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 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Statistical Analysis
England / London
Rank 489 528 517
Rank change year-on-year +39 -11  
Permanent jobs citing Statistical Analysis 88 128 139
As % of all permanent IT jobs advertised in London 0.26% 0.31% 0.33%
As % of the Processes & Methodologies category 0.29% 0.34% 0.38%
Number of salaries quoted 70 99 121
Median salary £65,000 £57,500 £55,000
Median salary % change year-on-year +13.04% +4.54%  
90% offered a salary of more than £37,000 £42,500 £35,000
10% offered a salary of more than £97,750 £85,000 £82,500
UK excluding London median salary £42,500 £35,000 £42,500
% change year-on-year +21.42% -17.64%  

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 29951 37613 37019
As % of all permanent IT job vacancies advertised in London 90.17% 89.67% 87.64%
Number of salaries quoted 25087 32113 30860
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.34% -  
90% offered a salary of more than £40,000 £38,879 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 26 March 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 26 March 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 +26 8 £100,000 +73.91% 4
Heathrow - 5 £27,500 -
West End of London - 4 - -
Chiswick - 1 £55,000 -
Statistical Analysis
England

Statistical Analysis
Top 30 Related IT Skills in London

For the 6 months to 26 March 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.

1 102 (51.52%) Python
2 99 (50.00%) Analytics
3 88 (44.44%) SQL
4 80 (40.40%) R
5 73 (36.87%) Analytical Skills
6 72 (36.36%) Finance
7 70 (35.35%) Hadoop
8 62 (31.31%) Big Data
9 61 (30.81%) Machine Learning
9 61 (30.81%) Statistics
10 59 (29.80%) Degree
11 58 (29.29%) SAS
12 52 (26.26%) Computer Science
12 52 (26.26%) Visualisation
13 49 (24.75%) Mathematics
14 41 (20.71%) Marketing
15 36 (18.18%) Data Mining
16 35 (17.68%) Apache Spark
17 34 (17.17%) Data Visualisation
18 33 (16.67%) Algorithms
18 33 (16.67%) PhD
19 30 (15.15%) Banking
20 27 (13.64%) Predictive Modelling
20 27 (13.64%) Data Analytics
21 26 (13.13%) Data Modelling
22 25 (12.63%) Tableau
23 24 (12.12%) Agile Software Development
24 23 (11.62%) Business Intelligence
24 23 (11.62%) SPSS
24 23 (11.62%) Relational Database

