The table below looks at the statistics for Statistical Analysis skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Statistical Analysis over the 3 months to 29 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Aug 2016
Same period 2015 Same period 2014
Statistical Analysis
Rank 490 492 514
Rank change year-on-year
+2 +22
Permanent jobs citing Statistical Analysis 138 176 157
As % of all permanent IT jobs located in London 0.35% 0.41% 0.33%
As % of the Processes & Methodologies category 0.39% 0.46% 0.38%
Number of salaries quoted 121 117 103
Median salary £65,000 £55,000 £45,000
Median salary % change year-on-year
+18.18% +22.22%
90% offered a salary of more than £32,500 £27,500 £37,500
10% offered a salary of more than £105,000 £85,000 £72,500
UK excluding London median salary £38,000 £40,000 £40,000
% change year-on-year
-5.00% -
Statistical Analysis
England

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

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
35258 38275 40938
As % of all permanent IT jobs located in London 89.86% 88.26% 87.04%
Number of salaries quoted 30550 32260 33760
Median salary £60,000 £58,000 £55,000
Median salary % change year-on-year
+3.44% +5.45%
90% offered a salary of more than £40,000 £37,620 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Statistical Analysis
Jobs Demand Trend in London

The demand trend of job ads across the London 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 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 across the London region.

Statistical Analysis Salary Trend in London

Statistical Analysis
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Statistical Analysis across the London region over the 3 months to 29 August 2016.

Statistical Analysis Salary Histogram 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 29 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
City of London +34 23 £62,500 +127.27% 3
Feltham - 2 £41,750 -
Bromley - 1 £42,500 -
Statistical Analysis
England

Statistical Analysis
Top 30 Related IT Skills in London

For the 6 months to 29 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 London region with a requirement for Statistical Analysis.

1 164 (66.13%) Analytics
2 143 (57.66%) SQL
3 117 (47.18%) Python
4 116 (46.77%) R
5 89 (35.89%) Machine Learning
6 88 (35.48%) Analytical Skills
7 81 (32.66%) Data Analytics
8 77 (31.05%) Big Data
9 76 (30.65%) Visualisation
10 73 (29.44%) Finance
11 67 (27.02%) Statistics
11 67 (27.02%) Degree
12 65 (26.21%) Mathematics
12 65 (26.21%) Hadoop
13 55 (22.18%) PhD
13 55 (22.18%) Computer Science
14 52 (20.97%) Marketing
14 52 (20.97%) Data Analysis
15 50 (20.16%) Apache Spark
16 48 (19.35%) Predictive Modelling
17 45 (18.15%) PostgreSQL
18 44 (17.74%) Business Intelligence
19 43 (17.34%) Data Mining
20 41 (16.53%) SAS
20 41 (16.53%) Amazon AWS
21 40 (16.13%) Sentiment Analysis
22 38 (15.32%) Virtual Machines
22 38 (15.32%) Git (software)
22 38 (15.32%) VirtualBox
22 38 (15.32%) Vagrant

