The table below looks at the statistics for Statistics skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Statistics over the 3 months to 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Statistics
England / London
Rank 271 250 315
Rank change year-on-year
-21 +65
Permanent jobs citing Statistics 375 532 398
As % of all permanent IT jobs located in London 1.12% 1.31% 0.97%
As % of the Processes & Methodologies category 1.25% 1.47% 1.11%
Number of salaries quoted 296 433 336
Median salary £55,250 £55,000 £50,000
Median salary % change year-on-year
+0.45% +10.00%
90% offered a salary of more than £32,500 £35,000 £28,753
10% offered a salary of more than £85,000 £85,000 £73,750
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year
-5.88% +6.25%

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
30031 36261 35884
As % of all permanent IT jobs located in London 89.88% 89.20% 87.01%
Number of salaries quoted 25178 30972 30101
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%

Statistics
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Statistics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Statistics Jobs Demand Trend in London

Statistics
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistics across the London region.

Statistics Salary Trend in London

Statistics
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Statistics across the London region over the 3 months to 21 February 2017.

Statistics Salary Histogram in London

Statistics
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the London region over the 3 months to 21 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 -10 46 £62,500 +8.69% 18
Statistics
England

Statistics
Top 30 Related IT Skills in London

For the 6 months to 21 February 2017, IT jobs citing Statistics 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 Statistics.

1 387 (46.91%) Mathematics
2 330 (40.00%) SQL
3 321 (38.91%) Degree
4 313 (37.94%) Python
5 282 (34.18%) Computer Science
6 264 (32.00%) R
7 254 (30.79%) Finance
8 251 (30.42%) Analytics
9 249 (30.18%) Machine Learning
10 226 (27.39%) Big Data
11 207 (25.09%) PhD
12 195 (23.64%) Analytical Skills
13 152 (18.42%) Apache Spark
14 149 (18.06%) Algorithms
15 139 (16.85%) Hadoop
15 139 (16.85%) Marketing
16 126 (15.27%) Java
17 117 (14.18%) Agile Software Development
18 113 (13.70%) Data Mining
19 102 (12.36%) SAS
20 99 (12.00%) Microsoft
21 94 (11.39%) NoSQL
22 89 (10.79%) Data Analysis
22 89 (10.79%) Physics
23 87 (10.55%) Visualisation
24 84 (10.18%) C#
25 83 (10.06%) Scala
26 82 (9.94%) Economics
27 78 (9.45%) SQL Server
27 78 (9.45%) Windows

