The table below looks at the prevalence of the term Statistics in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Statistics 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
Statistics
UK / England
Rank 312 337 356
Rank change year-on-year
+25 +19
Permanent jobs citing Statistics 736 871 817
As % of all permanent IT jobs located in England 0.95% 0.93% 0.83%
As % of the Miscellaneous category 2.32% 2.19% 2.04%
Number of salaries quoted 574 680 657
Median salary £47,500 £50,000 £44,750
Median salary % change year-on-year
-5.00% +11.73%
90% offered a salary of more than £30,000 £30,000 £26,000
10% offered a salary of more than £80,000 £77,500 £65,000
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 England region.

Miscellaneous Category
England
Permanent IT job ads with a match in the
Miscellaneous category
31671 39853 39999
As % of all permanent IT jobs located in England 40.72% 42.74% 40.79%
Number of salaries quoted 25986 32445 32638
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,000 £30,000 £27,500
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Statistics
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Statistics as a proportion of all IT jobs with a match in the Miscellaneous category.

Statistics Jobs Demand Trend in England

Statistics
Salary Trend in England

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

Statistics Salary Trend in England

Statistics
Salary Histogram in England

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

Statistics Salary Histogram in England

Statistics
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the England 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
London +12 402 £57,500 +4.54% 63
South East +29 116 £45,000 - 22
North West +13 79 £38,750 -3.12% 11
South West +18 37 £30,000 -14.28% 4
West Midlands -13 33 £37,500 -3.22% 17
East of England +3 31 £48,750 +5.40% 8
Yorkshire +35 19 £35,000 +0.71% 3
East Midlands -3 18 £35,000 -30.00% 2
North East -8 1 £29,000 -44.76%
Statistics
UK

Statistics
Top 30 Related IT Skills in England

For the 6 months to 21 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 England region with a requirement for Statistics.

1 629 (38.26%) SQL
2 592 (36.01%) Mathematics
3 582 (35.40%) Degree
4 464 (28.22%) Analytics
5 443 (26.95%) Finance
6 427 (25.97%) Python
7 416 (25.30%) Analytical Skills
8 391 (23.78%) R
9 383 (23.30%) Computer Science
10 355 (21.59%) Machine Learning
11 306 (18.61%) Big Data
12 254 (15.45%) Microsoft
13 253 (15.39%) PhD
14 249 (15.15%) Marketing
15 222 (13.50%) SQL Server
16 219 (13.32%) MS Excel
17 215 (13.08%) Algorithms
18 211 (12.83%) SAS
19 204 (12.41%) Agile Software Development
20 203 (12.35%) Data Mining
21 197 (11.98%) Business Intelligence
22 194 (11.80%) ITIL
23 189 (11.50%) Windows
24 184 (11.19%) Apache Spark
25 183 (11.13%) Data Analysis
26 174 (10.58%) Hadoop
27 162 (9.85%) Java
28 148 (9.00%) SLA
29 146 (8.88%) Visualisation
30 144 (8.76%) Linux