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 58 (29.29%) SAS
2 35 (17.68%) Apache Spark
3 14 (7.07%) Apache Pig
4 10 (5.05%) Apache
5 5 (2.53%) Elasticsearch
6 3 (1.52%) Apache Solr
6 3 (1.52%) Confluence
6 3 (1.52%) SharePoint
7 1 (0.51%) OpenStack
Applications
1 23 (11.62%) SPSS
2 19 (9.60%) MS Excel
3 16 (8.08%) MS PowerPoint
4 14 (7.07%) MS Office
5 4 (2.02%) SPSS Modeler
6 2 (1.01%) EViews
6 2 (1.01%) Stata
7 1 (0.51%) MS Project
7 1 (0.51%) MS Visio
Business Applications
1 2 (1.01%) FastStats
2 1 (0.51%) iJento
2 1 (0.51%) Oracle AML
Cloud Services
1 20 (10.10%) Amazon AWS
2 14 (7.07%) Google Analytics
3 6 (3.03%) Amazon EC2
3 6 (3.03%) Amazon EMR
3 6 (3.03%) Amazon S3
4 3 (1.52%) Adobe Analytics
4 3 (1.52%) Microsoft Azure
5 2 (1.01%) Google Tag Manager
6 1 (0.51%) Amazon Kinesis
6 1 (0.51%) DigitalOcean
6 1 (0.51%) Google Cloud Platform
6 1 (0.51%) IBM Cloud
Communications & Networking
1 4 (2.02%) PABX
2 2 (1.01%) HTTP
3 1 (0.51%) FTP
3 1 (0.51%) Intranet
3 1 (0.51%) LAN
3 1 (0.51%) SMS
3 1 (0.51%) WAN
Database & Business Intelligence
1 70 (35.35%) Hadoop
2 62 (31.31%) Big Data
3 36 (18.18%) Data Mining
4 23 (11.62%) Relational Database
5 20 (10.10%) Apache Hive
6 13 (6.57%) Data Warehouse
6 13 (6.57%) MongoDB
7 12 (6.06%) Neo4j
8 11 (5.56%) Impala
9 10 (5.05%) SQL Server
10 9 (4.55%) Mahout
10 9 (4.55%) PostgreSQL
10 9 (4.55%) QlikView
11 7 (3.54%) Amazon Redshift
11 7 (3.54%) MySQL
12 6 (3.03%) GIS
12 6 (3.03%) NoSQL
12 6 (3.03%) SQL Server Integration Services
13 5 (2.53%) Data Lake
13 5 (2.53%) RDBMS
Development Applications
1 7 (3.54%) Git (software)
1 7 (3.54%) Vagrant
2 6 (3.03%) Jenkins
2 6 (3.03%) Yeoman
3 1 (0.51%) Talend Open Studio
3 1 (0.51%) Visual Studio
General
1 72 (36.36%) Finance
2 41 (20.71%) Marketing
3 30 (15.15%) Banking
4 21 (10.61%) Telecoms
5 16 (8.08%) Front Office
6 12 (6.06%) Advertising
7 6 (3.03%) Automotive
7 6 (3.03%) Financial Institution
8 5 (2.53%) Games
8 5 (2.53%) Investment Banking
8 5 (2.53%) Law
8 5 (2.53%) Retail
9 4 (2.02%) Manufacturing
10 3 (1.52%) Electronics
10 3 (1.52%) Publishing
11 1 (0.51%) Legal
11 1 (0.51%) Music Industry
Job Titles
1 68 (34.34%) Data Scientist
2 63 (31.82%) Analyst
3 32 (16.16%) Senior Data Scientist
4 30 (15.15%) Data Analyst
5 18 (9.09%) Developer
6 14 (7.07%) Data Engineer
7 13 (6.57%) Senior Analyst
8 11 (5.56%) Python Developer
9 9 (4.55%) Quantitative Developer
10 8 (4.04%) Business Analyst
10 8 (4.04%) C++ Developer
10 8 (4.04%) C++ Quantitative Developer
10 8 (4.04%) Insight Analyst
10 8 (4.04%) SAS Analyst
11 7 (3.54%) SQL Analyst
12 6 (3.03%) Consultant
12 6 (3.03%) Data Consultant
12 6 (3.03%) Digital Analyst
12 6 (3.03%) Graduate
12 6 (3.03%) Statistical Analyst
Libraries, Frameworks & Software Standards
1 9 (4.55%) Natural Language Processing
1 9 (4.55%) Pandas
2 8 (4.04%) scikit-learn
3 7 (3.54%) D3.js
4 6 (3.03%) Cascalog
4 6 (3.03%) HTML
4 6 (3.03%) SciPy
5 5 (2.53%) .NET
6 4 (2.02%) LAMP
7 3 (1.52%) Kafka
7 3 (1.52%) XML
8 2 (1.01%) Boost C++ Libraries
8 2 (1.01%) STL
9 1 (0.51%) ASP.NET
9 1 (0.51%) CSS
9 1 (0.51%) JSON
9 1 (0.51%) Lucene
9 1 (0.51%) Regular Expression
9 1 (0.51%) REST
9 1 (0.51%) SOAP
Miscellaneous
1 73 (36.87%) Analytical Skills
2 52 (26.26%) Computer Science
3 33 (16.67%) Algorithms
4 6 (3.03%) Credit Risk
4 6 (3.03%) User Experience
5 5 (2.53%) Driving Licence
5 5 (2.53%) Hedge funds
6 4 (2.02%) Data Protection Act
6 4 (2.02%) Derivative