Statistics
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
1 152 (18.42%) Apache Spark
2 102 (12.36%) SAS
3 41 (4.97%) Apache
4 26 (3.15%) Elasticsearch
5 25 (3.03%) Skype for Business
6 9 (1.09%) Apache Pig
6 9 (1.09%) CMS
7 7 (0.85%) SharePoint
8 6 (0.73%) Confluence
9 4 (0.48%) Apache Solr
9 4 (0.48%) IIS
9 4 (0.48%) Jupyter
10 3 (0.36%) Drupal
10 3 (0.36%) MS Exchange
10 3 (0.36%) Tornado
11 2 (0.24%) WordPress
12 1 (0.12%) Captiva
12 1 (0.12%) Documentum
12 1 (0.12%) OpenStack
Applications
1 76 (9.21%) MS Excel
2 64 (7.76%) SPSS
3 57 (6.91%) MS Office
4 23 (2.79%) MS PowerPoint
5 7 (0.85%) EViews
5 7 (0.85%) Photoshop
5 7 (0.85%) Spreadsheet
6 5 (0.61%) Stata
7 4 (0.48%) Adobe Creative Suite
7 4 (0.48%) Final Cut Pro
7 4 (0.48%) GNU Octave
7 4 (0.48%) MS Project
8 3 (0.36%) MS Visio
9 2 (0.24%) Gephi
9 2 (0.24%) Weka
10 1 (0.12%) Maple
10 1 (0.12%) OmniGraffle
10 1 (0.12%) Simulink
Business Applications
1 5 (0.61%) NetSuite
2 3 (0.36%) Remedy ITSM
3 2 (0.24%) FastStats
3 2 (0.24%) WebTrends
4 1 (0.12%) Dynamics CRM
4 1 (0.12%) Oracle AML
4 1 (0.12%) Oracle Financials
Cloud Services
1 60 (7.27%) Amazon AWS
2 27 (3.27%) Mimecast
3 20 (2.42%) Cloud Computing
4 18 (2.18%) Google Analytics
5 16 (1.94%) GitHub
5 16 (1.94%) SaaS
6 8 (0.97%) Google Cloud Platform
7 7 (0.85%) AdWords
7 7 (0.85%) MailChimp
8 6 (0.73%) Microsoft Azure
9 5 (0.61%) Office 365
10 3 (0.36%) Amazon S3
11 2 (0.24%) Adobe Analytics
11 2 (0.24%) Amazon EMR
11 2 (0.24%) Google Tag Manager
11 2 (0.24%) Heroku
12 1 (0.12%) Amazon EC2
12 1 (0.12%) Google App Engine
12 1 (0.12%) Google Play
Communications & Networking
1 22 (2.67%) HTTP
2 21 (2.55%) Internet
3 11 (1.33%) DNS
4 8 (0.97%) Firewall
5 7 (0.85%) TCP/IP
6 6 (0.73%) DHCP
7 5 (0.61%) BGP
7 5 (0.61%) LAN
7 5 (0.61%) WAN
8 4 (0.48%) SAN
8 4 (0.48%) Skype
8 4 (0.48%) VPN
9 3 (0.36%) HSRP
9 3 (0.36%) Intranet
9 3 (0.36%) Intrusion Detection
9 3 (0.36%) Network Security
9 3 (0.36%) SNMP
9 3 (0.36%) SSH
10 2 (0.24%) NGN
10 2 (0.24%) Wireshark
Database & Business Intelligence
1 226 (27.39%) Big Data
2 139 (16.85%) Hadoop
3 113 (13.70%) Data Mining
4 94 (11.39%) NoSQL
5 78 (9.45%) SQL Server
6 57 (6.91%) MongoDB
7 45 (5.45%) Data Warehouse
8 44 (5.33%) Relational Database
9 36 (4.36%) BusinessObjects
10 34 (4.12%) MySQL
10 34 (4.12%) PostgreSQL
11 30 (3.64%) Apache Hive
11 30 (3.64%) SQL Server Reporting Services
12 27 (3.27%) QlikView
12 27 (3.27%) SQL Server Integration Services
13 21 (2.55%) Neo4j
14 20 (2.42%) Apache Cassandra
14 20 (2.42%) GIS
15 18 (2.18%) RDBMS
16 17 (2.06%) HBase
Development Applications
1 14 (1.70%) Jenkins
2 13 (1.58%) Git (software)
3 9 (1.09%) Visual Studio
4 7 (0.85%) Talend Open Studio
5 4 (0.48%) JIRA
5 4 (0.48%) SQL Server Management Studio (SSMS)
5 4 (0.48%) Subversion
6 3 (0.36%) Apache Continuum
6 3 (0.36%) Maven
7 2 (0.24%) CircleCI
7 2 (0.24%) Firebug
