The table below looks at the statistics for Statistics skills 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 1 March 2017 with a comparison to the same period over the previous 2 years.

3 months to
1 Mar 2017
Same period 2016 Same period 2015
Statistics
UK / England
Rank 319 315 344
Rank change year-on-year
-4 +29
Permanent jobs citing Statistics 738 950 894
As % of all permanent IT jobs located in England 0.95% 0.99% 0.89%
As % of the Processes & Methodologies category 1.07% 1.12% 1.03%
Number of salaries quoted 574 736 684
Median salary £45,000 £50,000 £45,000
Median salary % change year-on-year
-10.00% +11.11%
90% offered a salary of more than £28,500 £30,000 £26,500
10% offered a salary of more than £75,000 £80,000 £67,500
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 England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
69209 84627 86867
As % of all permanent IT jobs located in England 88.82% 88.37% 86.72%
Number of salaries quoted 57319 70918 71527
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year
- +2.04%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 Processes & Methodologies 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 1 March 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 1 March 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 -18 378 £55,000 - 66
South East +80 153 £45,000 - 23
North West -13 53 £37,500 -3.22% 10
East of England +18 42 £35,000 -22.22% 13
South West +12 40 £40,000 +14.28% 4
West Midlands +17 32 £35,000 - 11
Yorkshire +25 21 £35,000 -1.40% 3
East Midlands -13 18 £35,000 -30.00% 3
North East +3 1 £29,000 -40.81% 4
Statistics
UK

Statistics
Top 30 Related IT Skills in England

For the 6 months to 1 March 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.

1 645 (40.72%) SQL
2 636 (40.15%) Mathematics
3 540 (34.09%) Degree
4 446 (28.16%) Finance
4 446 (28.16%) Analytics
5 432 (27.27%) Python
6 403 (25.44%) R
7 398 (25.13%) Analytical Skills
8 376 (23.74%) Computer Science
9 366 (23.11%) Machine Learning
10 317 (20.01%) Big Data
11 265 (16.73%) Microsoft
12 259 (16.35%) PhD
13 219 (13.83%) Algorithms
14 215 (13.57%) MS Excel
14 215 (13.57%) SQL Server
15 212 (13.38%) SAS
16 207 (13.07%) Marketing
17 202 (12.75%) Windows
18 201 (12.69%) Agile Software Development
19 200 (12.63%) Business Intelligence
20 192 (12.12%) Data Mining
21 190 (11.99%) Apache Spark
22 189 (11.93%) Hadoop
23 188 (11.87%) Data Analysis
24 171 (10.80%) ITIL
25 170 (10.73%) Visualisation
26 155 (9.79%) Java
27 140 (8.84%) SLA
28 130 (8.21%) 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
1 212 (13.38%) SAS
2 190 (11.99%) Apache Spark
3 63 (3.98%) Apache
4 35 (2.21%) SharePoint
5 33 (2.08%) Skype for Business
6 27 (1.70%) Elasticsearch
7 21 (1.33%) Tomcat
8 15 (0.95%) CMS
9 14 (0.88%) Apache Pig
10 13 (0.82%) MS Exchange
