (0.66%) OpenNLP
7 1 (0.66%) Regular Expression
7 1 (0.66%) WebSockets
Miscellaneous
1 59 (38.82%) Analytical Skills
2 37 (24.34%) Computer Science
3 22 (14.47%) Algorithms
4 12 (7.89%) User Experience
5 6 (3.95%) Public Cloud
6 5 (3.29%) Driving Licence
7 4 (2.63%) Fintech
7 4 (2.63%) Mobile Games
8 3 (1.97%) Digital Media
8 3 (1.97%) Hedge funds
9 2 (1.32%) Data Structures
9 2 (1.32%) Equities
9 2 (1.32%) Greenfield Project
9 2 (1.32%) Management Information System
10 1 (0.66%) Credit Derivative
10 1 (0.66%) Derivative
10 1 (0.66%) Equity Derivative
10 1 (0.66%) Smartphone
10 1 (0.66%) Streaming Music
10 1 (0.66%) Tandem
Operating Systems
1 14 (9.21%) Windows
2 11 (7.24%) Linux
3 7 (4.61%) Windows 7
4 3 (1.97%) Unix
4 3 (1.97%) Windows Server
5 2 (1.32%) Windows Server 2003
5 2 (1.32%) Windows Server 2008
5 2 (1.32%) Windows Server 2012
6 1 (0.66%) Android
Processes & Methodologies
1 85 (55.92%) Analytics
2 59 (38.82%) Statistics
3 55 (36.18%) Visualisation
4 51 (33.55%) Machine Learning
5 46 (30.26%) Data Visualisation
6 30 (19.74%) Business Intelligence
7 29 (19.08%) Data Modelling
8 26 (17.11%) Mathematics
9 21 (13.82%) Data Analysis
10 20 (13.16%) Data Analytics
11 17 (11.18%) Agile Software Development
11 17 (11.18%) Statistical Modelling
12 15 (9.87%) Physics
12 15 (9.87%) Predictive Modelling
13 13 (8.55%) Economics
13 13 (8.55%) Operations Research
14 12 (7.89%) Monetization
14 12 (7.89%) Stakeholder Management
15 11 (7.24%) SDLC
15 11 (7.24%) Time Series Analysis
Programming Languages
1 89 (58.55%) SQL
2 74 (48.68%) R
3 73 (48.03%) Python
4 15 (9.87%) MATLAB
4 15 (9.87%) VBA
5 12 (7.89%) C++
6 9 (5.92%) Java
7 8 (5.26%) JavaScript
8 7 (4.61%) Scala
9 5 (3.29%) Bash Shell
9 5 (3.29%) C
9 5 (3.29%) Clojure
9 5 (3.29%) Cypher
9 5 (3.29%) PHP
10 3 (1.97%) C#
11 2 (1.32%) Shell Script
12 1 (0.66%) T-SQL
12 1 (0.66%) VB.NET
Qualifications
1 56 (36.84%) Degree
2 16 (10.53%) PhD
3 9 (5.92%) Computer Science Degree
3 9 (5.92%) Numerate Degree
4 8 (5.26%) Master's Degree
5 6 (3.95%) CISA
5 6 (3.95%) CISM
5 6 (3.95%) CISSP
5 6 (3.95%) SC Cleared
5 6 (3.95%) Security Cleared
6 4 (2.63%) DV Cleared
7 1 (0.66%) AAT
7 1 (0.66%) ACCA
7 1 (0.66%) CIMA
7 1 (0.66%) PRINCE2 Certification
Quality Assurance & Compliance
1 13 (8.55%) Data Quality
2 7 (4.61%) QA
3 6 (3.95%) ISO/IEC 27001
4 1 (0.66%) Actionable Recommendations
4 1 (0.66%) COBIT
4 1 (0.66%) GDPR
4 1 (0.66%) PMO
System Software
1 5 (3.29%) Virtual Machines
1 5 (3.29%) VirtualBox
2 2 (1.32%) Active Directory
Systems Management
1 1 (0.66%) Kibana
Vendors
1 28 (18.42%) Tableau
2 24 (15.79%) Microsoft
3 16 (10.53%) Google
4 9 (5.92%) IBM
5 8 (5.26%) Hortonworks
6 6 (3.95%) Teradata
7 5 (3.29%) Adobe
7 5 (3.29%) CA
8 4 (2.63%) Netezza
9 3 (1.97%) Oracle
10 2 (1.32%) Alteryx
10 2 (1.32%) Cloudera
10 2 (1.32%) Cognos
10 2 (1.32%) MapR
10 2 (1.32%) MicroStrategy
10 2 (1.32%) Salesforce.com
10 2 (1.32%) Sun
11 1 (0.66%) Facebook
11 1 (0.66%) RapidMiner
11 1 (0.66%) Salesforce Marketing Cloud
London
Computer Futures
Salary: competitive
Posted: 4 days ago
London
Maclean Moore Consulting
Salary: From £90,000 to £130,000 per annum
Posted: 4 days ago
City, London
TEKsystems
Salary: £70000 - £90000 per annum
Posted: 3 days ago
City, London
Evolution Recruitment Solutions
Salary: 30,000 + BENEFITS
Posted: 4 days ago
London
Searchability
Salary: £50000 - £60000 per annum + Benefits
Posted: 4 days ago
City, London
Venturi
Salary: £50000 - £55000 per annum + bonus+full bens
Posted: 2 days ago
London
Eligo Recruitment Ltd
Salary: £50000 - £60000 per annum + Healthcare, Bonus package
Posted: 6 days ago
London
Salt
Salary: £45000.00 - £55000.00 per annum + benefits + bonus
Posted: 6 days ago
North West London
JP Boden & Co Ltd
Salary: Competitive salary with excellent benefits!
Posted: 5 days ago
London
Robert Walters UK
Posted: 9 days ago
London
Click Digital
Salary: £55,000 - £85,000 per year
Posted: 11 days ago
Central London / West End
The Workshop
Salary: Unspecified
Posted: 11 days ago
Central London / West End
Reed Business Information Ltd
Salary: From £50,000 to £55,000 per annum + bonus & extensive benefits
Posted: 20 days ago
East London
Mint
Salary: £75000 - £85000 per annum + Additional Benefits
Posted: 25 days ago
London
CPS Group Limited
Salary: £50000 - £70000 per annum
Posted: 27 days ago
London
Schroders
Salary: Competitive
Posted: 27 days ago