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 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Statistical Analysis
England / London
Rank 478 521 534
Rank change year-on-year
+43 +13
Permanent jobs citing Statistical Analysis 89 128 120
As % of all permanent IT jobs located in London 0.27% 0.31% 0.29%
As % of the Processes & Methodologies category 0.30% 0.35% 0.33%
Number of salaries quoted 68 99 102
Median salary £57,500 £60,000 £47,500
Median salary % change year-on-year
-4.16% +26.31%
90% offered a salary of more than £39,250 £45,000 £31,300
10% offered a salary of more than £96,500 £85,500 £84,500
UK excluding London median salary £44,500 £37,000 £42,500
% change year-on-year
+20.27% -12.94%

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
29661 36820 36507
As % of all permanent IT jobs located in London 89.95% 89.25% 87.12%
Number of salaries quoted 24888 31447 30568
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 £40,000 £39,000 £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 26 February 2017.

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 26 February 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 +27 18 £70,000 +21.73% 4
West End +14 4 - -
Heathrow - 4 £27,500 -
Kingston Upon Thames - 1 £67,500 -
Statistical Analysis
England

Statistical Analysis
Top 30 Related IT Skills in London

For the 6 months to 26 February 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 98 (48.28%) Analytics
2 90 (44.33%) Python
3 84 (41.38%) Finance
4 82 (40.39%) SQL
5 72 (35.47%) R
6 66 (32.51%) Hadoop
6 66 (32.51%) Analytical Skills
7 57 (28.08%) Degree
8 53 (26.11%) Computer Science
9 50 (24.63%) Visualisation
10 49 (24.14%) Statistics
11 48 (23.65%) SAS
11 48 (23.65%) Big Data
12 47 (23.15%) Machine Learning
12 47 (23.15%) Mathematics
13 45 (22.17%) Marketing
14 44 (21.67%) Data Mining
15 37 (18.23%) Data Analytics
16 36 (17.73%) Apache Spark
17 34 (16.75%) PhD
18 32 (15.76%) MS Excel
19 29 (14.29%) Data Quality
20 28 (13.79%) Agile Software Development
20 28 (13.79%) Banking
21 26 (12.81%) Business Intelligence
21 26 (12.81%) SPSS
21 26 (12.81%) Data Architecture
22 24 (11.82%) Algorithms
22 24 (11.82%) VBA
23 23 (11.33%) Predictive Modelling