11 9 (0.57%) IIS
11 9 (0.57%) WebLogic
12 8 (0.51%) Exchange Server 2010
13 6 (0.38%) Confluence
13 6 (0.38%) SharePoint 2013
14 5 (0.32%) Jupyter
14 5 (0.32%) SharePoint Server
14 5 (0.32%) Tornado
15 4 (0.25%) ArcGIS
15 4 (0.25%) Drupal
Applications
1 215 (13.57%) MS Excel
2 115 (7.26%) MS Office
3 104 (6.57%) MS PowerPoint
4 103 (6.50%) SPSS
5 26 (1.64%) Stata
6 20 (1.26%) Spreadsheet
7 10 (0.63%) MS Visio
8 9 (0.57%) MS Project
9 8 (0.51%) Photoshop
10 7 (0.44%) EViews
11 4 (0.25%) Adobe Creative Suite
11 4 (0.25%) Camtasia
11 4 (0.25%) Final Cut Pro
11 4 (0.25%) FrameMaker
11 4 (0.25%) RoboHelp
12 2 (0.13%) Gephi
12 2 (0.13%) S-PLUS
12 2 (0.13%) SPSS Modeler
12 2 (0.13%) Weka
13 1 (0.063%) GNU Octave
Business Applications
1 12 (0.76%) FastStats
2 8 (0.51%) Oracle EBS
3 7 (0.44%) Eloqua
4 5 (0.32%) NetSuite
4 5 (0.32%) Oracle BPM
5 3 (0.19%) Dynamics CRM
5 3 (0.19%) Remedy ITSM
6 2 (0.13%) Oracle EBS R12
6 2 (0.13%) Oracle ERP
6 2 (0.13%) SAP Oil and Gas
6 2 (0.13%) WebTrends
7 1 (0.063%) Data Workbench
7 1 (0.063%) Magento
7 1 (0.063%) Oracle 11i
7 1 (0.063%) Oracle AML
7 1 (0.063%) Oracle Financials
7 1 (0.063%) SAP CO
7 1 (0.063%) SAP FI
7 1 (0.063%) SAP FI/CO
Cloud Services
1 83 (5.24%) Amazon AWS
2 51 (3.22%) SaaS
3 39 (2.46%) Microsoft Azure
4 31 (1.96%) Office 365
5 30 (1.89%) Cloud Computing
6 28 (1.77%) Google Analytics
7 27 (1.70%) Mimecast
8 22 (1.39%) PaaS
9 20 (1.26%) IaaS
10 14 (0.88%) GitHub
11 10 (0.63%) Adobe Analytics
12 9 (0.57%) AdWords
12 9 (0.57%) Google Cloud Platform
13 7 (0.44%) MailChimp
14 6 (0.38%) Responsys
14 6 (0.38%) Taleo
15 5 (0.32%) Amazon EC2
16 4 (0.25%) Amazon S3
17 3 (0.19%) Trello
18 2 (0.13%) Amazon EMR
Communications & Networking
1 41 (2.59%) Internet
2 35 (2.21%) TCP/IP
3 30 (1.89%) SAN
3 30 (1.89%) SMS
4 21 (1.33%) LDAP
5 20 (1.26%) SSH
6 19 (1.20%) Kerberos
7 18 (1.14%) HTTP
8 17 (1.07%) DNS
9 14 (0.88%) Firewall
10 13 (0.82%) BGP
10 13 (0.82%) VPN
11 12 (0.76%) Wireless
12 10 (0.63%) DHCP
12 10 (0.63%) LAN
12 10 (0.63%) MPLS
12 10 (0.63%) WAN
13 9 (0.57%) IPsec
13 9 (0.57%) VLAN
13 9 (0.57%) Wi-Fi
Database & Business Intelligence
1 317 (20.01%) Big Data
2 215 (13.57%) SQL Server
3 192 (12.12%) Data Mining
4 189 (11.93%) Hadoop
5 128 (8.08%) NoSQL
6 118 (7.45%) SQL Server Reporting Services
7 98 (6.19%) SQL Server Integration Services
8 94 (5.93%) Data Warehouse
9 81 (5.11%) Relational Database
10 79 (4.99%) MySQL
11 65 (4.10%) MongoDB
12 57 (3.60%) PostgreSQL
13 53 (3.35%) BusinessObjects
14 42 (2.65%) QlikView
15 38 (2.40%) SQL Server 2008
15 38 (2.40%) SQL Server Analysis Services
16 37 (2.34%) Apache Hive
17 36 (2.27%) RDBMS
18 35 (2.21%) Apache Cassandra
19 32 (2.02%) SQL Server 2012
Development Applications
1 20 (1.26%) Visual Studio
2 19 (1.20%) JIRA
3 16 (1.01%) Git (software)
4 15 (0.95%) Jenkins
