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 1 October 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Statistical Analysis
Rank 477 487 558
Rank change year-on-year
+10 +71
Permanent jobs citing Statistical Analysis 134 185 111
As % of all permanent IT jobs located in London 0.36% 0.42% 0.24%
As % of the Processes & Methodologies category 0.40% 0.48% 0.28%
Number of salaries quoted 111 138 75
Median salary £62,500 £52,500 £50,000
Median salary % change year-on-year
+19.04% +5.00%
90% offered a salary of more than £32,500 £27,675 £35,400
10% offered a salary of more than £95,000 £86,500 £72,500
UK excluding London median salary £32,500 £40,000 £39,375
% change year-on-year
-18.75% +1.58%
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
33639 38745 39741
As % of all permanent IT jobs located in London 89.76% 88.34% 86.70%
Number of salaries quoted 29068 32702 32704
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 £38,000 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
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 1 October 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 1 October 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 +44 20 £58,000 +110.90% 3
Canary Wharf +4 2 - -
Kingston Upon Thames -5 2 £70,000 +47.36%
Barnet - 2 £35,000 -
Feltham - 2 £41,750 -
Statistical Analysis
England

Statistical Analysis
Top 30 Related IT Skills in London

For the 6 months to 1 October 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.

1 162 (65.06%) Analytics
2 140 (56.22%) SQL
3 113 (45.38%) Python
4 112 (44.98%) R
5 87 (34.94%) Analytical Skills
6 86 (34.54%) Data Analytics
6 86 (34.54%) Finance
7 81 (32.53%) Machine Learning
8 78 (31.33%) Visualisation
9 70 (28.11%) Big Data
10 69 (27.71%) Hadoop
11 65 (26.10%) Statistics
11 65 (26.10%) Degree
12 61 (24.50%) Mathematics
13 52 (20.88%) Data Mining
13 52 (20.88%) Data Analysis
14 51 (20.48%) Computer Science
15 49 (19.68%) PhD
16 47 (18.88%) SAS
16 47 (18.88%) Apache Spark
17 46 (18.47%) Business Intelligence
18 45 (18.07%) Marketing
19 41 (16.47%) Predictive Modelling
20 35 (14.06%) PostgreSQL
21 34 (13.65%) Amazon AWS
21 34 (13.65%) Apache Hive
22 33 (13.25%) VBA
23 32 (12.85%) SPSS
24 31 (12.45%) Data Visualisation
24 31 (12.45%) Data Munging

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 47 (18.88%) Apache Spark
1 47 (18.88%) SAS
2 23 (9.24%) Apache Pig
3 12 (4.82%) Apache
4 2 (0.80%) OpenStack
5 1 (0.40%) Elasticsearch
5 1 (0.40%) SharePoint
Applications
1 32 (12.85%) SPSS
2 27 (10.84%) MS Excel
3 16 (6.43%) MS PowerPoint
4 14 (5.62%) MS Office
5 5 (2.01%) MS Visio
6 3 (1.20%) MS Project
6 3 (1.20%) Spreadsheet
7 2 (0.80%) CPLEX
7 2 (0.80%) EViews
8 1 (0.40%) S-PLUS
8 1 (0.40%) Stata
Business Applications
1 3 (1.20%) FastStats
1 3 (1.20%) Oracle AML
2 2 (0.80%) Aareon QL
2 2 (0.80%) Academy Housing
2 2 (0.80%) Dynamics GP
2 2 (0.80%) Exchequer
2 2 (0.80%) MIS ActiveH
2 2 (0.80%) Northgate Housing
2 2 (0.80%) OPENHousing
2 2 (0.80%) Oracle Financials
2 2 (0.80%) Orchard Housing
2 2 (0.80%) Pegasus Opera
2 2 (0.80%) SAP CO
2 2 (0.80%) SAP FI
2 2 (0.80%) SAP FI/CO
2 2 (0.80%) Unit4 Business World
Cloud Services
1 34 (13.65%) Amazon AWS
2 18 (7.23%) Amazon EC2
2 18 (7.23%) Amazon EMR
2 18 (7.23%) Amazon S3
