The table below looks at the prevalence of the term Statistics 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 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Statistics
England / London
Rank 258 271 311
Rank change year-on-year
+13 +40
Permanent jobs citing Statistics 409 474 387
As % of all permanent IT jobs located in London 1.22% 1.18% 0.94%
As % of the Miscellaneous category 2.63% 2.48% 2.05%
Number of salaries quoted 320 375 337
Median salary £56,500 £55,000 £50,000
Median salary % change year-on-year
+2.72% +10.00%
90% offered a salary of more than £32,500 £34,500 £31,755
10% offered a salary of more than £87,500 £85,000 £75,000
UK excluding London median salary £40,000 £40,000 £40,000

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the London region.

Miscellaneous Category
London
Permanent IT job ads with a match in the
Miscellaneous category
15559 19132 18880
As % of all permanent IT jobs located in London 46.37% 47.68% 45.71%
Number of salaries quoted 12997 15930 15637
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 £35,000 £35,000 £33,456
10% offered a salary of more than £90,000 £82,500 £85,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 Miscellaneous 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 23 January 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 23 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 +6 48 £60,000 +4.34% 14
Kingston Upon Thames +8 3 £37,500 -52.38% 1
Uxbridge - 2 - -
Statistics
England

Statistics
Top 30 Related IT Skills in London

For the 6 months to 23 January 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.

1 343 (40.26%) Degree
1 343 (40.26%) Mathematics
2 334 (39.20%) SQL
3 302 (35.45%) Python
4 277 (32.51%) Computer Science
5 260 (30.52%) Analytics
6 250 (29.34%) R
7 248 (29.11%) Finance
8 242 (28.40%) Machine Learning
9 208 (24.41%) Big Data
10 195 (22.89%) PhD
11 192 (22.54%) Analytical Skills
12 158 (18.54%) Marketing
13 147 (17.25%) Apache Spark
14 146 (17.14%) Algorithms
15 133 (15.61%) Hadoop
16 131 (15.38%) Java
17 122 (14.32%) Data Mining
18 117 (13.73%) Agile Software Development
19 102 (11.97%) SAS
20 91 (10.68%) NoSQL
21 90 (10.56%) Microsoft
22 84 (9.86%) Economics
22 84 (9.86%) Scala
23 83 (9.74%) Physics
23 83 (9.74%) Data Analysis
24 81 (9.51%) Business Intelligence
25 78 (9.15%) Data Analytics
26 76 (8.92%) C#
26 76 (8.92%) MS Excel

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
1 147 (17.25%) Apache Spark
2 102 (11.97%) SAS
3 41 (4.81%) Apache
4 26 (3.05%) Elasticsearch
4 26 (3.05%) Skype for Business
5 10 (1.17%) Apache Pig
6 8 (0.94%) CMS
7 7 (0.82%) SharePoint
8 6 (0.70%) Confluence
9 4 (0.47%) Apache Solr
9 4 (0.47%) Jupyter
9 4 (0.47%) MS Exchange
10 3 (0.35%) Drupal
10 3 (0.35%) IIS
11 2 (0.23%) WordPress