Statistical Analysis
Top Related 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 50 (20.16%) Apache Spark
2 41 (16.53%) SAS
3 27 (10.89%) Apache Pig
4 14 (5.65%) Apache
5 1 (0.40%) Elasticsearch
5 1 (0.40%) SharePoint
Applications
1 26 (10.48%) SPSS
2 10 (4.03%) MS Excel
2 10 (4.03%) MS PowerPoint
3 5 (2.02%) MS Office
4 4 (1.61%) MS Visio
5 3 (1.21%) MS Project
5 3 (1.21%) Spreadsheet
6 2 (0.81%) CPLEX
6 2 (0.81%) EViews
7 1 (0.40%) S-PLUS
7 1 (0.40%) Stata
Business Applications
1 3 (1.21%) Oracle AML
2 1 (0.40%) Dynamics CRM
2 1 (0.40%) FastStats
Cloud Services
1 41 (16.53%) Amazon AWS
2 23 (9.27%) Amazon EC2
2 23 (9.27%) Amazon EMR
2 23 (9.27%) Amazon S3
3 19 (7.66%) Microsoft Azure
4 16 (6.45%) Google Analytics
4 16 (6.45%) IBM Cloud
5 2 (0.81%) Google Cloud Platform
6 1 (0.40%) AdWords
6 1 (0.40%) AWS CloudFormation
6 1 (0.40%) AWS Lambda
6 1 (0.40%) Cloud Computing
6 1 (0.40%) Google Play
6 1 (0.40%) Google Tag Manager
Communications & Networking
1 2 (0.81%) Firewall
Database & Business Intelligence
1 77 (31.05%) Big Data
2 65 (26.21%) Hadoop
3 45 (18.15%) PostgreSQL
4 43 (17.34%) Data Mining
5 37 (14.92%) Apache Hive
6 26 (10.48%) Impala
6 26 (10.48%) Relational Database
7 25 (10.08%) MongoDB
8 23 (9.27%) Neo4j
9 22 (8.87%) Mahout
10 18 (7.26%) NoSQL
11 17 (6.85%) SQL Server
12 14 (5.65%) Data Warehouse
13 12 (4.84%) BusinessObjects
14 11 (4.44%) MySQL
15 7 (2.82%) RDBMS
15 7 (2.82%) SQL Server Reporting Services
16 6 (2.42%) Oracle BI EE
16 6 (2.42%) SQL Server Analysis Services
16 6 (2.42%) SQL Server Integration Services
Development Applications
1 38 (15.32%) Git (software)
1 38 (15.32%) Vagrant
2 22 (8.87%) Jenkins
2 22 (8.87%) Yeoman
3 5 (2.02%) webpack
4 1 (0.40%) Bugzilla
4 1 (0.40%) JIRA
4 1 (0.40%) Talend Open Studio
General
1 73 (29.44%) Finance
2 52 (20.97%) Marketing
3 27 (10.89%) Banking
4 22 (8.87%) Retail
5 21 (8.47%) Advertising
6 16 (6.45%) Games
7 15 (6.05%) Telecoms
8 14 (5.65%) Front Office
8 14 (5.65%) Manufacturing
9 10 (4.03%) Legal
10 7 (2.82%) Law
11 3 (1.21%) Investment Banking
12 2 (0.81%) Financial Institution
12 2 (0.81%) French Language
12 2 (0.81%) German Language
12 2 (0.81%) Retail Banking
13 1 (0.40%) Electronics
13 1 (0.40%) International Banking
Job Titles
1 87 (35.08%) Data Scientist
2 60 (24.19%) Analyst
3 42 (16.94%) Developer
4 35 (14.11%) Data Analyst
5 24 (9.68%) Senior Data Scientist
6 19 (7.66%) Quantitative Developer
7 15 (6.05%) Senior Analyst
8 14 (5.65%) C# Developer
8 14 (5.65%) Consultant
8 14 (5.65%) Machine Learning Scientist
9 13 (5.24%) C++ Developer
10 12 (4.84%) Analytics Consultant
10 12 (4.84%) Data Analytics Consultant
10 12 (4.84%) Data Consultant
10 12 (4.84%) Information Officer
10 12 (4.84%) Information Security Officer
10 12 (4.84%) Security Officer
11 11 (4.44%) C++ Quantitative Developer
12 10 (4.03%) Business Intelligence Analyst
12 10 (4.03%) Insight Analyst
Libraries, Frameworks & Software Standards
1 31 (12.50%) Natural Language Processing
2 25 (10.08%) SciPy
3 24 (9.68%) Pandas
4 23 (9.27%) D3.js
4 23 (9.27%) scikit-learn
5 22 (8.87%) Cascalog
6 16 (6.45%) Lucene
7 8 (3.23%) .NET
8 6 (2.42%) Node.js
8 6 (2.42%) React
9 5 (2.02%) Backbone.js
9 5 (2.02%) Boost C++ Libraries
9 5 (2.02%) Browserify
9 5 (2.02%) HTML
9 5 (2.02%) jQuery
9 5 (2.02%) Marionette.js
9 5 (2.02%) RequireJS
9 5 (2.02%) STL
10 4 (1.61%) HTML5
10 4 (1.61%) XML
Miscellaneous
1 88 (35.48%) Analytical Skills
2 76 (30.65%) Visualisation
3 67 (27.02%) Statistics
4 65 (26.21%) Mathematics
