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 11 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
11 Dec 2016
Same period 2015 Same period 2014
Statistical Analysis
Rank 492 530 566
Rank change year-on-year
+38 +36
Permanent jobs citing Statistical Analysis 110 134 99
As % of all permanent IT jobs located in London 0.31% 0.31% 0.22%
As % of the Processes & Methodologies category 0.35% 0.35% 0.26%
Number of salaries quoted 90 106 72
Median salary £70,000 £65,000 £56,250
Median salary % change year-on-year
+7.69% +15.55%
90% offered a salary of more than £45,000 £38,500 £35,000
10% offered a salary of more than £100,000 £90,000 £80,000
UK excluding London median salary £38,750 £37,000 £42,500
% change year-on-year
+4.72% -12.94%
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
31364 38142 38710
As % of all permanent IT jobs located in London 89.06% 88.28% 86.23%
Number of salaries quoted 26567 32224 32689
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £39,250 £38,510 £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 11 December 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 11 December 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 +21 17 £70,000 -6.66% 6
Greenwich - 3 - -
Canary Wharf - 2 - -
Kingston Upon Thames +1 1 £70,000 +47.05% 1
Barnet - 1 £35,000 -
Statistical Analysis
England

Statistical Analysis
Top 30 Related IT Skills in London

For the 6 months to 11 December 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.

1 146 (58.40%) Analytics
2 122 (48.80%) Python
3 113 (45.20%) SQL
4 99 (39.60%) R
5 98 (39.20%) Finance
6 84 (33.60%) Analytical Skills
7 73 (29.20%) Hadoop
8 70 (28.00%) Machine Learning
9 68 (27.20%) Degree
10 66 (26.40%) Data Analytics
11 64 (25.60%) Big Data
11 64 (25.60%) Statistics
12 63 (25.20%) Computer Science
13 59 (23.60%) Visualisation
14 54 (21.60%) Mathematics
15 51 (20.40%) Data Mining
15 51 (20.40%) Apache Spark
16 48 (19.20%) Marketing
17 46 (18.40%) PhD
18 42 (16.80%) SAS
19 40 (16.00%) Data Analysis
20 39 (15.60%) Business Intelligence
21 36 (14.40%) Banking
22 34 (13.60%) Data Quality
23 33 (13.20%) Algorithms
23 33 (13.20%) MS Excel
24 32 (12.80%) Predictive Modelling
25 29 (11.60%) Physics
25 29 (11.60%) Agile Software Development
26 28 (11.20%) Tableau

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 51 (20.40%) Apache Spark
2 42 (16.80%) SAS
3 16 (6.40%) Apache Pig
4 12 (4.80%) Apache
5 3 (1.20%) Elasticsearch
5 3 (1.20%) SharePoint
6 2 (0.80%) OpenStack
7 1 (0.40%) Confluence
Applications
1 33 (13.20%) MS Excel
2 26 (10.40%) SPSS
3 20 (8.00%) MS PowerPoint
4 16 (6.40%) MS Office
5 4 (1.60%) MS Visio
6 2 (0.80%) CPLEX
6 2 (0.80%) EViews
6 2 (0.80%) MS Project
6 2 (0.80%) Spreadsheet
7 1 (0.40%) S-PLUS
7 1 (0.40%) Stata
Business Applications
1 4 (1.60%) FastStats
2 3 (1.20%) Oracle AML
3 2 (0.80%) Aareon QL
3 2 (0.80%) Academy Housing
3 2 (0.80%) Dynamics GP
3 2 (0.80%) Exchequer
3 2 (0.80%) MIS ActiveH
3 2 (0.80%) Northgate Housing
3 2 (0.80%) OPENHousing
3 2 (0.80%) Oracle Financials
3 2 (0.80%) Orchard Housing
3 2 (0.80%) Pegasus Opera
3 2 (0.80%) SAP CO
3 2 (0.80%) SAP FI
3 2 (0.80%) SAP FI/CO
3 2 (0.80%) Unit4 Business World
Cloud Services
1 20 (8.00%) Amazon AWS
2 13 (5.20%) Google Analytics
3 9 (3.60%) Amazon EC2
3 9 (3.60%) Amazon EMR
3 9 (3.60%) Amazon S3
4 6 (2.40%) Microsoft Azure
5 3 (1.20%) IBM Cloud
6 2 (0.80%) Adobe Analytics
6 2 (0.80%) AWS Lambda
6 2 (0.80%) Google Cloud Platform
7 1 (0.40%) AdWords
7 1 (0.40%) Amazon Kinesis
7 1 (0.40%) Google Play
