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 24 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Statistical Analysis
Rank 515 500 511
Rank change year-on-year
-15 +11
Permanent jobs citing Statistical Analysis 119 176 173
As % of all permanent IT jobs located in London 0.30% 0.40% 0.36%
As % of the Processes & Methodologies category 0.34% 0.45% 0.42%
Number of salaries quoted 104 117 121
Median salary £65,000 £57,500 £45,000
Median salary % change year-on-year
+13.04% +27.77%
90% offered a salary of more than £41,300 £30,300 £33,768
10% offered a salary of more than £118,500 £85,000 £72,500
UK excluding London median salary £40,000 £38,000 £42,500
% change year-on-year
+5.26% -10.58%
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
35305 39099 41595
As % of all permanent IT jobs located in London 89.50% 87.89% 87.33%
Number of salaries quoted 30570 32801 34541
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 £37,500 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 24 July 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 24 July 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 +47 15 £65,000 +19.14% 2
Bromley - 2 £41,250 -
Feltham - 1 £40,000 -
Greenwich - 1 £55,000 -
Hillingdon - 1 £41,000 -
Statistical Analysis
England

Statistical Analysis
Top 30 Related IT Skills in London

For the 6 months to 24 July 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.

1 173 (71.19%) Analytics
2 144 (59.26%) SQL
3 122 (50.21%) R
4 116 (47.74%) Python
5 96 (39.51%) Analytical Skills
6 95 (39.09%) Machine Learning
7 83 (34.16%) Big Data
7 83 (34.16%) Data Analytics
8 78 (32.10%) Visualisation
9 73 (30.04%) Degree
10 72 (29.63%) Statistics
11 70 (28.81%) Hadoop
12 68 (27.98%) Mathematics
13 65 (26.75%) Data Analysis
14 64 (26.34%) Marketing
15 60 (24.69%) Computer Science
15 60 (24.69%) PhD
15 60 (24.69%) Finance
16 54 (22.22%) Predictive Modelling
17 53 (21.81%) Apache Spark
18 50 (20.58%) Data Mining
18 50 (20.58%) SAS
19 44 (18.11%) Business Intelligence
19 44 (18.11%) VBA
19 44 (18.11%) Data Visualisation
20 43 (17.70%) PostgreSQL
20 43 (17.70%) Amazon AWS
21 42 (17.28%) Data Munging
22 41 (16.87%) Vagrant
22 41 (16.87%) VirtualBox

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 53 (21.81%) Apache Spark
2 50 (20.58%) SAS
3 32 (13.17%) Apache Pig
4 14 (5.76%) Apache
5 2 (0.82%) Apache Solr
5 2 (0.82%) SharePoint
6 1 (0.41%) Elasticsearch
6 1 (0.41%) IIS
Applications
1 31 (12.76%) SPSS
2 11 (4.53%) MS PowerPoint
3 10 (4.12%) MS Excel
4 4 (1.65%) MS Office
4 4 (1.65%) MS Visio
4 4 (1.65%) Spreadsheet
5 3 (1.23%) MS Project
6 2 (0.82%) EViews
7 1 (0.41%) S-PLUS
7 1 (0.41%) Stata
Business Applications
1 2 (0.82%) FastStats
2 1 (0.41%) Dynamics CRM
Cloud Services
1 43 (17.70%) Amazon AWS
2 26 (10.70%) Amazon EC2
2 26 (10.70%) Amazon EMR
2 26 (10.70%) Amazon S3
3 24 (9.88%) Microsoft Azure
4 18 (7.41%) Google Analytics
5 2 (0.82%) Google Cloud Platform
6 1 (0.41%) AWS CloudFormation
6 1 (0.41%) AWS Lambda
6 1 (0.41%) Cloud Computing
Communications & Networking
1 3 (1.23%) Firewall
2 1 (0.41%) DNS
2 1 (0.41%) FTP
2 1 (0.41%) SAN
2 1 (0.41%) TCP/IP