Statistics
Top Related IT Skills in England 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
1 211 (12.83%) SAS
2 184 (11.19%) Apache Spark
3 66 (4.01%) Apache
4 31 (1.89%) SharePoint
5 30 (1.82%) Elasticsearch
6 29 (1.76%) Skype for Business
7 23 (1.40%) MS Exchange
8 19 (1.16%) IIS
9 18 (1.09%) Tomcat
10 15 (0.91%) Apache Pig
11 13 (0.79%) Exchange Server 2010
12 10 (0.61%) CMS
13 8 (0.49%) Confluence
13 8 (0.49%) WebLogic
14 6 (0.36%) Oracle SOA Suite
15 4 (0.24%) Apache Solr
15 4 (0.24%) Drupal
15 4 (0.24%) Jupyter
16 3 (0.18%) Captiva
16 3 (0.18%) WordPress
Applications
1 219 (13.32%) MS Excel
2 117 (7.12%) SPSS
3 115 (7.00%) MS PowerPoint
4 105 (6.39%) MS Office
5 29 (1.76%) Stata
6 13 (0.79%) MS Visio
7 10 (0.61%) Spreadsheet
8 9 (0.55%) GNU Octave
9 7 (0.43%) MS Project
9 7 (0.43%) Photoshop
10 5 (0.30%) EViews
11 4 (0.24%) Adobe Creative Suite
11 4 (0.24%) Final Cut Pro
12 3 (0.18%) Chatbot
12 3 (0.18%) S-PLUS
13 2 (0.12%) CPLEX
13 2 (0.12%) OmniGraffle
13 2 (0.12%) Weka
14 1 (0.061%) Maple
14 1 (0.061%) Simulink
Business Applications
1 22 (1.34%) FastStats
2 7 (0.43%) Oracle EBS
3 6 (0.36%) Oracle BPM
4 4 (0.24%) Oracle AML
5 3 (0.18%) Dynamics CRM
5 3 (0.18%) Eloqua
5 3 (0.18%) Oracle ERP
5 3 (0.18%) Remedy ITSM
6 2 (0.12%) Oracle EBS R12
6 2 (0.12%) SAP Oil and Gas
6 2 (0.12%) WebTrends
7 1 (0.061%) Data Workbench
7 1 (0.061%) Oracle 11i
7 1 (0.061%) Oracle Financials
7 1 (0.061%) Revive Adserver
7 1 (0.061%) SAP CO
7 1 (0.061%) SAP ERP
7 1 (0.061%) SAP FI
7 1 (0.061%) SAP FI/CO
Cloud Services
1 85 (5.17%) Amazon AWS
2 42 (2.55%) Office 365
3 41 (2.49%) SaaS
4 36 (2.19%) Microsoft Azure
5 35 (2.13%) Cloud Computing
6 25 (1.52%) Google Analytics
7 22 (1.34%) GitHub
8 20 (1.22%) Mimecast
9 19 (1.16%) PaaS
10 17 (1.03%) IaaS
11 12 (0.73%) Adobe Analytics
12 8 (0.49%) AdWords
13 7 (0.43%) MailChimp
14 5 (0.30%) Amazon EC2
15 4 (0.24%) Azure Machine Learning
16 3 (0.18%) Google Tag Manager
16 3 (0.18%) Responsys
16 3 (0.18%) Taleo
16 3 (0.18%) Trello
17 2 (0.12%) Heroku
Communications & Networking
1 53 (3.22%) Internet
2 42 (2.55%) TCP/IP
3 37 (2.25%) SAN
3 37 (2.25%) SMS
4 33 (2.01%) HTTP
5 31 (1.89%) LAN
5 31 (1.89%) WAN
6 27 (1.64%) DNS
7 25 (1.52%) VPN
7 25 (1.52%) Wireless
8 24 (1.46%) Firewall
9 23 (1.40%) Intranet
10 20 (1.22%) SSH
11 19 (1.16%) BGP
11 19 (1.16%) LDAP
11 19 (1.16%) VLAN
11 19 (1.16%) VoIP
12 18 (1.09%) DHCP
12 18 (1.09%) MPLS
13 17 (1.03%) Kerberos
Database & Business Intelligence
1 306 (18.61%) Big Data
2 222 (13.50%) SQL Server
3 203 (12.35%) Data Mining
4 174 (10.58%) Hadoop
5 130 (7.91%) NoSQL
6 124 (7.54%) SQL Server Reporting Services
7 109 (6.63%) SQL Server Integration Services
8 98 (5.96%) MySQL
9 95 (5.78%) Data Warehouse
10 70 (4.26%) PostgreSQL
11 65 (3.95%) Relational Database
12 60 (3.65%) MongoDB
13 52 (3.16%) BusinessObjects
14 49 (2.98%) SQL Server 2012
15 45 (2.74%) SQL Server Analysis Services
16 38 (2.31%) Apache Cassandra
17 36 (2.19%) SQL Server 2008
18 30 (1.82%) HBase
19 29 (1.76%) Apache Hive
19 29 (1.76%) QlikView
Development Applications
1 26 (1.58%) Team Foundation Server
2 21 (1.28%) Visual Studio
3 18 (1.09%) JIRA
