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 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Statistical Analysis
England / London
Rank 491 526 533
Rank change year-on-year
+35 +7
Permanent jobs citing Statistical Analysis 88 116 111
As % of all permanent IT jobs located in London 0.27% 0.29% 0.27%
As % of the Processes & Methodologies category 0.30% 0.32% 0.31%
Number of salaries quoted 75 88 88
Median salary £60,000 £65,000 £50,000
Median salary % change year-on-year
-7.69% +30.00%
90% offered a salary of more than £41,000 £46,750 £35,000
10% offered a salary of more than £100,000 £90,000 £82,500
UK excluding London median salary £40,000 £37,000 £42,500
% change year-on-year
+8.10% -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
29403 35775 35553
As % of all permanent IT jobs located in London 89.07% 88.49% 86.34%
Number of salaries quoted 24814 30568 29979
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 £39,000 £40,000 £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 21 January 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 21 January 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 +34 23 £72,500 +11.53% 3
Kingston Upon Thames - 1 £67,500 - 1
Statistical Analysis
England

Statistical Analysis
Top 30 Related IT Skills in London

For the 6 months to 21 January 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.

1 125 (53.42%) Analytics
2 107 (45.73%) Python
3 98 (41.88%) SQL
4 94 (40.17%) Finance
5 90 (38.46%) R
6 80 (34.19%) Analytical Skills
7 73 (31.20%) Hadoop
8 59 (25.21%) Degree
8 59 (25.21%) Computer Science
9 57 (24.36%) Machine Learning
10 55 (23.50%) Big Data
11 52 (22.22%) Visualisation
12 51 (21.79%) Statistics
13 49 (20.94%) Data Mining
13 49 (20.94%) Data Analytics
14 47 (20.09%) Apache Spark
15 46 (19.66%) SAS
15 46 (19.66%) Mathematics
15 46 (19.66%) Marketing
16 37 (15.81%) Business Intelligence
17 35 (14.96%) Agile Software Development
17 35 (14.96%) Banking
18 34 (14.53%) PhD
18 34 (14.53%) Data Quality
19 31 (13.25%) MS Excel
20 30 (12.82%) Algorithms
21 29 (12.39%) Predictive Modelling
21 29 (12.39%) SPSS
22 28 (11.97%) Data Analysis
23 27 (11.54%) 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 47 (20.09%) Apache Spark
2 46 (19.66%) SAS
3 16 (6.84%) Apache Pig
4 12 (5.13%) Apache
5 5 (2.14%) Elasticsearch
6 3 (1.28%) Confluence
6 3 (1.28%) OpenStack
6 3 (1.28%) SharePoint
Applications
1 31 (13.25%) MS Excel
2 29 (12.39%) SPSS
3 20 (8.55%) MS PowerPoint
4 15 (6.41%) MS Office
5 2 (0.85%) CPLEX
6 1 (0.43%) EViews
6 1 (0.43%) MS Visio
6 1 (0.43%) Stata
Business Applications
1 4 (1.71%) FastStats
1 4 (1.71%) Oracle AML
2 2 (0.85%) Aareon QL
2 2 (0.85%) Academy Housing
2 2 (0.85%) Dynamics GP
2 2 (0.85%) Exchequer
2 2 (0.85%) MIS ActiveH
2 2 (0.85%) Northgate Housing
2 2 (0.85%) OPENHousing
2 2 (0.85%) Oracle Financials
2 2 (0.85%) Orchard Housing
2 2 (0.85%) Pegasus Opera
2 2 (0.85%) SAP CO
2 2 (0.85%) SAP FI
2 2 (0.85%) SAP FI/CO
2 2 (0.85%) Unit4 Business World
3 1 (0.43%) iJento
Cloud Services
1 18 (7.69%) Amazon AWS
1 18 (7.69%) Google Analytics
2 6 (2.56%) Amazon EC2
2 6 (2.56%) Amazon EMR
2 6 (2.56%) Amazon S3
3 4 (1.71%) Microsoft Azure
4 3 (1.28%) Adobe Analytics
4 3 (1.28%) Google Cloud Platform
5 2 (0.85%) AWS Lambda
6 1 (0.43%) AdWords