Database & Business Intelligence
1 83 (34.16%) Big Data
2 70 (28.81%) Hadoop
3 50 (20.58%) Data Mining
4 43 (17.70%) PostgreSQL
5 40 (16.46%) Apache Hive
6 28 (11.52%) Impala
7 27 (11.11%) Neo4j
8 25 (10.29%) Mahout
8 25 (10.29%) MongoDB
9 24 (9.88%) NoSQL
10 19 (7.82%) Relational Database
11 14 (5.76%) SQL Server
11 14 (5.76%) SQL Server Integration Services
12 13 (5.35%) BusinessObjects
12 13 (5.35%) SQL Server Reporting Services
13 12 (4.94%) Data Warehouse
14 11 (4.53%) SQL Server Analysis Services
15 8 (3.29%) QlikView
16 6 (2.47%) OLAP
17 5 (2.06%) Oracle BI EE
Development Applications
1 41 (16.87%) Git (software)
1 41 (16.87%) Vagrant
2 24 (9.88%) Jenkins
2 24 (9.88%) Yeoman
3 1 (0.41%) Talend Open Studio
General
1 64 (26.34%) Marketing
2 60 (24.69%) Finance
3 36 (14.81%) Retail
4 27 (11.11%) Banking
5 21 (8.64%) Advertising
6 19 (7.82%) Telecoms
7 17 (7.00%) Games
7 17 (7.00%) Manufacturing
8 14 (5.76%) Front Office
9 10 (4.12%) Legal
10 8 (3.29%) Law
11 2 (0.82%) Investment Banking
11 2 (0.82%) Retail Banking
12 1 (0.41%) Financial Institution
12 1 (0.41%) International Banking
Job Titles
1 80 (32.92%) Data Scientist
2 58 (23.87%) Analyst
3 33 (13.58%) Data Analyst
3 33 (13.58%) Developer
4 21 (8.64%) Senior Data Scientist
5 20 (8.23%) Consultant
6 17 (7.00%) Analytics Consultant
7 15 (6.17%) Data Analytics Consultant
7 15 (6.17%) Data Consultant
7 15 (6.17%) Machine Learning Scientist
8 14 (5.76%) Quantitative Developer
9 13 (5.35%) C# Developer
9 13 (5.35%) C++ Developer
9 13 (5.35%) Senior Analyst
10 10 (4.12%) C++ Quantitative Developer
10 10 (4.12%) Information Officer
10 10 (4.12%) Information Security Officer
10 10 (4.12%) Insight Analyst
10 10 (4.12%) Security Officer
11 9 (3.70%) Marketing Analyst
Libraries, Frameworks & Software Standards
1 31 (12.76%) Natural Language Processing
2 29 (11.93%) SciPy
3 27 (11.11%) D3.js
4 26 (10.70%) Pandas
4 26 (10.70%) scikit-learn
5 24 (9.88%) Cascalog
6 17 (7.00%) Lucene
7 14 (5.76%) .NET
8 7 (2.88%) SparkR
9 6 (2.47%) MDX
10 5 (2.06%) Boost C++ Libraries
10 5 (2.06%) STL
11 4 (1.65%) XML
12 3 (1.23%) FIX Protocol
12 3 (1.23%) NumPy
13 2 (0.82%) Kafka
14 1 (0.41%) AngularJS
14 1 (0.41%) Apache Thrift
14 1 (0.41%) PostGIS
14 1 (0.41%) Regular Expression
Miscellaneous
1 96 (39.51%) Analytical Skills
2 78 (32.10%) Visualisation
3 72 (29.63%) Statistics
4 68 (27.98%) Mathematics
5 60 (24.69%) Computer Science
6 27 (11.11%) Hedge funds
6 27 (11.11%) Physics
7 25 (10.29%) Algorithms
8 16 (6.58%) Fintech
9 13 (5.35%) Management Information System
10 12 (4.94%) Foreign Exchange (FX)
11 8 (3.29%) Equities
12 7 (2.88%) Data Extraction
12 7 (2.88%) Economics
13 6 (2.47%) Artificial Intelligence
13 6 (2.47%) Credit Risk
13 6 (2.47%) Derivative
13 6 (2.47%) Neural Network
14 3 (1.23%) Interest Rate Derivative
15 2 (0.82%) CESG
Operating Systems
1 13 (5.35%) Linux
2 7 (2.88%) Windows
3 4 (1.65%) Unix
4 1 (0.41%) Apple iOS
4 1 (0.41%) Windows 7
4 1 (0.41%) Windows Server
4 1 (0.41%) Windows Server 2003
4 1 (0.41%) Windows Server 2008
Processes & Methodologies
1 173 (71.19%) Analytics
2 95 (39.09%) Machine Learning