12 1 (0.12%) Captiva
12 1 (0.12%) Documentum
12 1 (0.12%) OpenStack
Applications
1 76 (8.92%) MS Excel
2 65 (7.63%) SPSS
3 64 (7.51%) MS Office
4 22 (2.58%) MS PowerPoint
5 10 (1.17%) GNU Octave
6 7 (0.82%) Photoshop
7 6 (0.70%) Spreadsheet
8 5 (0.59%) EViews
8 5 (0.59%) MS Project
8 5 (0.59%) MS Visio
9 4 (0.47%) Adobe Creative Suite
9 4 (0.47%) Final Cut Pro
9 4 (0.47%) Stata
10 3 (0.35%) Chatbot
11 2 (0.23%) CPLEX
11 2 (0.23%) OmniGraffle
11 2 (0.23%) Weka
12 1 (0.12%) Gephi
12 1 (0.12%) Maple
12 1 (0.12%) Simulink
Business Applications
1 5 (0.59%) FastStats
2 4 (0.47%) Oracle AML
3 3 (0.35%) Remedy ITSM
4 2 (0.23%) WebTrends
5 1 (0.12%) Dynamics CRM
5 1 (0.12%) Oracle EBS
5 1 (0.12%) Oracle Financials
5 1 (0.12%) Revive Adserver
Cloud Services
1 59 (6.92%) Amazon AWS
2 22 (2.58%) Cloud Computing
2 22 (2.58%) GitHub
2 22 (2.58%) Mimecast
3 17 (2.00%) Google Analytics
4 16 (1.88%) SaaS
5 7 (0.82%) AdWords
5 7 (0.82%) MailChimp
6 6 (0.70%) Office 365
7 5 (0.59%) Microsoft Azure
8 4 (0.47%) Adobe Analytics
9 3 (0.35%) Google Tag Manager
10 2 (0.23%) Google Play
10 2 (0.23%) Heroku
11 1 (0.12%) Amazon EC2
11 1 (0.12%) Amazon EMR
11 1 (0.12%) Amazon S3
11 1 (0.12%) iTunes
Communications & Networking
1 29 (3.40%) Internet
2 26 (3.05%) HTTP
3 13 (1.53%) DNS
4 11 (1.29%) Firewall
5 10 (1.17%) TCP/IP
6 9 (1.06%) LAN
6 9 (1.06%) WAN
7 7 (0.82%) DHCP
7 7 (0.82%) Intranet
8 6 (0.70%) BGP
8 6 (0.70%) VPN
9 5 (0.59%) Network Security
9 5 (0.59%) SAN
9 5 (0.59%) Wireless
10 4 (0.47%) HSRP
10 4 (0.47%) Intrusion Detection
10 4 (0.47%) MPLS
10 4 (0.47%) Skype
10 4 (0.47%) SNMP
11 3 (0.35%) WLAN
Database & Business Intelligence
1 208 (24.41%) Big Data
2 133 (15.61%) Hadoop
3 122 (14.32%) Data Mining
4 91 (10.68%) NoSQL
5 73 (8.57%) SQL Server
6 49 (5.75%) MongoDB
7 45 (5.28%) Data Warehouse
8 43 (5.05%) Relational Database
9 39 (4.58%) PostgreSQL
10 38 (4.46%) MySQL
11 35 (4.11%) SQL Server Reporting Services
12 34 (3.99%) BusinessObjects
13 29 (3.40%) SQL Server Integration Services
14 27 (3.17%) Apache Cassandra
15 23 (2.70%) Apache Hive
16 22 (2.58%) HBase
17 21 (2.46%) GIS
18 20 (2.35%) Neo4j
19 17 (2.00%) QlikView
19 17 (2.00%) RDBMS
Development Applications
1 14 (1.64%) Jenkins
2 13 (1.53%) Git (software)
3 9 (1.06%) Visual Studio
4 6 (0.70%) Subversion
5 5 (0.59%) Talend Open Studio
6 4 (0.47%) JIRA
6 4 (0.47%) SQL Server Management Studio (SSMS)
7 3 (0.35%) Apache Continuum
7 3 (0.35%) Maven
8 2 (0.23%) Balsamiq Mockups
8 2 (0.23%) CircleCI
8 2 (0.23%) Firebug
8 2 (0.23%) Gatling
8 2 (0.23%) Selenium
8 2 (0.23%) Xcode
9 1 (0.12%) Bitbucket
9 1 (0.12%) CMake
9 1 (0.12%) Fiddler
9 1 (0.12%) SCons
9 1 (0.12%) SpecFlow
General
1 248 (29.11%) Finance
2 158 (18.54%) Marketing
3 45 (5.28%) Banking
4 34 (3.99%) Retail
5 25 (2.93%) Law