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 48 (23.65%) SAS
2 36 (17.73%) Apache Spark
3 14 (6.90%) Apache Pig
4 8 (3.94%) Apache
5 5 (2.46%) Elasticsearch
6 3 (1.48%) Confluence
6 3 (1.48%) OpenStack
6 3 (1.48%) SharePoint
Applications
1 32 (15.76%) MS Excel
2 26 (12.81%) SPSS
3 22 (10.84%) MS PowerPoint
4 21 (10.34%) MS Office
5 3 (1.48%) SPSS Modeler
6 2 (0.99%) EViews
6 2 (0.99%) MS Visio
6 2 (0.99%) Stata
7 1 (0.49%) MS Project
Business Applications
1 4 (1.97%) FastStats
2 2 (0.99%) Aareon QL
2 2 (0.99%) Academy Housing
2 2 (0.99%) Dynamics GP
2 2 (0.99%) Exchequer
2 2 (0.99%) Kypera Housing
2 2 (0.99%) MIS ActiveH
2 2 (0.99%) Northgate Housing
2 2 (0.99%) OPENHousing
2 2 (0.99%) Oracle Financials
2 2 (0.99%) Orchard Housing
2 2 (0.99%) Pegasus Opera
2 2 (0.99%) SAP CO
2 2 (0.99%) SAP FI
2 2 (0.99%) SAP FI/CO
2 2 (0.99%) Unit4 Business World
3 1 (0.49%) iJento
3 1 (0.49%) Oracle AML
Cloud Services
1 16 (7.88%) Google Analytics
2 15 (7.39%) Amazon AWS
3 5 (2.46%) Amazon EC2
3 5 (2.46%) Amazon EMR
3 5 (2.46%) Amazon S3
4 3 (1.48%) Adobe Analytics
4 3 (1.48%) Google Cloud Platform
5 2 (0.99%) AWS Lambda
5 2 (0.99%) Google Tag Manager
5 2 (0.99%) Microsoft Azure
6 1 (0.49%) Amazon Kinesis
6 1 (0.49%) DigitalOcean
6 1 (0.49%) IBM Cloud
Communications & Networking
1 4 (1.97%) PABX
2 1 (0.49%) FTP
2 1 (0.49%) HTTP
2 1 (0.49%) LAN
2 1 (0.49%) SMS
2 1 (0.49%) WAN
Database & Business Intelligence
1 66 (32.51%) Hadoop
2 48 (23.65%) Big Data
3 44 (21.67%) Data Mining
4 20 (9.85%) Apache Hive
5 18 (8.87%) Relational Database
6 15 (7.39%) Data Warehouse
7 14 (6.90%) MongoDB
7 14 (6.90%) SQL Server
8 12 (5.91%) QlikView
9 11 (5.42%) Impala
9 11 (5.42%) Neo4j
10 9 (4.43%) MySQL
10 9 (4.43%) SQL Server Integration Services
11 8 (3.94%) Mahout
11 8 (3.94%) PostgreSQL
11 8 (3.94%) Spotfire
12 6 (2.96%) Amazon Redshift
12 6 (2.96%) GIS
13 5 (2.46%) NoSQL
14 4 (1.97%) SQL Server 2012
Development Applications
1 6 (2.96%) Git (software)
1 6 (2.96%) Vagrant
2 5 (2.46%) Jenkins
2 5 (2.46%) Yeoman
3 3 (1.48%) Talend Open Studio
4 2 (0.99%) webpack
5 1 (0.49%) Visual Studio
General
1 84 (41.38%) Finance
2 45 (22.17%) Marketing
3 28 (13.79%) Banking
4 15 (7.39%) Front Office
5 12 (5.91%) Advertising
5 12 (5.91%) Telecoms
6 6 (2.96%) Automotive
6 6 (2.96%) Financial Institution
6 6 (2.96%) Investment Banking
7 5 (2.46%) Games
7 5 (2.46%) Retail
8 4 (1.97%) Manufacturing
9 3 (1.48%) Electronics
9 3 (1.48%) Publishing
10 2 (0.99%) Law
11 1 (0.49%) Back Office
11 1 (0.49%) Legal
Job Titles
1 67 (33.00%) Analyst
2 61 (30.05%) Data Scientist
3 33 (16.26%) Data Analyst
4 25 (12.32%) Senior Data Scientist
5 21 (10.34%) Developer
6 13 (6.40%) Senior Analyst
7 12 (5.91%) Data Engineer
8 11 (5.42%) Consultant
9 10 (4.93%) Python Developer
9 10 (4.93%) SQL Analyst
10 9 (4.43%) C++ Developer
10 9 (4.43%) Data Consultant
10 9 (4.43%) Quantitative Developer
11 8 (3.94%) Analytics Manager
11 8 (3.94%) Business Analyst
11 8 (3.94%) C++ Quantitative Developer
11 8 (3.94%) Data Analytics Manager
11 8 (3.94%) Insight Analyst
11 8 (3.94%) SAS Analyst
11 8 (3.94%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 8 (3.94%) Natural Language Processing
1 8 (3.94%) Pandas
2 7 (3.45%) scikit-learn
3 6 (2.96%) D3.js
3 6 (2.96%) HTML
4 5 (2.46%) .NET
4 5 (2.46%) Cascalog
4 5 (2.46%) SciPy
5 4 (1.97%) LAMP
6 3 (1.48%) Node.js
6 3 (1.48%) React
7 2 (0.99%) Backbone.js
7 2 (0.99%) Boost C++ Libraries
7 2 (0.99%) Browserify
7 2 (0.99%) CSS
7 2 (0.99%) jQuery
7 2 (0.99%) Marionette.js
7 2 (0.99%) RequireJS
7 2 (0.99%) STL
7 2 (0.99%) XML
Miscellaneous
1 66 (32.51%) Analytical Skills
2 53 (26.11%) Computer Science
3 24 (11.82%) Algorithms
4 6 (2.96%) Credit Risk
5 5 (2.46%) Hedge funds
5 5 (2.46%) User Experience
6 4 (1.97%) Data Protection Act
6 4 (1.97%) Derivative
6 4 (1.97%) Driving Licence