4 17 (1.03%) Jenkins
5 15 (0.91%) Git (software)
6 12 (0.73%) NUnit
7 10 (0.61%) Ranorex
7 10 (0.61%) Rhino Mocks
7 10 (0.61%) SQL Server Management Studio (SSMS)
7 10 (0.61%) Subversion
8 9 (0.55%) Oracle APEX
9 6 (0.36%) Maven
10 5 (0.30%) Balsamiq Mockups
10 5 (0.30%) Talend Open Studio
11 4 (0.24%) Visual Studio Team System
12 3 (0.18%) Apache Continuum
12 3 (0.18%) Axure RP
12 3 (0.18%) Xcode
13 2 (0.12%) Firebug
13 2 (0.12%) Selenium
General
1 443 (26.95%) Finance
2 249 (15.15%) Marketing
3 74 (4.50%) Retail
4 55 (3.35%) Banking
5 39 (2.37%) Games
6 33 (2.01%) Publishing
7 30 (1.82%) Telecoms
8 26 (1.58%) Advertising
9 23 (1.40%) Law
10 21 (1.28%) Front Office
11 16 (0.97%) Multimedia
12 15 (0.91%) Legal
12 15 (0.91%) Pharmaceutical
13 14 (0.85%) Billing
14 9 (0.55%) Automotive
14 9 (0.55%) French Language
14 9 (0.55%) Mandarin Language
15 8 (0.49%) Investment Banking
15 8 (0.49%) Manufacturing
15 8 (0.49%) Military
Job Titles
1 340 (20.68%) Analyst
2 305 (18.55%) Data Scientist
3 236 (14.36%) Developer
4 126 (7.66%) Data Analyst
5 92 (5.60%) DBA
6 81 (4.93%) Service Manager
7 78 (4.74%) Senior Data Scientist
8 76 (4.62%) SQL DBA
9 70 (4.26%) C# Developer
10 63 (3.83%) Administrator
11 48 (2.92%) Consultant
12 45 (2.74%) Delivery Manager
13 43 (2.62%) Services Delivery Manager
14 40 (2.43%) SQL Developer
15 39 (2.37%) Insight Analyst
16 37 (2.25%) .NET Developer
17 35 (2.13%) C# .NET Developer
18 33 (2.01%) Infrastructure Engineer
19 32 (1.95%) Business Analyst
19 32 (1.95%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 85 (5.17%) .NET
2 66 (4.01%) HTML
3 43 (2.62%) XML
4 38 (2.31%) Flash
5 32 (1.95%) AngularJS
5 32 (1.95%) REST
6 30 (1.82%) Ajax
7 29 (1.76%) scikit-learn
8 24 (1.46%) NumPy
9 22 (1.34%) WPF
10 21 (1.28%) .NET Framework
10 21 (1.28%) Natural Language Processing
10 21 (1.28%) Pandas
11 20 (1.22%) Flask
12 18 (1.09%) Akka
13 17 (1.03%) Play Framework
13 17 (1.03%) STL
13 17 (1.03%) Web Services
14 16 (0.97%) D3.js
15 15 (0.91%) CSS
Miscellaneous
1 592 (36.01%) Mathematics
2 416 (25.30%) Analytical Skills
3 383 (23.30%) Computer Science
4 215 (13.08%) Algorithms
5 146 (8.88%) Visualisation
6 135 (8.21%) Economics
7 130 (7.91%) Data Centre
8 123 (7.48%) Physics
9 99 (6.02%) Management Information System
10 65 (3.95%) Data Structures
11 45 (2.74%) Applied Mathematics
12 43 (2.62%) Credit Risk
13 39 (2.37%) Neural Network
14 38 (2.31%) Artificial Intelligence
15 36 (2.19%) Social Media
16 33 (2.01%) User Experience
17 27 (1.64%) Hedge funds
17 27 (1.64%) Psychology
18 26 (1.58%) Replication
19 25 (1.52%) Foreign Exchange (FX)
Operating Systems
1 189 (11.50%) Windows
2 144 (8.76%) Linux
3 106 (6.45%) Unix
4 41 (2.49%) Apple iOS
5 37 (2.25%) Windows 7
5 37 (2.25%) Windows Server
6 36 (2.19%) Windows Server 2008
7 25 (1.52%) Android
8 23 (1.40%) Red Hat Enterprise Linux
8 23 (1.40%) Solaris
9 19 (1.16%) Windows Server 2012
10 18 (1.09%) Windows Phone
11 17 (1.03%) Windows Server 2003
12 12 (0.73%) CentOS
12 12 (0.73%) Windows XP
13 7 (0.43%) Windows 10
14 6 (0.36%) Ubuntu
15 4 (0.24%) Debian
15 4 (0.24%) Mac OS
16 2 (0.12%) Windows 8
Processes & Methodologies