7 1 (0.40%) Google Tag Manager
Communications & Networking
1 1 (0.40%) SMS
Database & Business Intelligence
1 73 (29.20%) Hadoop
2 64 (25.60%) Big Data
3 51 (20.40%) Data Mining
4 26 (10.40%) SQL Server
5 25 (10.00%) Apache Hive
6 21 (8.40%) Relational Database
7 18 (7.20%) MySQL
7 18 (7.20%) PostgreSQL
8 16 (6.40%) Impala
8 16 (6.40%) MongoDB
9 14 (5.60%) Data Warehouse
9 14 (5.60%) QlikView
10 11 (4.40%) Neo4j
11 10 (4.00%) Mahout
12 9 (3.60%) Spotfire
12 9 (3.60%) SQL Server Integration Services
13 8 (3.20%) Amazon Redshift
13 8 (3.20%) SQL Server 2012
13 8 (3.20%) Text Mining
14 7 (2.80%) NoSQL
Development Applications
1 12 (4.80%) Git (software)
1 12 (4.80%) Vagrant
2 9 (3.60%) Jenkins
2 9 (3.60%) Yeoman
3 6 (2.40%) webpack
4 2 (0.80%) Talend Open Studio
5 1 (0.40%) Bugzilla
5 1 (0.40%) JIRA
General
1 98 (39.20%) Finance
2 48 (19.20%) Marketing
3 36 (14.40%) Banking
4 24 (9.60%) Front Office
5 15 (6.00%) Advertising
6 14 (5.60%) Retail
7 11 (4.40%) Games
7 11 (4.40%) Telecoms
8 8 (3.20%) Investment Banking
9 7 (2.80%) Manufacturing
10 4 (1.60%) Financial Institution
10 4 (1.60%) Legal
11 3 (1.20%) Electronics
11 3 (1.20%) Law
11 3 (1.20%) Publishing
12 2 (0.80%) Automotive
12 2 (0.80%) French Language
12 2 (0.80%) German Language
12 2 (0.80%) Retail Banking
13 1 (0.40%) Back Office
Job Titles
1 88 (35.20%) Data Scientist
2 61 (24.40%) Analyst
3 47 (18.80%) Developer
4 38 (15.20%) Data Analyst
5 31 (12.40%) Senior Data Scientist
6 23 (9.20%) Quantitative Developer
7 19 (7.60%) C++ Developer
8 16 (6.40%) C++ Quantitative Developer
9 15 (6.00%) Consultant
10 14 (5.60%) Python Developer
11 13 (5.20%) C# Developer
12 11 (4.40%) Data Consultant
12 11 (4.40%) Machine Learning Scientist
13 10 (4.00%) Analytics Consultant
13 10 (4.00%) Data Analytics Consultant
14 9 (3.60%) Junior
14 9 (3.60%) Senior Analyst
14 9 (3.60%) SQL Analyst
14 9 (3.60%) SQL Data Analyst
15 8 (3.20%) SQL Developer
Libraries, Frameworks & Software Standards
1 14 (5.60%) Natural Language Processing
1 14 (5.60%) Pandas
2 11 (4.40%) SciPy
3 10 (4.00%) D3.js
4 9 (3.60%) Cascalog
4 9 (3.60%) scikit-learn
5 8 (3.20%) Node.js
5 8 (3.20%) React
6 7 (2.80%) Boost C++ Libraries
6 7 (2.80%) HTML
6 7 (2.80%) STL
7 6 (2.40%) .NET
7 6 (2.40%) Backbone.js
7 6 (2.40%) Browserify
7 6 (2.40%) jQuery
7 6 (2.40%) Marionette.js
7 6 (2.40%) RequireJS
8 5 (2.00%) CSS
8 5 (2.00%) HTML5
9 4 (1.60%) XML
Miscellaneous
1 84 (33.60%) Analytical Skills
2 64 (25.60%) Statistics
3 63 (25.20%) Computer Science
4 59 (23.60%) Visualisation
5 54 (21.60%) Mathematics
6 33 (13.20%) Algorithms
7 29 (11.60%) Physics
8 10 (4.00%) Economics
9 9 (3.60%) Data Extraction
9 9 (3.60%) Derivative
10 8 (3.20%) Foreign Exchange (FX)
10 8 (3.20%) Management Information System
11 7 (2.80%) Hedge funds
12 6 (2.40%) Credit Risk
13 5 (2.00%) Fintech
13 5 (2.00%) Social Media
14 4 (1.60%) Digital Media
15 3 (1.20%) Applied Mathematics
15 3 (1.20%) Client/Server
15 3 (1.20%) Data Structures
Operating Systems
1 17 (6.80%) Linux
2 13 (5.20%) Windows
3 9 (3.60%) Unix
4 1 (0.40%) Android
4 1 (0.40%) Apple iOS
Processes & Methodologies
1 146 (58.40%) Analytics
2 70 (28.00%) Machine Learning
3 66 (26.40%) Data Analytics
4 40 (16.00%) Data Analysis
5 39 (15.60%) Business Intelligence
6 32 (12.80%) Predictive Modelling
7 29 (11.60%) Agile Software Development
8 27 (10.80%) Open Source
9 24 (9.60%) Data Architecture
10 23 (9.20%) ETL
11 21 (8.40%) Time Series Analysis
12 20 (8.00%) SDLC
13 19 (7.60%) Data Visualisation
13 19 (7.60%) E-Commerce
14 18 (7.20%) Data Governance