6 21 (2.46%) Games
7 20 (2.35%) Publishing
8 19 (2.23%) Front Office
9 16 (1.88%) Telecoms
10 15 (1.76%) Legal
11 14 (1.64%) Advertising
12 8 (0.94%) Investment Banking
13 7 (0.82%) Brand Awareness
14 6 (0.70%) Financial Institution
15 5 (0.59%) French Language
15 5 (0.59%) Military
16 4 (0.47%) Italian Language
16 4 (0.47%) Retail Banking
16 4 (0.47%) Spanish Language
17 3 (0.35%) Manufacturing
Job Titles
1 217 (25.47%) Data Scientist
2 165 (19.37%) Developer
3 146 (17.14%) Analyst
4 53 (6.22%) C# Developer
5 51 (5.99%) Senior Data Scientist
6 46 (5.40%) Data Analyst
7 39 (4.58%) Consultant
8 32 (3.76%) Machine Learning Scientist
9 28 (3.29%) C++ Developer
10 27 (3.17%) Business Analyst
11 26 (3.05%) Quantitative Developer
12 24 (2.82%) Scala Developer
13 21 (2.46%) .NET Developer
13 21 (2.46%) Analytics Consultant
13 21 (2.46%) Data Consultant
13 21 (2.46%) Insight Analyst
13 21 (2.46%) SQL Developer
14 20 (2.35%) Data Engineer
14 20 (2.35%) Technical Business Analyst
14 20 (2.35%) Trainer
Libraries, Frameworks & Software Standards
1 49 (5.75%) HTML
2 41 (4.81%) .NET
3 30 (3.52%) Ajax
4 28 (3.29%) AngularJS
4 28 (3.29%) REST
5 25 (2.93%) NumPy
6 23 (2.70%) XML
7 21 (2.46%) Pandas
7 21 (2.46%) scikit-learn
8 19 (2.23%) Flask
8 19 (2.23%) WPF
9 18 (2.11%) .NET Framework
9 18 (2.11%) Akka
10 17 (2.00%) Play Framework
11 16 (1.88%) STL
12 14 (1.64%) Natural Language Processing
12 14 (1.64%) WCF
13 12 (1.41%) D3.js
13 12 (1.41%) Django
14 11 (1.29%) CSS
Miscellaneous
1 343 (40.26%) Mathematics
2 277 (32.51%) Computer Science
3 192 (22.54%) Analytical Skills
4 146 (17.14%) Algorithms
5 84 (9.86%) Economics
6 83 (9.74%) Physics
7 69 (8.10%) Visualisation
8 55 (6.46%) Data Structures
9 40 (4.69%) Applied Mathematics
10 36 (4.23%) Data Centre
11 34 (3.99%) Management Information System
12 28 (3.29%) Credit Risk
13 26 (3.05%) Hedge funds
14 25 (2.93%) Artificial Intelligence
15 24 (2.82%) User Experience
16 23 (2.70%) Social Media
17 22 (2.58%) Fintech
18 20 (2.35%) e-Learning
19 18 (2.11%) Foreign Exchange (FX)
20 14 (1.64%) Replication
Operating Systems
1 73 (8.57%) Windows
2 62 (7.28%) Linux
3 38 (4.46%) Unix
4 29 (3.40%) Windows 7
5 28 (3.29%) Apple iOS
6 22 (2.58%) Android
7 21 (2.46%) Windows Server 2008
8 20 (2.35%) Windows Phone
9 17 (2.00%) Windows Server 2003
10 12 (1.41%) Red Hat Enterprise Linux
10 12 (1.41%) Windows Server
11 9 (1.06%) Windows Server 2012
12 8 (0.94%) CentOS
13 6 (0.70%) Ubuntu
14 4 (0.47%) Debian
14 4 (0.47%) Mac OS
14 4 (0.47%) Windows XP
15 1 (0.12%) Solaris
15 1 (0.12%) Windows 10
Processes & Methodologies
1 260 (30.52%) Analytics
2 242 (28.40%) Machine Learning
3 117 (13.73%) Agile Software Development
4 83 (9.74%) Data Analysis
5 81 (9.51%) Business Intelligence
6 78 (9.15%) Data Analytics