7 2 (0.24%) Gatling
7 2 (0.24%) LabVIEW
7 2 (0.24%) Selenium
8 1 (0.12%) Balsamiq Mockups
8 1 (0.12%) CMake
8 1 (0.12%) Fiddler
8 1 (0.12%) JMeter
8 1 (0.12%) LoadRunner
8 1 (0.12%) SCons
General
1 254 (30.79%) Finance
2 139 (16.85%) Marketing
3 47 (5.70%) Banking
4 33 (4.00%) Retail
5 29 (3.52%) Law
6 24 (2.91%) Telecoms
7 20 (2.42%) Publishing
8 19 (2.30%) Games
9 15 (1.82%) Advertising
9 15 (1.82%) Front Office
10 9 (1.09%) Financial Institution
10 9 (1.09%) Legal
11 7 (0.85%) Brand Awareness
11 7 (0.85%) Investment Banking
12 4 (0.48%) Billing
12 4 (0.48%) Retail Banking
13 3 (0.36%) Automotive
13 3 (0.36%) Electronics
13 3 (0.36%) Manufacturing
14 2 (0.24%) Military
Job Titles
1 218 (26.42%) Data Scientist
2 160 (19.39%) Developer
3 138 (16.73%) Analyst
4 59 (7.15%) C# Developer
5 57 (6.91%) Senior Data Scientist
6 48 (5.82%) Data Analyst
7 34 (4.12%) Consultant
8 28 (3.39%) Business Analyst
8 28 (3.39%) Machine Learning Scientist
9 24 (2.91%) Trainer
10 23 (2.79%) Analytics Consultant
10 23 (2.79%) C++ Developer
10 23 (2.79%) Data Consultant
10 23 (2.79%) Junior
11 22 (2.67%) Service Manager
12 21 (2.55%) Data Engineer
12 21 (2.55%) Scala Developer
13 20 (2.42%) .NET Developer
13 20 (2.42%) Technical Business Analyst
14 19 (2.30%) Technical Analyst
Libraries, Frameworks & Software Standards
1 50 (6.06%) HTML
2 41 (4.97%) .NET
3 30 (3.64%) Ajax
4 27 (3.27%) WPF
5 25 (3.03%) AngularJS
5 25 (3.03%) REST
6 24 (2.91%) NumPy
7 22 (2.67%) WCF
8 21 (2.55%) Pandas
9 20 (2.42%) Natural Language Processing
9 20 (2.42%) XML
10 19 (2.30%) scikit-learn
11 18 (2.18%) .NET Framework
11 18 (2.18%) Flask
12 16 (1.94%) STL
13 15 (1.82%) Akka
13 15 (1.82%) D3.js
13 15 (1.82%) Django
14 14 (1.70%) Play Framework
15 13 (1.58%) CSS
Miscellaneous
1 282 (34.18%) Computer Science
2 195 (23.64%) Analytical Skills
3 149 (18.06%) Algorithms
4 47 (5.70%) Data Structures
5 36 (4.36%) Data Centre
6 33 (4.00%) Fintech
7 28 (3.39%) Credit Risk
7 28 (3.39%) Management Information System
8 24 (2.91%) e-Learning
9 20 (2.42%) User Experience
10 18 (2.18%) Hedge funds
11 15 (1.82%) Social Media
12 11 (1.33%) Cyberthreat
12 11 (1.33%) Foreign Exchange (FX)
13 9 (1.09%) Blog
13 9 (1.09%) Fixed Income
13 9 (1.09%) Mobile App
14 8 (0.97%) Derivative
14 8 (0.97%) Replication
15 7 (0.85%) Taxonomies
Operating Systems
1 78 (9.45%) Windows
2 60 (7.27%) Linux
3 30 (3.64%) Unix
4 29 (3.52%) Apple iOS
5 27 (3.27%) Windows 7
6 26 (3.15%) Android
7 24 (2.91%) Windows Phone
8 21 (2.55%) Windows Server 2008
9 18 (2.18%) Windows Server 2003
10 15 (1.82%) Red Hat Enterprise Linux
11 11 (1.33%) Windows Server
12 8 (0.97%) Windows Server 2012
13 7 (0.85%) CentOS
14 5 (0.61%) Ubuntu
15 4 (0.48%) Mac OS
16 3 (0.36%) Debian
16 3 (0.36%) Windows XP
17 2 (0.24%) Windows 10
18 1 (0.12%) Embedded Linux
18 1 (0.12%) Solaris
Processes & Methodologies
1 387 (46.91%) Mathematics