6 4 (1.97%) Foreign Exchange (FX)
7 3 (1.48%) Fintech
7 3 (1.48%) Social Media
8 2 (0.99%) Digital Media
8 2 (0.99%) Market Risk
8 2 (0.99%) Reference Data
8 2 (0.99%) Reinsurance
9 1 (0.49%) Data Structures
9 1 (0.49%) Equities
9 1 (0.49%) Fixed Income
9 1 (0.49%) Mobile App
Operating Systems
1 19 (9.36%) Linux
2 16 (7.88%) Windows
3 6 (2.96%) Unix
4 4 (1.97%) Windows 7
5 1 (0.49%) Windows Server
Processes & Methodologies
1 98 (48.28%) Analytics
2 50 (24.63%) Visualisation
3 49 (24.14%) Statistics
4 47 (23.15%) Machine Learning
4 47 (23.15%) Mathematics
5 37 (18.23%) Data Analytics
6 28 (13.79%) Agile Software Development
7 26 (12.81%) Business Intelligence
7 26 (12.81%) Data Architecture
8 23 (11.33%) Predictive Modelling
9 22 (10.84%) Data Analysis
10 21 (10.34%) Data Modelling
11 19 (9.36%) Data Visualisation
11 19 (9.36%) Open Source
12 18 (8.87%) Data Governance
12 18 (8.87%) Risk Management
13 17 (8.37%) SDLC
13 17 (8.37%) Statistical Modelling
14 16 (7.88%) E-Commerce
15 15 (7.39%) Time Series Analysis
Programming Languages
1 90 (44.33%) Python
2 82 (40.39%) SQL
3 72 (35.47%) R
4 24 (11.82%) VBA
5 17 (8.37%) C++
5 17 (8.37%) Scala
6 16 (7.88%) MATLAB
7 9 (4.43%) C#
7 9 (4.43%) Java
8 8 (3.94%) Shell Script
9 6 (2.96%) JavaScript
10 5 (2.46%) Bash Shell
10 5 (2.46%) C
10 5 (2.46%) Clojure
10 5 (2.46%) Cypher
11 4 (1.97%) PHP
11 4 (1.97%) T-SQL
12 3 (1.48%) Ruby
13 1 (0.49%) ES6
13 1 (0.49%) VB
Qualifications
1 57 (28.08%) Degree
2 34 (16.75%) PhD
3 7 (3.45%) CISA
3 7 (3.45%) CISM
3 7 (3.45%) CISSP
4 3 (1.48%) DV Cleared
4 3 (1.48%) SC Cleared
4 3 (1.48%) Security Cleared
5 1 (0.49%) MBA
Quality Assurance & Compliance
1 29 (14.29%) Data Quality
2 10 (4.93%) QA
3 7 (3.45%) ISO/IEC 27001
4 6 (2.96%) COBIT
5 4 (1.97%) GDPR
System Software
1 6 (2.96%) Virtual Machines
1 6 (2.96%) VirtualBox
2 2 (0.99%) HDFS
3 1 (0.49%) Docker
Vendors
1 23 (11.33%) Tableau
2 20 (9.85%) Google
2 20 (9.85%) Microsoft
3 11 (5.42%) Oracle
4 6 (2.96%) Actimize
5 5 (2.46%) Adobe
5 5 (2.46%) IBM
5 5 (2.46%) Lavastorm
5 5 (2.46%) Netezza
5 5 (2.46%) Norkom
5 5 (2.46%) Sun
6 3 (1.48%) Cognos
6 3 (1.48%) MicroStrategy
6 3 (1.48%) Omniture
6 3 (1.48%) Platfora
6 3 (1.48%) Salesforce.com
6 3 (1.48%) Talend
7 2 (0.99%) Ab Initio
7 2 (0.99%) CODA
7 2 (0.99%) JD Edwards
London
Computer Futures
Salary: £55000 - £70000 per annum + competitive
Posted: 21 hours ago
London
Computer Futures
Salary: £75000 per annum + competitive
Posted: 2 days ago
London
RedCat Solutions
Posted: 3 days ago
London
Computer Futures
Salary: £55000 - £90000 per annum + competitive
Posted: Yesterday
City, London
Evolution Recruitment Solutions
Salary: 55000 - 70000 + excellent benefits
Posted: 4 days ago
London
Parallel Consulting
Salary: £50000 - £65000 per annum + Generous bonus and benefits package
Posted: 4 days ago
London
McGregor Boyall
Salary: £65000 - £85000 per annum
Posted: 4 days ago
London
Eligo Recruitment Ltd
Salary: £50000 - £60000 per annum + Healthcare, Bonus package
Posted: 6 days ago
South East London
Lawrence Harvey Enterprise
Salary: £28000.00 - £35000.00 per annum
Posted: 6 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 9 days ago
City, London
Quant Capital
Salary: Up to £40,000 per annum + benefits and bonus
Posted: 6 days ago
London
myBench Ltd
Salary: From £60,000 to £80,000 per annum
Posted: 18 days ago
London
Robert Walters UK
Salary: £50000 - £65000 per annum
Posted: 27 days ago
London
Information Technology Services
Salary: £70k - 80k per year
Posted: 2 days ago
London
Hays London City Cheapside
Salary: £45000.00 - £50000.00 per annum
Posted: 12 days ago
London
Moorfields Eye Hospital
Salary: incl HCAS
Posted: 18 days ago
City of London
Hays London City Cheapside
Salary: £45000.00 - £50000.00 per annum
Posted: 20 days ago
City of London
Venturi
Salary: £22000.00 - £30000.00 per annum
Posted: 18 days ago