3 83 (34.16%) Data Analytics
4 65 (26.75%) Data Analysis
5 54 (22.22%) Predictive Modelling
6 44 (18.11%) Business Intelligence
6 44 (18.11%) Data Visualisation
7 42 (17.28%) Data Munging
8 41 (16.87%) Unit Testing
9 38 (15.64%) Open Source
10 29 (11.93%) Big Data Analytics
11 28 (11.52%) Time Series Analysis
12 26 (10.70%) User Stories
13 25 (10.29%) Operations Research
14 24 (9.88%) Continuous Integration
15 21 (8.64%) Software Engineering
16 19 (7.82%) Campaign Analysis
17 18 (7.41%) Data Modelling
18 17 (7.00%) E-Commerce
19 16 (6.58%) ETL
Programming Languages
1 144 (59.26%) SQL
2 122 (50.21%) R
3 116 (47.74%) Python
4 44 (18.11%) VBA
5 38 (15.64%) MATLAB
6 31 (12.76%) Clojure
6 31 (12.76%) Java
7 26 (10.70%) C++
8 24 (9.88%) Bash Shell
9 23 (9.47%) C#
10 18 (7.41%) JavaScript
11 15 (6.17%) Ruby
12 10 (4.12%) Scala
13 4 (1.65%) Assembly Language
14 3 (1.23%) Shell Script
15 2 (0.82%) Julia
15 2 (0.82%) PHP
15 2 (0.82%) PL/SQL
16 1 (0.41%) T-SQL
16 1 (0.41%) VBScript
Qualifications
1 73 (30.04%) Degree
2 60 (24.69%) PhD
3 5 (2.06%) SC Cleared
3 5 (2.06%) Security Cleared
4 3 (1.23%) CISA
4 3 (1.23%) CISM
4 3 (1.23%) CISSP
5 2 (0.82%) MBA
Quality Assurance & Compliance
1 10 (4.12%) ISO/IEC 27001
2 5 (2.06%) ISO27002
2 5 (2.06%) QA
3 4 (1.65%) Data Quality
4 2 (0.82%) ISO 9001
5 1 (0.41%) Actionable Recommendations
5 1 (0.41%) ISO20022
5 1 (0.41%) SLA
System Software
1 41 (16.87%) Virtual Machines
1 41 (16.87%) VirtualBox
2 18 (7.41%) Docker
3 1 (0.41%) Active Directory
3 1 (0.41%) HDFS
Systems Management
1 2 (0.82%) EMC NetWorker
1 2 (0.82%) Hadoop YARN
2 1 (0.41%) Ansible
2 1 (0.41%) Kibana
2 1 (0.41%) logstash
2 1 (0.41%) Mesos
2 1 (0.41%) MOM
2 1 (0.41%) Puppet
Vendors
1 22 (9.05%) Google
2 21 (8.64%) Tableau
3 19 (7.82%) Hortonworks
3 19 (7.82%) Microsoft
4 18 (7.41%) IBM
5 17 (7.00%) Cloudera
6 14 (5.76%) MicroStrategy
7 10 (4.12%) CA
8 7 (2.88%) Oracle
9 6 (2.47%) Cognos
10 3 (1.23%) Informatica
11 2 (0.82%) Netezza
11 2 (0.82%) Twitter
12 1 (0.41%) Charles River
12 1 (0.41%) Facebook
12 1 (0.41%) HP
12 1 (0.41%) Salesforce.com
12 1 (0.41%) Talend
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: Yesterday
London
Colston Consulting
Salary: £60000 - £75000 per annum, Benefits Excellent benefit and bonus
Posted: Yesterday
City, London
The Collinson Group
Salary: From £55,000 to £70,000 per annum
Posted: 2 days ago
London
Michael Page Technology
Salary: £25000 - £26000 per annum
Posted: 2 days ago
London
Kite Blue
Posted: 4 days ago
London
Capgemini
Salary: Competitive
Posted: 3 days ago
London
TEKsystems
Salary: £25000 - £40000 per annum + brilliant bonuses and benefits
Posted: 6 days ago
London
ABILITY Resorucing Ltd
Salary: £50000 - £65000 per annum + Options (Early Stage)
Posted: 10 days ago
London
Explore Recruitment Solutions
Salary: £35000 per annum
Posted: 5 days ago
London
HFG
Salary: £28000 - £32000 per annum
Posted: 23 days ago
London
Client Server
Salary: £80,000 to £110,000 + bonus + benefits
Posted: 9 days ago
London
Capgemini
Salary: Competitive
Posted: 18 days ago
London
Client Server
Salary: £80k to £110k + bonus + benefits
Posted: 25 days ago