6 1 (0.43%) Amazon Kinesis
6 1 (0.43%) DigitalOcean
6 1 (0.43%) Google Play
6 1 (0.43%) Google Tag Manager
6 1 (0.43%) IBM Cloud
Communications & Networking
1 2 (0.85%) PABX
2 1 (0.43%) SMS
Database & Business Intelligence
1 73 (31.20%) Hadoop
2 55 (23.50%) Big Data
3 49 (20.94%) Data Mining
4 25 (10.68%) SQL Server
5 22 (9.40%) Apache Hive
5 22 (9.40%) Relational Database
6 19 (8.12%) MySQL
7 17 (7.26%) MongoDB
8 16 (6.84%) Data Warehouse
9 14 (5.98%) Impala
9 14 (5.98%) PostgreSQL
10 13 (5.56%) QlikView
11 11 (4.70%) Neo4j
11 11 (4.70%) SQL Server Integration Services
12 9 (3.85%) Amazon Redshift
12 9 (3.85%) Spotfire
13 8 (3.42%) Mahout
13 8 (3.42%) SQL Server 2012
13 8 (3.42%) Text Mining
14 6 (2.56%) GIS
Development Applications
1 7 (2.99%) Git (software)
1 7 (2.99%) Vagrant
2 6 (2.56%) Jenkins
2 6 (2.56%) webpack
2 6 (2.56%) Yeoman
3 3 (1.28%) Talend Open Studio
4 1 (0.43%) Bugzilla
4 1 (0.43%) JIRA
General
1 94 (40.17%) Finance
2 46 (19.66%) Marketing
3 35 (14.96%) Banking
4 19 (8.12%) Front Office
5 12 (5.13%) Advertising
6 10 (4.27%) Telecoms
7 9 (3.85%) Retail
8 8 (3.42%) Games
9 7 (2.99%) Investment Banking
10 6 (2.56%) Automotive
10 6 (2.56%) Financial Institution
11 5 (2.14%) Manufacturing
12 4 (1.71%) Electronics
13 3 (1.28%) Publishing
14 2 (0.85%) French Language
14 2 (0.85%) German Language
14 2 (0.85%) Law
15 1 (0.43%) Back Office
15 1 (0.43%) Legal
Job Titles
1 78 (33.33%) Data Scientist
2 69 (29.49%) Analyst
3 38 (16.24%) Developer
4 37 (15.81%) Data Analyst
5 29 (12.39%) Senior Data Scientist
6 15 (6.41%) Quantitative Developer
7 13 (5.56%) Data Engineer
7 13 (5.56%) Python Developer
8 12 (5.13%) Consultant
8 12 (5.13%) SQL Analyst
9 11 (4.70%) C++ Developer
9 11 (4.70%) Senior Analyst
9 11 (4.70%) SQL Data Analyst
10 10 (4.27%) Analytics Manager
10 10 (4.27%) C++ Quantitative Developer
10 10 (4.27%) Data Analytics Manager
11 9 (3.85%) Data Consultant
11 9 (3.85%) SQL Developer
12 8 (3.42%) JavaScript Developer
12 8 (3.42%) Senior Manager
Libraries, Frameworks & Software Standards
1 11 (4.70%) Natural Language Processing
2 9 (3.85%) Pandas
3 8 (3.42%) Node.js
3 8 (3.42%) React
4 7 (2.99%) D3.js
4 7 (2.99%) HTML
4 7 (2.99%) scikit-learn
5 6 (2.56%) Backbone.js
5 6 (2.56%) Browserify
5 6 (2.56%) Cascalog
5 6 (2.56%) jQuery
5 6 (2.56%) Marionette.js
5 6 (2.56%) RequireJS
5 6 (2.56%) SciPy
6 5 (2.14%) CSS
6 5 (2.14%) HTML5
7 4 (1.71%) .NET
7 4 (1.71%) LAMP
8 3 (1.28%) Boost C++ Libraries
8 3 (1.28%) STL
Miscellaneous
1 80 (34.19%) Analytical Skills
2 59 (25.21%) Computer Science
3 52 (22.22%) Visualisation
4 51 (21.79%) Statistics
5 46 (19.66%) Mathematics
6 30 (12.82%) Algorithms
7 21 (8.97%) Physics
8 12 (5.13%) Data Extraction
9 10 (4.27%) Economics
10 6 (2.56%) Foreign Exchange (FX)
10 6 (2.56%) Hedge funds
11 5 (2.14%) Credit Risk
11 5 (2.14%) Derivative
11 5 (2.14%) Social Media
11 5 (2.14%) User Experience
12 4 (1.71%) Applied Mathematics
12 4 (1.71%) Digital Media
13 3 (1.28%) Artificial Intelligence
13 3 (1.28%) Data Protection Act
13 3 (1.28%) Data Structures
Operating Systems
1 21 (8.97%) Linux
2 12 (5.13%) Windows
3 10 (4.27%) Unix
4 1 (0.43%) Android
4 1 (0.43%) Apple iOS
Processes & Methodologies
1 125 (53.42%) Analytics
2 57 (24.36%) Machine Learning
3 49 (20.94%) Data Analytics