2 251 (30.42%) Analytics
3 249 (30.18%) Machine Learning
4 117 (14.18%) Agile Software Development
5 89 (10.79%) Data Analysis
5 89 (10.79%) Physics
6 87 (10.55%) Visualisation
7 82 (9.94%) Economics
8 78 (9.45%) Business Intelligence
9 69 (8.36%) Data Analytics
10 68 (8.24%) ETL
11 66 (8.00%) Software Engineering
12 61 (7.39%) Data Modelling
13 60 (7.27%) Data Visualisation
13 60 (7.27%) Statistical Modelling
14 51 (6.18%) ITIL
15 49 (5.94%) E-Commerce
15 49 (5.94%) Predictive Modelling
16 46 (5.58%) Open Source
17 45 (5.45%) Statistical Analysis
Programming Languages
1 330 (40.00%) SQL
2 313 (37.94%) Python
3 264 (32.00%) R
4 126 (15.27%) Java
5 84 (10.18%) C#
6 83 (10.06%) Scala
7 65 (7.88%) C++
8 63 (7.64%) MATLAB
9 61 (7.39%) JavaScript
10 42 (5.09%) PHP
11 21 (2.55%) C
11 21 (2.55%) Perl
11 21 (2.55%) VBA
12 16 (1.94%) T-SQL
13 12 (1.45%) TypeScript
14 9 (1.09%) PL/SQL
14 9 (1.09%) PowerShell
15 7 (0.85%) Bash Shell
16 6 (0.73%) F#
16 6 (0.73%) Haskell
Qualifications
1 321 (38.91%) Degree
2 207 (25.09%) PhD
3 17 (2.06%) ITIL Certification
4 14 (1.70%) CISSP
5 12 (1.45%) PRINCE2 Certification
6 11 (1.33%) Microsoft Certification
7 9 (1.09%) CEH
7 9 (1.09%) CISM
7 9 (1.09%) MCTS
8 7 (0.85%) Security Cleared
9 6 (0.73%) Postgraduate
10 4 (0.48%) CISA
10 4 (0.48%) CREST Certified
10 4 (0.48%) CSSLP
10 4 (0.48%) PMP
10 4 (0.48%) SC Cleared
11 3 (0.36%) DV Cleared
11 3 (0.36%) IISP
11 3 (0.36%) MBA
11 3 (0.36%) OCP
Quality Assurance & Compliance
1 37 (4.48%) QA
2 31 (3.76%) SLA
3 15 (1.82%) Data Quality
4 7 (0.85%) IFRS
4 7 (0.85%) IFRS 9
5 5 (0.61%) COBIT
6 2 (0.24%) IAS 39
6 2 (0.24%) Sarbanes-Oxley
System Software
1 23 (2.79%) VMware Infrastructure
2 20 (2.42%) Active Directory
3 13 (1.58%) Docker
4 6 (0.73%) HDFS
5 5 (0.61%) Apache Flume
5 5 (0.61%) vSphere
6 4 (0.48%) Xen
7 3 (0.36%) Hyper-V
7 3 (0.36%) NFS
7 3 (0.36%) QEMU
7 3 (0.36%) XenServer
8 2 (0.24%) RACF
8 2 (0.24%) vCloud
8 2 (0.24%) Virtual Machines
9 1 (0.12%) Firmware
9 1 (0.12%) iptables
9 1 (0.12%) KVM
9 1 (0.12%) XenApp
Systems Management
1 12 (1.45%) Microsoft Clustering
2 9 (1.09%) CSIRT
2 9 (1.09%) Kubernetes
3 8 (0.97%) Puppet
4 5 (0.61%) Ansible
5 4 (0.48%) Nagios
5 4 (0.48%) ZABBIX
6 3 (0.36%) Ambari
6 3 (0.36%) BMC Performance Manager
6 3 (0.36%) Failover Clustering
6 3 (0.36%) Mesos
6 3 (0.36%) NetBackup
6 3 (0.36%) Netcool
6 3 (0.36%) Oozie
6 3 (0.36%) OpenView Configuration Management
6 3 (0.36%) rkt
6 3 (0.36%) Salt
6 3 (0.36%) SCOM
7 2 (0.24%) Opscode Chef
7 2 (0.24%) Tivoli
Vendors
1 99 (12.00%) Microsoft
2 62 (7.52%) Tableau
3 34 (4.12%) Google
4 31 (3.76%) Oracle
5 24 (2.91%) VMware
6 18 (2.18%) Red Hat
7 17 (2.06%) iManage
8 15 (1.82%) Citrix
9 11 (1.33%) Bloomberg
10 10 (1.21%) Adobe
11 8 (0.97%) Apple
12 7 (0.85%) Alteryx
12 7 (0.85%) Cisco
12 7 (0.85%) Informatica
12 7 (0.85%) MicroStrategy
12 7 (0.85%) Reuters