7 75 (8.80%) Software Engineering
8 69 (8.10%) ETL
9 63 (7.39%) Data Modelling
9 63 (7.39%) Statistical Modelling
10 50 (5.87%) Statistical Analysis
11 49 (5.75%) E-Commerce
11 49 (5.75%) OO
12 47 (5.52%) Open Source
13 46 (5.40%) ITIL
13 46 (5.40%) Predictive Modelling
14 43 (5.05%) Data Visualisation
15 40 (4.69%) Mentoring
16 39 (4.58%) Operations Research
17 38 (4.46%) Stakeholder Management
Programming Languages
1 334 (39.20%) SQL
2 302 (35.45%) Python
3 250 (29.34%) R
4 131 (15.38%) Java
5 84 (9.86%) Scala
6 76 (8.92%) C#
7 65 (7.63%) C++
8 56 (6.57%) JavaScript
9 53 (6.22%) MATLAB
10 47 (5.52%) PHP
11 24 (2.82%) VBA
12 22 (2.58%) Perl
13 21 (2.46%) T-SQL
14 18 (2.11%) C
15 13 (1.53%) PowerShell
16 12 (1.41%) Clojure
16 12 (1.41%) TypeScript
17 11 (1.29%) Haskell
18 8 (0.94%) Bash Shell
19 7 (0.82%) F#
Qualifications
1 343 (40.26%) Degree
2 195 (22.89%) PhD
3 15 (1.76%) CISSP
4 14 (1.64%) ITIL Certification
5 12 (1.41%) Microsoft Certification
6 11 (1.29%) CEH
7 10 (1.17%) MCTS
8 9 (1.06%) PRINCE2 Certification
9 8 (0.94%) CISM
9 8 (0.94%) OCP
9 8 (0.94%) Oracle Certification
9 8 (0.94%) Security Cleared
10 4 (0.47%) CISA
10 4 (0.47%) Cisco Certification
10 4 (0.47%) CREST Certified
10 4 (0.47%) CSSLP
10 4 (0.47%) DV Cleared
10 4 (0.47%) PMP
10 4 (0.47%) PRINCE2 Practitioner
10 4 (0.47%) SC Cleared
Quality Assurance & Compliance
1 49 (5.75%) QA
2 34 (3.99%) SLA
3 13 (1.53%) Data Quality
4 7 (0.82%) COBIT
5 5 (0.59%) Actionable Recommendations
6 2 (0.23%) IAS 39
6 2 (0.23%) Sarbanes-Oxley
System Software
1 24 (2.82%) VMware Infrastructure
2 21 (2.46%) Active Directory
3 8 (0.94%) Docker
4 6 (0.70%) vSphere
5 5 (0.59%) Apache Flume
5 5 (0.59%) Xen
6 4 (0.47%) HDFS
6 4 (0.47%) Hyper-V
6 4 (0.47%) NFS
6 4 (0.47%) QEMU
6 4 (0.47%) XenServer
7 2 (0.23%) RACF
7 2 (0.23%) vCloud
7 2 (0.23%) Virtual Machines
8 1 (0.12%) Firmware
8 1 (0.12%) iptables
8 1 (0.12%) KVM
8 1 (0.12%) Snort
8 1 (0.12%) Virtual Desktop
8 1 (0.12%) XenApp
Systems Management
1 11 (1.29%) CSIRT
2 9 (1.06%) Microsoft Clustering
2 9 (1.06%) Puppet
3 8 (0.94%) Failover Clustering
4 6 (0.70%) Ansible
5 5 (0.59%) Nagios
5 5 (0.59%) ZABBIX
6 4 (0.47%) Kubernetes
6 4 (0.47%) Mesos
6 4 (0.47%) NetBackup
6 4 (0.47%) Netcool
6 4 (0.47%) OpenView Configuration Management
6 4 (0.47%) rkt
6 4 (0.47%) Salt
7 3 (0.35%) Ambari
7 3 (0.35%) BMC Performance Manager
7 3 (0.35%) Oozie
7 3 (0.35%) SCOM
8 2 (0.23%) Opscode Chef
8 2 (0.23%) Tivoli
Vendors
1 90 (10.56%) Microsoft
2 51 (5.99%) Tableau
3 34 (3.99%) Oracle
4 25 (2.93%) VMware
5 22 (2.58%) Google
6 16 (1.88%) iManage
6 16 (1.88%) ION Trading
6 16 (1.88%) Red Hat
7 15 (1.76%) Citrix
8 14 (1.64%) Splunk
9 13 (1.53%) Bloomberg
10 11 (1.29%) Vertica
11 10 (1.17%) Apple
11 10 (1.17%) Reuters
11 10 (1.17%) Salesforce.com
12 9 (1.06%) Adobe