5 12 (0.76%) Team Foundation Server
6 11 (0.69%) SQL Server Management Studio (SSMS)
7 9 (0.57%) Oracle APEX
8 7 (0.44%) Talend Open Studio
9 6 (0.38%) Subversion
10 3 (0.19%) Apache Continuum
10 3 (0.19%) Axure RP
10 3 (0.19%) Balsamiq Mockups
10 3 (0.19%) Maven
11 2 (0.13%) CircleCI
11 2 (0.13%) Firebug
11 2 (0.13%) LabVIEW
11 2 (0.13%) NUnit
11 2 (0.13%) Visual Studio Team System
12 1 (0.063%) Fiddler
12 1 (0.063%) Toad
General
1 446 (28.16%) Finance
2 207 (13.07%) Marketing
3 63 (3.98%) Retail
4 57 (3.60%) Banking
5 39 (2.46%) Games
6 36 (2.27%) Telecoms
7 29 (1.83%) Law
8 26 (1.64%) Advertising
9 25 (1.58%) Publishing
10 21 (1.33%) Billing
11 20 (1.26%) Pharmaceutical
12 16 (1.01%) Front Office
13 14 (0.88%) Multimedia
14 12 (0.76%) Legal
15 9 (0.57%) Financial Institution
16 8 (0.51%) Mandarin Language
16 8 (0.51%) Manufacturing
16 8 (0.51%) Military
17 7 (0.44%) Brand Awareness
17 7 (0.44%) Investment Banking
Job Titles
1 341 (21.53%) Analyst
2 318 (20.08%) Data Scientist
3 208 (13.13%) Developer
4 129 (8.14%) Data Analyst
5 85 (5.37%) DBA
6 83 (5.24%) Service Manager
7 82 (5.18%) Senior Data Scientist
8 72 (4.55%) C# Developer
9 70 (4.42%) SQL DBA
10 67 (4.23%) Administrator
11 52 (3.28%) Consultant
12 41 (2.59%) Graduate
13 40 (2.53%) Business Intelligence Analyst
14 37 (2.34%) Junior
15 36 (2.27%) Business Analyst
15 36 (2.27%) SQL Developer
16 35 (2.21%) Support Manager
17 34 (2.15%) .NET Developer
17 34 (2.15%) Delivery Manager
17 34 (2.15%) Services Delivery Manager
Libraries, Frameworks & Software Standards
1 78 (4.92%) .NET
2 69 (4.36%) HTML
3 40 (2.53%) XML
4 33 (2.08%) Natural Language Processing
5 32 (2.02%) AngularJS
6 31 (1.96%) Flash
6 31 (1.96%) scikit-learn
7 30 (1.89%) REST
7 30 (1.89%) WPF
8 27 (1.70%) CSS
9 26 (1.64%) Ajax
10 25 (1.58%) NumPy
10 25 (1.58%) Pandas
11 23 (1.45%) D3.js
12 22 (1.39%) WCF
13 20 (1.26%) Web Services
14 19 (1.20%) Flask
15 18 (1.14%) HTML5
16 17 (1.07%) .NET Framework
17 16 (1.01%) STL
Miscellaneous
1 398 (25.13%) Analytical Skills
2 376 (23.74%) Computer Science
3 219 (13.83%) Algorithms
4 118 (7.45%) Data Centre
5 101 (6.38%) Management Information System
6 59 (3.72%) Data Structures
7 39 (2.46%) Credit Risk
8 38 (2.40%) Fintech
9 28 (1.77%) User Experience
10 27 (1.70%) Social Media
11 24 (1.52%) e-Learning
12 20 (1.26%) Foreign Exchange (FX)
12 20 (1.26%) Replication
13 17 (1.07%) Data Protection Act
13 17 (1.07%) iPad
14 15 (0.95%) Mobile App
15 13 (0.82%) Driving Licence
15 13 (0.82%) Virtual Team
16 12 (0.76%) Hedge funds
17 11 (0.69%) Cyberthreat
Operating Systems
1 202 (12.75%) Windows
2 130 (8.21%) Linux
3 91 (5.74%) Unix
4 47 (2.97%) Windows 7
5 43 (2.71%) Windows Server
6 38 (2.40%) Apple iOS
7 34 (2.15%) Android
8 32 (2.02%) Windows Server 2008
9 26 (1.64%) Solaris
10 24 (1.52%) Windows Phone
11 22 (1.39%) Red Hat Enterprise Linux