6 4 (2.02%) Foreign Exchange (FX)
7 3 (1.52%) Fintech
7 3 (1.52%) Public Cloud
7 3 (1.52%) Social Media
8 2 (1.01%) Digital Media
8 2 (1.01%) Market Risk
8 2 (1.01%) Reinsurance
9 1 (0.51%) Blog
9 1 (0.51%) Equity Derivative
9 1 (0.51%) Mobile App
9 1 (0.51%) Virtual Team
Operating Systems
1 19 (9.60%) Linux
2 18 (9.09%) Windows
3 5 (2.53%) Unix
3 5 (2.53%) Windows 7
4 1 (0.51%) Windows Server
Processes & Methodologies
1 99 (50.00%) Analytics
2 61 (30.81%) Machine Learning
2 61 (30.81%) Statistics
3 52 (26.26%) Visualisation
4 49 (24.75%) Mathematics
5 34 (17.17%) Data Visualisation
6 27 (13.64%) Data Analytics
6 27 (13.64%) Predictive Modelling
7 26 (13.13%) Data Modelling
8 24 (12.12%) Agile Software Development
9 23 (11.62%) Business Intelligence
10 20 (10.10%) Data Analysis
11 18 (9.09%) Risk Management
12 17 (8.59%) Stakeholder Management
13 16 (8.08%) Physics
13 16 (8.08%) Statistical Modelling
13 16 (8.08%) Time Series Analysis
14 15 (7.58%) Open Source
15 14 (7.07%) E-Commerce
15 14 (7.07%) SDLC
Programming Languages
1 102 (51.52%) Python
2 88 (44.44%) SQL
3 80 (40.40%) R
4 22 (11.11%) VBA
5 18 (9.09%) C++
5 18 (9.09%) Scala
6 16 (8.08%) MATLAB
7 11 (5.56%) Java
8 9 (4.55%) C#
9 7 (3.54%) Shell Script
10 6 (3.03%) Bash Shell
10 6 (3.03%) Clojure
10 6 (3.03%) Cypher
11 5 (2.53%) C
11 5 (2.53%) PHP
12 4 (2.02%) JavaScript
12 4 (2.02%) T-SQL
13 2 (1.01%) Ruby
14 1 (0.51%) VB
14 1 (0.51%) VB.NET
Qualifications
1 59 (29.80%) Degree
2 33 (16.67%) PhD
3 9 (4.55%) CISA
3 9 (4.55%) CISM
3 9 (4.55%) CISSP
4 3 (1.52%) DV Cleared
4 3 (1.52%) SC Cleared
4 3 (1.52%) Security Cleared
Quality Assurance & Compliance
1 15 (7.58%) Data Quality
2 10 (5.05%) QA
3 9 (4.55%) ISO/IEC 27001
4 5 (2.53%) COBIT
5 4 (2.02%) GDPR
System Software
1 7 (3.54%) Virtual Machines
1 7 (3.54%) VirtualBox
2 2 (1.01%) HDFS
3 1 (0.51%) Docker
Vendors
1 25 (12.63%) Tableau
2 21 (10.61%) Google
3 19 (9.60%) Microsoft
4 7 (3.54%) IBM
4 7 (3.54%) Oracle
5 6 (3.03%) Netezza
6 4 (2.02%) CA
6 4 (2.02%) Hortonworks
6 4 (2.02%) MicroStrategy
6 4 (2.02%) Teradata
7 3 (1.52%) Adobe
7 3 (1.52%) Omniture
7 3 (1.52%) Salesforce.com
7 3 (1.52%) Sun
8 2 (1.01%) Alteryx
8 2 (1.01%) Platfora
9 1 (0.51%) Cloudera
9 1 (0.51%) RapidMiner
9 1 (0.51%) Salesforce Marketing Cloud
9 1 (0.51%) Twitter
London
Capgemini UK
Posted: 4 days ago
London
Spencer Rose
Salary: £60000 - £65000 per annum
Posted: 6 days ago
London
Careerwise UK Limited
Salary: £90000 - £95000 per annum + benefits
Posted: 5 days ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 3 days ago
London
myBench Ltd
Salary: From £70,000 to £90,000 per annum
Posted: 6 days ago
London
Energize Recruitment Solutions Ltd
Salary: £50000 - £75000 per annum + bonus +benefits
Posted: 13 days ago
London
Computer Futures
Salary: £55000 - £70000 per annum + competitive
Posted: 13 days ago
City, London
The Collinson Group
Salary: From £35,000 to £50,000 per annum
Posted: 13 days ago
London
Energize Recruitment Solutions Ltd
Salary: £40000 - £75000 per annum
Posted: 13 days ago
North West London
Spacebar Media
Salary: Competitive + Benefits
Posted: 23 days ago
City, London
Clearwater People Solutions
Salary: £25000 - £34000 Per Annum DOE
Posted: 4 days ago
London
Information Technology Services
Salary: £70k - 80k per year
Posted: 5 days ago
City, London
EE
Salary: Competitive + Bonus
Posted: 20 days ago
London
EE
Salary: Competitive + Bonus
Posted: 20 days ago