12 9 (1.06%) Cisco
12 9 (1.06%) MicroStrategy
13 8 (0.94%) Twitter
14 6 (0.70%) Alteryx
London
Big Wednesday Digital Ltd
Salary: £55000 - £105000 per annum + Negotiable
Posted: 7 hours ago
South East London
Client Server
Salary: £75k to £90k + benefits
Posted: 6 hours ago
City, London
Big Wednesday Digital Ltd
Salary: £45000 - £90000 per annum + Negotiable
Posted: 5 hours ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 7 hours ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 8 hours ago
City, London
Big Wednesday Digital Ltd
Salary: negotiable
Posted: 1 hour ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 6 hours ago
City, London
Hatstand Limited
Salary: £500 - £550 per annum
Posted: 6 hours ago
City, London
Harrington Starr
Salary: £40000 - £45000 per annum + plus package and bonus
Posted: Yesterday
London
Big Wednesday Digital Ltd
Salary: negotiable
Posted: 57 minutes ago
London
Big Wednesday Digital Ltd
Salary: £75000 - £150000 per annum + Negotiable
Posted: 4 days ago
Central London / West End
Client Server
Salary: £25k to £35k + benefits
Posted: 2 days ago
London
Computer People
Salary: £40000.00 - £45000.00 per annum + Benefits & Bonus
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: Competitive Market Rate
Posted: 3 days ago
London
Salt
Salary: £45000 - £55000 per annum + Benefits + Bonus
Posted: 4 days ago
London
McGregor Boyall
Salary: £60000 - £80000 per annum + Benefits
Posted: 5 days ago
City, London
Oliver James Associates
Salary: £60000 - £80000 per annum + Pension, healthcare + More
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £75,000 - £85,000
Posted: 2 days ago
City, London
Miller Maxwell Ltd
Salary: From £90,000 to £125,000 per annum + Bonus + Benefits
Posted: 4 days ago
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 6 days ago
London
Tindall IT Resourcing
Salary: From £45,000 to £65,000 per annum GBP 45 - 65k +Bonuses
Posted: 2 days ago
London
Venture Up
Salary: From £40,000 to £100,000 per annum Bonus and excellent benefits
Posted: 5 days ago
London
Parallel Consulting
Salary: £35000 - £45000 per annum + Shares, Medical, Life Assurance
Posted: 6 days ago
West London
Anonymous recruiter
Salary: Excellent salary + benefits
Posted: 4 days ago
London
Salt
Salary: £45000 - £55000 per annum + Benefits + Bonus
Posted: 4 days ago
London
Salt
Salary: £80000.00 - £90000.00 per annum + in spec
Posted: 3 days ago
Central London / West End
X4 Group
Salary: £40k - 75k per year
Posted: 3 days ago
London
Perfect People Recruitment Solutions Ltd
Salary: c£70,000 plus bonus
Posted: 22 hours ago
London
Lorien Resourcing
Salary: Car Allowance + Benefits & Bonus
Posted: 4 days ago
London
Lawrence Harvey Enterprise
Salary: £45000.00 - £125000 per annum + excellent bonus + bens
Posted: 6 days ago