1 464 (28.22%) Analytics
2 355 (21.59%) Machine Learning
3 204 (12.41%) Agile Software Development
4 197 (11.98%) Business Intelligence
5 194 (11.80%) ITIL
6 183 (11.13%) Data Analysis
7 140 (8.52%) Data Analytics
8 134 (8.15%) Data Modelling
9 131 (7.97%) ETL
10 121 (7.36%) Service Delivery
11 119 (7.24%) Mentoring
12 115 (7.00%) Software Engineering
13 111 (6.75%) Stakeholder Management
13 111 (6.75%) Statistical Modelling
14 105 (6.39%) Statistical Analysis
15 97 (5.90%) Performance Tuning
16 83 (5.05%) Performance Management
16 83 (5.05%) Predictive Modelling
17 82 (4.99%) Open Source
18 80 (4.87%) Operations Research
Programming Languages
1 629 (38.26%) SQL
2 427 (25.97%) Python
3 391 (23.78%) R
4 162 (9.85%) Java
5 127 (7.73%) C#
6 96 (5.84%) C++
6 96 (5.84%) Scala
7 94 (5.72%) MATLAB
8 92 (5.60%) T-SQL
9 88 (5.35%) VBA
10 78 (4.74%) JavaScript
11 58 (3.53%) PowerShell
12 50 (3.04%) PHP
13 39 (2.37%) C
14 33 (2.01%) Perl
15 28 (1.70%) Shell Script
16 21 (1.28%) PL/SQL
17 17 (1.03%) Ruby
18 13 (0.79%) Clojure
18 13 (0.79%) Haskell
Qualifications
1 582 (35.40%) Degree
2 253 (15.39%) PhD
3 62 (3.77%) Microsoft Certification
4 45 (2.74%) ISEB
5 38 (2.31%) Security Cleared
6 29 (1.76%) Cisco Certification
7 26 (1.58%) CCNA
8 25 (1.52%) MCSA
9 22 (1.34%) ITIL Certification
10 20 (1.22%) MCSE
11 18 (1.09%) SC Cleared
12 17 (1.03%) CISSP
13 16 (0.97%) CCNP
14 15 (0.91%) MCP
14 15 (0.91%) MCTS
14 15 (0.91%) Postgraduate
15 14 (0.85%) VMware Certified Professional (VCP)
16 12 (0.73%) A+ Certification
17 11 (0.67%) CEH
18 10 (0.61%) MCITP
Quality Assurance & Compliance
1 148 (9.00%) SLA
2 78 (4.74%) QA
3 40 (2.43%) Data Quality
4 21 (1.28%) PCI DSS
5 7 (0.43%) COBIT
6 6 (0.36%) Actionable Recommendations
7 5 (0.30%) ISO/IEC 27001
8 3 (0.18%) BS7799
8 3 (0.18%) IAS 39
9 2 (0.12%) GCP
9 2 (0.12%) GLP
9 2 (0.12%) HMG Security Policy Framework
9 2 (0.12%) JSP 440
9 2 (0.12%) Sarbanes-Oxley
10 1 (0.061%) Basel II
10 1 (0.061%) ISO 9001
10 1 (0.061%) NEBOSH
10 1 (0.061%) SDET
System Software
1 64 (3.89%) Active Directory
2 54 (3.28%) VMware Infrastructure
3 19 (1.16%) Firmware
4 18 (1.09%) iptables
5 17 (1.03%) Job Entry Subsystem
5 17 (1.03%) Samba
5 17 (1.03%) vSphere
6 13 (0.79%) Oracle RAC
6 13 (0.79%) Virtual Desktop
7 12 (0.73%) Apache Flume
8 10 (0.61%) Docker
8 10 (0.61%) XenServer
9 9 (0.55%) BitLocker
10 8 (0.49%) Hyper-V
10 8 (0.49%) XenApp
11 6 (0.36%) HDFS
11 6 (0.36%) Terminal Services
11 6 (0.36%) Xen
12 5 (0.30%) NFS
13 4 (0.24%) XenDesktop
Systems Management
1 28 (1.70%) Nagios
2 22 (1.34%) NetBackup
3 17 (1.03%) Cacti
3 17 (1.03%) HP Data Protector
3 17 (1.03%) Oracle ZFS
3 17 (1.03%) Red Hat Satellite
4 15 (0.91%) HP Quality Center
5 14 (0.85%) SCCM
6 13 (0.79%) Microsoft Clustering
7 12 (0.73%) Oracle Enterprise Manager
7 12 (0.73%) Puppet
8 11 (0.67%) CSIRT
9 8 (0.49%) Failover Clustering
10 7 (0.43%) Tivoli
11 6 (0.36%) Opscode Chef
12 5 (0.30%) Ansible
12 5 (0.30%) Mesos
12 5 (0.30%) Norton AntiVirus
12 5 (0.30%) vMotion
12 5 (0.30%) ZABBIX
Vendors
1 254 (15.45%) Microsoft
2 111 (6.75%) Oracle
3 81 (4.93%) Tableau
4 62 (3.77%) VMware
5 55 (3.35%) Cisco
6 43 (2.62%) Cadence