5 55 (22.18%) Computer Science
6 27 (10.89%) Algorithms
6 27 (10.89%) Physics
7 23 (9.27%) Hedge funds
8 16 (6.45%) Fintech
9 13 (5.24%) Management Information System
10 12 (4.84%) Foreign Exchange (FX)
11 9 (3.63%) Data Extraction
11 9 (3.63%) Economics
12 8 (3.23%) Artificial Intelligence
12 8 (3.23%) Neural Network
13 7 (2.82%) Equities
14 6 (2.42%) Derivative
15 3 (1.21%) Client/Server
15 3 (1.21%) Interest Rate Derivative
16 2 (0.81%) Applied Mathematics
Operating Systems
1 12 (4.84%) Linux
2 6 (2.42%) Unix
3 4 (1.61%) Windows
4 1 (0.40%) Android
4 1 (0.40%) Apple iOS
Processes & Methodologies
1 164 (66.13%) Analytics
2 89 (35.89%) Machine Learning
3 81 (32.66%) Data Analytics
4 52 (20.97%) Data Analysis
5 48 (19.35%) Predictive Modelling
6 44 (17.74%) Business Intelligence
7 40 (16.13%) Sentiment Analysis
8 38 (15.32%) Unit Testing
9 37 (14.92%) Data Munging
9 37 (14.92%) Data Visualisation
10 31 (12.50%) Open Source
11 29 (11.69%) Time Series Analysis
12 27 (10.89%) Big Data Analytics
13 23 (9.27%) Continuous Integration
13 23 (9.27%) User Stories
14 22 (8.87%) Computer Vision
15 21 (8.47%) Operations Research
16 20 (8.06%) Campaign Analysis
17 19 (7.66%) Agile Software Development
18 17 (6.85%) Software Engineering
Programming Languages
1 143 (57.66%) SQL
2 117 (47.18%) Python
3 116 (46.77%) R
4 36 (14.52%) VBA
5 32 (12.90%) MATLAB
6 29 (11.69%) Java
6 29 (11.69%) JavaScript
7 27 (10.89%) Clojure
8 25 (10.08%) C++
9 24 (9.68%) Bash Shell
10 22 (8.87%) Cypher
11 17 (6.85%) C#
12 12 (4.84%) Ruby
13 6 (2.42%) Scala
14 4 (1.61%) Shell Script
15 3 (1.21%) Assembly Language
16 2 (0.81%) Perl
16 2 (0.81%) PL/SQL
17 1 (0.40%) C
17 1 (0.40%) ECMAScript
Qualifications
1 67 (27.02%) Degree
2 55 (22.18%) PhD
3 5 (2.02%) CISA
3 5 (2.02%) CISM
3 5 (2.02%) CISSP
3 5 (2.02%) SC Cleared
3 5 (2.02%) Security Cleared
4 1 (0.40%) MBA
Quality Assurance & Compliance
1 12 (4.84%) ISO/IEC 27001
2 10 (4.03%) QA
3 7 (2.82%) Data Quality
4 5 (2.02%) ISO27002
5 2 (0.81%) ISO 9001
6 1 (0.40%) ISO20022
6 1 (0.40%) SLA
System Software
1 38 (15.32%) Virtual Machines
1 38 (15.32%) VirtualBox
2 17 (6.85%) Docker
3 1 (0.40%) HDFS
Systems Management
1 1 (0.40%) Ansible
1 1 (0.40%) Kibana
1 1 (0.40%) logstash
1 1 (0.40%) Mesos
1 1 (0.40%) MOM
1 1 (0.40%) Puppet
Vendors
1 22 (8.87%) Tableau
2 19 (7.66%) Google
3 18 (7.26%) Cloudera
3 18 (7.26%) IBM
4 17 (6.85%) Microsoft
5 16 (6.45%) Hortonworks
6 13 (5.24%) Oracle
7 12 (4.84%) CA
8 11 (4.44%) MicroStrategy
9 5 (2.02%) Cognos
10 3 (1.21%) Informatica
10 3 (1.21%) Netezza
11 2 (0.81%) Sybase
12 1 (0.40%) Actimize
12 1 (0.40%) Charles River
12 1 (0.40%) ILOG
12 1 (0.40%) Norkom
12 1 (0.40%) Platfora
12 1 (0.40%) Salesforce.com
12 1 (0.40%) Splunk
City, London
Harrington Starr
Salary: £45000 - £55000 per annum + plus package and bonus
Posted: 5 days ago
London
Informatiq Consulting
Salary: excellent salary + very attractive benefits
Posted: 5 days ago
City, London
Networking People
Salary: £30000 - £60000 per annum + Profit Share Scheme + Benefits
Posted: 6 days ago
London
Salt
Salary: £45000 - £55000 per annum + Benefits + Bonus
Posted: 5 days ago
London
McGregor Boyall
Salary: £65000 - £75000 per annum
Posted: 6 days ago
London
Michael Page Technology
Salary: £25000 - £26000 per annum
Posted: 6 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 14 days ago
City of London
Huxley
Salary: competitive
Posted: 24 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 14 days ago
London
Capgemini
Salary: Competitive
Posted: 26 days ago