4 37 (15.81%) Business Intelligence
5 35 (14.96%) Agile Software Development
6 29 (12.39%) Predictive Modelling
7 28 (11.97%) Data Analysis
8 25 (10.68%) Data Architecture
8 25 (10.68%) Open Source
9 21 (8.97%) SDLC
10 20 (8.55%) ETL
11 18 (7.69%) Data Modelling
11 18 (7.69%) E-Commerce
11 18 (7.69%) Time Series Analysis
12 17 (7.26%) Data Governance
12 17 (7.26%) Statistical Modelling
13 16 (6.84%) Risk Management
14 15 (6.41%) Data Visualisation
15 13 (5.56%) Customer Segmentation
15 13 (5.56%) Digital Marketing
Programming Languages
1 107 (45.73%) Python
2 98 (41.88%) SQL
3 90 (38.46%) R
4 22 (9.40%) VBA
5 19 (8.12%) C++
5 19 (8.12%) Scala
6 17 (7.26%) JavaScript
6 17 (7.26%) MATLAB
7 13 (5.56%) Java
8 10 (4.27%) C#
8 10 (4.27%) Shell Script
9 8 (3.42%) Bash Shell
9 8 (3.42%) Clojure
10 6 (2.56%) Cypher
10 6 (2.56%) Ruby
11 3 (1.28%) C
11 3 (1.28%) T-SQL
12 2 (0.85%) ES6
12 2 (0.85%) Perl
13 1 (0.43%) VB
Qualifications
1 59 (25.21%) Degree
2 34 (14.53%) PhD
3 7 (2.99%) CISA
3 7 (2.99%) CISM
3 7 (2.99%) CISSP
4 2 (0.85%) MBA
Quality Assurance & Compliance
1 34 (14.53%) Data Quality
2 12 (5.13%) QA
3 7 (2.99%) ISO/IEC 27001
4 5 (2.14%) COBIT
5 3 (1.28%) GDPR
System Software
1 7 (2.99%) Virtual Machines
1 7 (2.99%) VirtualBox
2 2 (0.85%) HDFS
3 1 (0.43%) Docker
Vendors
1 27 (11.54%) Tableau
2 21 (8.97%) Google
3 16 (6.84%) Oracle
4 15 (6.41%) Microsoft
5 8 (3.42%) Netezza
6 7 (2.99%) Actimize
7 6 (2.56%) IBM
7 6 (2.56%) Lavastorm
7 6 (2.56%) Norkom
8 5 (2.14%) Adobe
8 5 (2.14%) Sun
9 4 (1.71%) Cloudera
9 4 (1.71%) Platfora
10 3 (1.28%) Cognos
10 3 (1.28%) MicroStrategy
10 3 (1.28%) Omniture
10 3 (1.28%) Talend
11 2 (0.85%) Civica
11 2 (0.85%) Northgate
11 2 (0.85%) Orchard
London
Salt
Salary: £45000 - £55000 per annum + Benefits + Bonus
Posted: 2 days ago
London
HFG
Salary: £35000 - £65000 per annum
Posted: 5 days ago
London
Computer Futures
Salary: £55000 - £70000 per annum + competitive
Posted: 4 days ago
London
Lawrence Harvey Enterprise
Salary: £45000.00 - £125000 per annum + excellent bonus + bens
Posted: 4 days ago
London
Computer Futures
Salary: £75000 per annum + competitive
Posted: 6 days ago
West London
Anonymous recruiter
Salary: Excellent salary + benefits
Posted: 2 days ago
City, London
Evolution Recruitment Solutions
Salary: 55000 - 70000 + excellent benefits
Posted: 4 days ago
London
Explore Recruitment Solutions
Salary: £30000 - £40000 per annum
Posted: 2 days ago
City, London
Client Server
Salary: £90k to £110k + bonus (c100%)
Posted: 5 days ago
Kingston Upon Thames, Surrey
First Point
Salary: £40000.00 - £50000.00 per annum
Posted: 4 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 3 days ago
London
Client Server
Salary: £90000 - £110000 per annum + bonus (c100%)
Posted: 5 days ago
London
Explore Recruitment Solutions
Salary: £20000 - £26000 per annum
Posted: 2 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 3 days ago
London
Coal IT Services
Salary: From £40,000 to £45,000 per annum plus excellent benefits / bonus
Posted: Yesterday
London
Hays London City Cheapside
Salary: £35000.00 - £40000.00 per annum
Posted: 17 days ago
London
Huxley
Salary: £65000 - £80000 per annum + bonus + bens
Posted: 12 days ago
London
Huxley
Salary: £75000 - £120000 per annum + competitive
Posted: 15 days ago