15 17 (6.80%) Data Munging
15 17 (6.80%) Risk Management
16 16 (6.40%) Statistical Modelling
17 15 (6.00%) Data Modelling
17 15 (6.00%) Sentiment Analysis
Programming Languages
1 122 (48.80%) Python
2 113 (45.20%) SQL
3 99 (39.60%) R
4 26 (10.40%) C++
5 25 (10.00%) VBA
6 20 (8.00%) MATLAB
7 19 (7.60%) JavaScript
7 19 (7.60%) Scala
8 18 (7.20%) C#
8 18 (7.20%) Java
9 11 (4.40%) Bash Shell
9 11 (4.40%) Clojure
10 9 (3.60%) Cypher
11 8 (3.20%) Shell Script
12 7 (2.80%) Ruby
13 3 (1.20%) C
13 3 (1.20%) T-SQL
14 2 (0.80%) ES6
14 2 (0.80%) Perl
14 2 (0.80%) PL/SQL
Qualifications
1 68 (27.20%) Degree
2 46 (18.40%) PhD
3 7 (2.80%) CISA
3 7 (2.80%) CISM
3 7 (2.80%) CISSP
4 2 (0.80%) MBA
4 2 (0.80%) SC Cleared
4 2 (0.80%) Security Cleared
Quality Assurance & Compliance
1 34 (13.60%) Data Quality
2 14 (5.60%) QA
3 10 (4.00%) ISO/IEC 27001
4 4 (1.60%) COBIT
5 3 (1.20%) ISO27002
6 1 (0.40%) ISO20022
System Software
1 12 (4.80%) Virtual Machines
1 12 (4.80%) VirtualBox
2 3 (1.20%) Docker
3 1 (0.40%) HDFS
Systems Management
1 1 (0.40%) MOM
Vendors
1 28 (11.20%) Tableau
2 19 (7.60%) Microsoft
3 16 (6.40%) Google
3 16 (6.40%) Oracle
4 7 (2.80%) Netezza
5 6 (2.40%) Actimize
5 6 (2.40%) CA
5 6 (2.40%) Cloudera
5 6 (2.40%) Lavastorm
5 6 (2.40%) Norkom
6 5 (2.00%) IBM
7 4 (1.60%) Adobe
7 4 (1.60%) Informatica
7 4 (1.60%) Platfora
8 3 (1.20%) Cognos
8 3 (1.20%) Hortonworks
8 3 (1.20%) MicroStrategy
8 3 (1.20%) Omniture
9 2 (0.80%) Northgate
9 2 (0.80%) Orchard
London
Salt
Salary: £45000 - £65000 per annum + benefits and bonus
Posted: 3 days ago
London
HFG
Salary: £40000 - £60000 per annum
Posted: 4 days ago
London
FPSG Connect
Salary: £50000 - £85000 per annum + Excellent Benefits, Career & Travel
Posted: Yesterday
London
Square One Resources
Salary: From £70,000 to £75,000 per annum + Bonus/Benefits
Posted: Yesterday
London
Explore Recruitment Solutions
Salary: £30000 - £45000 per annum
Posted: 18 hours ago
City, London
Nice Systems Uk Ltd
Salary: Excellent Salary + Bonus & Benefits
Posted: 3 days ago
Kingston Upon Thames, Surrey
First Point
Salary: £35000.00 - £45000.00 per annum
Posted: 3 days ago
London
Computer Futures
Salary: £55000 - £70000 per annum + competitive
Posted: 10 days ago
London
Square One Resources
Salary: From £60,000 to £70,000 per annum + Bonus/Benefits
Posted: 3 days ago
Central London
Savvy Recruitment
Salary: £40,000 - £50,000 per year
Posted: 10 days ago
Central London
Savvy Recruitment
Salary: £25,000 - £35,000 per year
Posted: 11 days ago
City, London
Quant Capital
Salary: Up to £85,000 per annum +benefits
Posted: 5 days ago
City of London
Cititec Associates Limited
Salary: £40000 - £50000 per annum + Benefits
Posted: 12 days ago
Central London / West End
Client Server
Salary: £90k to £110k + bonus (c100%)
Posted: 5 days ago
London
Hays London City Cheapside
Salary: £35000.00 - £45000.00 per annum
Posted: 15 days ago
London
Robert Walters UK
Salary: £75000 - £95000 per annum
Posted: 4 days ago
London
Churchill Frank
Salary: £45000 - £55000 per annum + Bonus + Pension + Benefits
Posted: 24 days ago
City, London
Miller Maxwell Ltd
Salary: Flexible Salary + Excellent Bonus's
Posted: 4 days ago
London
Pioneer Search
Salary: £40000.00 - £45000 per annum
Posted: Yesterday
London
Client Server
Salary: £90000 - £110000 per annum + bonus
Posted: 15 days ago
City of London
Cititec Associates Limited
Salary: £100000 - £130000 per annum + Bonus + Benefits
Posted: 24 days ago
London
Venturi
Salary: £35000.00 - £45000.00 per annum + Bonus & Benefits
Posted: 26 days ago