3 14 (5.62%) Microsoft Azure
4 12 (4.82%) Google Analytics
5 11 (4.42%) IBM Cloud
6 4 (1.61%) Google Cloud Platform
7 3 (1.20%) AWS Lambda
8 1 (0.40%) AdWords
8 1 (0.40%) AWS CloudFormation
8 1 (0.40%) Cloud Computing
8 1 (0.40%) Google Play
8 1 (0.40%) Google Tag Manager
Database & Business Intelligence
1 70 (28.11%) Big Data
2 69 (27.71%) Hadoop
3 52 (20.88%) Data Mining
4 35 (14.06%) PostgreSQL
5 34 (13.65%) Apache Hive
6 22 (8.84%) Impala
6 22 (8.84%) MongoDB
7 21 (8.43%) Relational Database
7 21 (8.43%) SQL Server
8 17 (6.83%) Mahout
8 17 (6.83%) MySQL
8 17 (6.83%) Neo4j
9 16 (6.43%) Data Warehouse
10 14 (5.62%) BusinessObjects
10 14 (5.62%) NoSQL
11 10 (4.02%) QlikView
12 7 (2.81%) RDBMS
12 7 (2.81%) SQL Server Integration Services
12 7 (2.81%) Text Mining
13 6 (2.41%) Spotfire
Development Applications
1 28 (11.24%) Git (software)
1 28 (11.24%) Vagrant
2 17 (6.83%) Jenkins
2 17 (6.83%) Yeoman
3 6 (2.41%) webpack
4 3 (1.20%) Talend Open Studio
5 1 (0.40%) Bugzilla
5 1 (0.40%) JIRA
General
1 86 (34.54%) Finance
2 45 (18.07%) Marketing
3 26 (10.44%) Banking
4 18 (7.23%) Retail
5 16 (6.43%) Advertising
5 16 (6.43%) Games
6 13 (5.22%) Front Office
7 11 (4.42%) Manufacturing
8 10 (4.02%) Telecoms
9 8 (3.21%) Legal
10 6 (2.41%) Investment Banking
10 6 (2.41%) Law
11 2 (0.80%) Financial Institution
11 2 (0.80%) French Language
11 2 (0.80%) German Language
11 2 (0.80%) Retail Banking
12 1 (0.40%) Back Office
12 1 (0.40%) Electronics
Job Titles
1 89 (35.74%) Data Scientist
2 55 (22.09%) Analyst
3 43 (17.27%) Developer
4 34 (13.65%) Data Analyst
5 27 (10.84%) Senior Data Scientist
6 18 (7.23%) Quantitative Developer
7 17 (6.83%) Consultant
8 14 (5.62%) C++ Developer
8 14 (5.62%) Machine Learning Scientist
8 14 (5.62%) Senior Analyst
9 13 (5.22%) C# Developer
9 13 (5.22%) Data Consultant
10 12 (4.82%) Analytics Consultant
10 12 (4.82%) Analytics Manager
10 12 (4.82%) Data Analytics Consultant
10 12 (4.82%) Data Analytics Manager
11 11 (4.42%) C++ Quantitative Developer
12 10 (4.02%) Information Security Officer
12 10 (4.02%) Insight Analyst
12 10 (4.02%) Security Officer
Libraries, Frameworks & Software Standards
1 25 (10.04%) Natural Language Processing
2 19 (7.63%) Pandas
2 19 (7.63%) SciPy
3 17 (6.83%) Cascalog
3 17 (6.83%) D3.js
3 17 (6.83%) scikit-learn
4 11 (4.42%) Lucene
5 8 (3.21%) .NET
5 8 (3.21%) Node.js
5 8 (3.21%) React
6 7 (2.81%) HTML
7 6 (2.41%) Backbone.js
7 6 (2.41%) Browserify
7 6 (2.41%) jQuery
7 6 (2.41%) Marionette.js
7 6 (2.41%) RequireJS
8 5 (2.01%) Boost C++ Libraries
8 5 (2.01%) CSS
8 5 (2.01%) HTML5
8 5 (2.01%) STL
Miscellaneous
1 87 (34.94%) Analytical Skills
2 78 (31.33%) Visualisation
3 65 (26.10%) Statistics
4 61 (24.50%) Mathematics
5 51 (20.48%) Computer Science
6 26 (10.44%) Physics
7 25 (10.04%) Algorithms
8 17 (6.83%) Hedge funds
9 15 (6.02%) Fintech
10 11 (4.42%) Management Information System
11 10 (4.02%) Data Extraction
12 9 (3.61%) Economics
12 9 (3.61%) Foreign Exchange (FX)
13 7 (2.81%) Artificial Intelligence
13 7 (2.81%) Derivative
13 7 (2.81%) Neural Network
14 5 (2.01%) Equities
15 3 (1.20%) Client/Server
15 3 (1.20%) Data Structures
16 2 (0.80%) Digital Media
Operating Systems
1 10 (4.02%) Linux
2 7 (2.81%) Unix
3 4 (1.61%) Windows
4 1 (0.40%) Android
4 1 (0.40%) Apple iOS