12 7 (0.85%) Salesforce.com
12 7 (0.85%) Talend
12 7 (0.85%) Twitter
12 7 (0.85%) Vertica
South East London
Lawrence Harvey Enterprise
Salary: £28000.00 - £35000.00 per annum
Posted: 18 hours ago
London
Churchill Frank
Salary: £45000 - £60000 per annum
Posted: 2 days ago
City, London
Quant Capital
Salary: Up to £40,000 per annum + benefits and bonus
Posted: 11 hours ago
London
Engage PSG
Salary: £50000 - £75000 per annum + package, equity, bonus
Posted: 16 hours ago
London
Harrington Starr
Salary: £75000 - £95000 per annum + Benefits + Bonus
Posted: 3 days ago
London
Oliver James Associates
Salary: £45000 - £60000 per annum
Posted: 4 days ago
London
Venture Up
Salary: From £40,000 to £100,000 per annum Bonus and excellent benefits
Posted: 3 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 3 days ago
City, London
Digital Gurus
Salary: £10000 - £70000 Per Annum + benefits
Posted: 3 days ago
London
Harrington Starr
Salary: £65000 - £90000 per annum + Benefits + Bonus
Posted: 3 days ago
London
McGregor Boyall
Salary: £70000 - £100000 per annum + Benefits
Posted: 5 days ago
West London
Vacancy Filler
Salary: From £29,402.52 to £33,527.40 per annum + Excellent Benefits
Posted: 5 days ago
City, London
Parallel Consulting
Salary: £65000 - £75000 per annum
Posted: 5 days ago
London
Parallel Consulting
Salary: £55000 - £75000 per annum
Posted: 5 days ago
City, London
Software Personnel International Ltd
Salary: From £30,000 to £35,000 per annum
Posted: 5 days ago
City, London
Miller Maxwell Ltd
Salary: From £90,000 to £125,000 per annum + Bonus + Benefits
Posted: 4 days ago
City, London
TEKsystems
Salary: £60000 - £110000 per annum
Posted: 4 days ago
City, London
Spectrum IT Recruitment (South) Ltd
Salary: £60000 - £75000 per annum + 15% bonus, pension, healthcare
Posted: 20 hours ago
London
comparethemarket.com
Salary: Up to £90,000 per annum
Posted: 7 days ago
London
Mortimer Spinks
Salary: £40000 - £50000 per annum
Posted: 3 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 3 days ago
East London
Mane Contract Services Limited
Salary: £35000 - £45000 per annum + Beneifts
Posted: 6 days ago
London
Ascential Plc
Salary: Competitive
Posted: 7 days ago
London
Revolution Technology
Salary: Up to £70,000 per annum + Equity + Pension Plan + Health Insurance
Posted: 5 days ago
Central London / West End
Harris Global
Salary: Up to £45,000 per annum + excellent benefits package!
Posted: 5 days ago
City, London
Miller Maxwell Ltd
Salary: From £100,000 to £150,000 per annum + Bonus + Benefits Package
Posted: 4 days ago
London
myBench Ltd
Salary: From £60,000 to £80,000 per annum
Posted: 12 days ago
London
Salt
Salary: £55000 - £70000 per annum + benefits
Posted: 4 days ago
London
Engage PSG
Salary: £65000 - £80000 per annum + equity, benefits, bonus
Posted: 6 days ago
London
Kindred Group
Salary: Competitive
Posted: 10 days ago