7 42 (2.55%) Red Hat
8 39 (2.37%) Google
8 39 (2.37%) HP
9 35 (2.13%) Citrix
10 22 (1.34%) Sun
11 21 (1.28%) NetApp
12 20 (1.22%) Juniper
13 19 (1.16%) SAP
14 18 (1.09%) IBM
14 18 (1.09%) SolarWinds
15 17 (1.03%) Adobe
15 17 (1.03%) Hortonworks
15 17 (1.03%) Salesforce.com
16 16 (0.97%) ION Trading
Downham Market, Norfolk
Big Wednesday Digital Ltd
Salary: £60532.69 - £161420.50 per annum + Negotiable
Posted: Yesterday
Central London / West End
Client Server
Salary: £25k to £35k + benefits
Posted: Yesterday
Broxbourne, Hertfordshire
Understanding Recruitment
Salary: £25000.00 - £30000.00 per annum
Posted: 4 days ago
London
Big Wednesday Digital Ltd
Salary: £75000 - £150000 per annum + Negotiable
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: Competitive Market Rate
Posted: Yesterday
Crawley, West Sussex
ARC IT Recruitment Ltd
Salary: benefits
Posted: Yesterday
Leeds, West Yorkshire
Churchill Frank
Salary: £25000 - £35000 per annum + bonus, pension
Posted: 2 days ago
London
Computer People
Salary: £40000.00 - £45000.00 per annum + Benefits & Bonus
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £75,000 - £85,000
Posted: Yesterday
Manchester, Lancashire
Hanover IT Recruitment
Salary: From £40,000 to £55,000 per annum
Posted: 3 days ago
London
Salt
Salary: £45000 - £55000 per annum + Benefits + Bonus
Posted: 2 days ago
City, London
Oliver James Associates
Salary: £60000 - £80000 per annum + Pension, healthcare + More
Posted: 3 days ago
London
Tindall IT Resourcing
Salary: From £45,000 to £65,000 per annum GBP 45 - 65k +Bonuses
Posted: Yesterday
City, London
Miller Maxwell Ltd
Salary: From £90,000 to £125,000 per annum + Bonus + Benefits
Posted: 2 days ago
London
McGregor Boyall
Salary: £60000 - £80000 per annum + Benefits
Posted: 4 days ago
Greater Manchester
EasyWebRecruitment.com
Salary: £25,000 + benefits
Posted: 2 days ago
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 4 days ago
Halesowen, West Midlands (County)
In touch games
Salary: £25000 - £30000 per annum + benefits (inc flexi hrs)
Posted: 2 days ago
London
Salt
Salary: £80000.00 - £90000.00 per annum + in spec
Posted: Yesterday
Preston, Lancashire
Verticality Ltd
Salary: £30k -£37k DOE + Benefits
Posted: 3 days ago
London
Venture Up
Salary: From £40,000 to £100,000 per annum Bonus and excellent benefits
Posted: 3 days ago
London
Salt
Salary: £45000 - £55000 per annum + Benefits + Bonus
Posted: 2 days ago
Derbyshire
Recann
Salary: £25000 - £45000 per annum + Benefits
Posted: 5 days ago
London
Parallel Consulting
Salary: £35000 - £45000 per annum + Shares, Medical, Life Assurance
Posted: 4 days ago
Central London / West End
X4 Group
Salary: £40k - 75k per year
Posted: 2 days ago
West London
Anonymous recruiter
Salary: Excellent salary + benefits
Posted: 3 days ago
Redhill, Surrey
RBW Consulting
Salary: From £40,000 to £50,000 per annum
Posted: Yesterday
Newhaven, East Sussex
Bluetownonline
Salary: £24000 - £32000 per annum
Posted: 4 days ago
London
Engage PSG
Salary: £50000 - £75000 per annum + package, equity, bonus
Posted: Yesterday
London
Lorien Resourcing
Salary: Car Allowance + Benefits & Bonus
Posted: 2 days ago