Processes & Methodologies
1 162 (65.06%) Analytics
2 86 (34.54%) Data Analytics
3 81 (32.53%) Machine Learning
4 52 (20.88%) Data Analysis
5 46 (18.47%) Business Intelligence
6 41 (16.47%) Predictive Modelling
7 31 (12.45%) Data Munging
7 31 (12.45%) Data Visualisation
7 31 (12.45%) Sentiment Analysis
8 30 (12.05%) Open Source
9 29 (11.65%) Unit Testing
10 25 (10.04%) Agile Software Development
11 24 (9.64%) ETL
11 24 (9.64%) Time Series Analysis
12 22 (8.84%) Big Data Analytics
13 19 (7.63%) Continuous Integration
13 19 (7.63%) Data Architecture
13 19 (7.63%) Operations Research
14 18 (7.23%) User Stories
15 17 (6.83%) Computer Vision
Programming Languages
1 140 (56.22%) SQL
2 113 (45.38%) Python
3 112 (44.98%) R
4 33 (13.25%) VBA
5 27 (10.84%) Java
6 26 (10.44%) JavaScript
6 26 (10.44%) MATLAB
7 22 (8.84%) C++
8 21 (8.43%) Clojure
9 19 (7.63%) Bash Shell
10 17 (6.83%) C#
10 17 (6.83%) Cypher
11 11 (4.42%) Ruby
12 9 (3.61%) Scala
13 5 (2.01%) Shell Script
14 3 (1.20%) Assembly Language
15 2 (0.80%) ES6
15 2 (0.80%) Perl
15 2 (0.80%) PL/SQL
15 2 (0.80%) VB
Qualifications
1 65 (26.10%) Degree
2 49 (19.68%) PhD
3 6 (2.41%) CISA
3 6 (2.41%) CISM
3 6 (2.41%) CISSP
4 3 (1.20%) SC Cleared
4 3 (1.20%) Security Cleared
5 2 (0.80%) MBA
Quality Assurance & Compliance
1 25 (10.04%) Data Quality
2 11 (4.42%) ISO/IEC 27001
2 11 (4.42%) QA
3 5 (2.01%) ISO27002
4 1 (0.40%) COBIT
4 1 (0.40%) ISO20022
4 1 (0.40%) SLA
System Software
1 28 (11.24%) Virtual Machines
1 28 (11.24%) VirtualBox
2 12 (4.82%) 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 30 (12.05%) Tableau
2 23 (9.24%) Microsoft
3 18 (7.23%) Oracle
4 15 (6.02%) Google
5 14 (5.62%) Cloudera
5 14 (5.62%) IBM
6 11 (4.42%) Hortonworks
7 10 (4.02%) CA
7 10 (4.02%) MicroStrategy
8 7 (2.81%) Cognos
9 6 (2.41%) Actimize
9 6 (2.41%) Norkom
10 5 (2.01%) Informatica
10 5 (2.01%) Netezza
11 3 (1.20%) Talend
12 2 (0.80%) Aareon
12 2 (0.80%) Castleton
12 2 (0.80%) Kypera
12 2 (0.80%) Platfora
12 2 (0.80%) Qubit
London
Capgemini UK
Posted: 10 hours ago
London
Capgemini UK
Posted: 10 hours ago
London
Capgemini UK
Posted: 10 hours ago
London
Thales
Posted: 10 hours ago
London
Colston Consulting
Salary: £70000 - £100000 per annum, Benefits Excellent benefit and bonus
Posted: 2 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £50000 - £70000 per annum + Exceptional Benefits
Posted: Yesterday
London
Parallel Consulting
Salary: £40000 - £80000 per annum + Car allowance
Posted: Yesterday
London
Harrington Starr
Salary: £60000 - £70000 per annum + Benefits + Bonus
Posted: 2 days ago
London
Churchill Frank International
Salary: £48000 - £62000 per annum + bonus, benefits, negotiable
Posted: 5 days ago
London
Twenty Recruitment Group
Salary: £65000.00 - £70000.00 per annum
Posted: 5 days ago
City, London
Venturi
Salary: £45000 - £60000 per annum
Posted: 4 days ago
London
Hays London City Cheapside
Salary: £30000.00 - £60000.00 per annum
Posted: 12 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 9 days ago
Twickenham
Hays London City Cheapside
Salary: £50000.00 - £60000.00 per annum
Posted: 23 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 9 days ago
City, London
Bloomberg
Posted: 18 days ago
London
Client Server
Salary: £50k to £70k + benefits
Posted: 24 days ago