12 20 (1.26%) Windows Server 2003
13 17 (1.07%) Windows Server 2012
14 13 (0.82%) CentOS
15 12 (0.76%) Windows XP
16 8 (0.51%) Windows 10
17 5 (0.32%) Ubuntu
18 4 (0.25%) Mac OS
19 3 (0.19%) Debian
20 2 (0.13%) Windows 8
Processes & Methodologies
1 636 (40.15%) Mathematics
2 446 (28.16%) Analytics
3 366 (23.11%) Machine Learning
4 201 (12.69%) Agile Software Development
5 200 (12.63%) Business Intelligence
6 188 (11.87%) Data Analysis
7 171 (10.80%) ITIL
8 170 (10.73%) Visualisation
9 127 (8.02%) Economics
10 126 (7.95%) Physics
11 123 (7.77%) Data Analytics
12 122 (7.70%) Data Modelling
12 122 (7.70%) ETL
13 116 (7.32%) Stakeholder Management
14 113 (7.13%) Mentoring
15 108 (6.82%) Data Visualisation
15 108 (6.82%) Statistical Modelling
16 106 (6.69%) Statistical Analysis
17 102 (6.44%) Performance Tuning
17 102 (6.44%) Service Delivery
Programming Languages
1 645 (40.72%) SQL
2 432 (27.27%) Python
3 403 (25.44%) R
4 155 (9.79%) Java
5 124 (7.83%) C#
6 100 (6.31%) MATLAB
7 95 (6.00%) JavaScript
7 95 (6.00%) VBA
8 93 (5.87%) Scala
9 88 (5.56%) C++
10 81 (5.11%) T-SQL
11 47 (2.97%) PHP
12 45 (2.84%) PowerShell
13 36 (2.27%) C
14 30 (1.89%) Perl
15 28 (1.77%) Shell Script
16 23 (1.45%) PL/SQL
17 21 (1.33%) VB
18 12 (0.76%) TypeScript
19 10 (0.63%) Ruby
Qualifications
1 540 (34.09%) Degree
2 259 (16.35%) PhD
3 65 (4.10%) Microsoft Certification
4 40 (2.53%) ISEB
5 37 (2.34%) Security Cleared
6 26 (1.64%) MCSE
7 25 (1.58%) SC Cleared
8 23 (1.45%) ITIL Certification
9 19 (1.20%) MCSA
10 18 (1.14%) Cisco Certification
11 15 (0.95%) Postgraduate
12 14 (0.88%) CCNA
13 13 (0.82%) A+ Certification
13 13 (0.82%) CCNP
13 13 (0.82%) CISSP
13 13 (0.82%) MCP
14 12 (0.76%) MCTS
14 12 (0.76%) PRINCE2 Certification
15 9 (0.57%) CISM
15 9 (0.57%) MCITP
Quality Assurance & Compliance
1 140 (8.84%) SLA
2 66 (4.17%) QA
3 39 (2.46%) Data Quality
4 20 (1.26%) PCI DSS
5 8 (0.51%) IFRS
5 8 (0.51%) IFRS 9
6 5 (0.32%) COBIT
6 5 (0.32%) PMO
7 3 (0.19%) IAS 39
8 2 (0.13%) GCP
8 2 (0.13%) GLP
8 2 (0.13%) HMG Security Policy Framework
8 2 (0.13%) ISO/IEC 27001
8 2 (0.13%) JSP 440
8 2 (0.13%) Sarbanes-Oxley
9 1 (0.063%) Actionable Recommendations
9 1 (0.063%) Basel II
9 1 (0.063%) NEBOSH
System Software
1 44 (2.78%) Active Directory
2 38 (2.40%) VMware Infrastructure
3 22 (1.39%) Firmware
4 20 (1.26%) iptables
5 19 (1.20%) Job Entry Subsystem
5 19 (1.20%) Samba
6 14 (0.88%) Docker
7 13 (0.82%) vSphere
8 12 (0.76%) Apache Flume
8 12 (0.76%) XenServer
9 11 (0.69%) Oracle RAC
10 7 (0.44%) Hyper-V
11 6 (0.38%) HDFS
12 5 (0.32%) Xen
13 4 (0.25%) NFS
13 4 (0.25%) Virtual Desktop
13 4 (0.25%) Virtual Servers
13 4 (0.25%) XenApp
13 4 (0.25%) XenDesktop
14 3 (0.19%) QEMU
Systems Management
1 29 (1.83%) Nagios
2 23 (1.45%) NetBackup
3 19 (1.20%) Cacti
3 19 (1.20%) HP Data Protector
3 19 (1.20%) Oracle ZFS
3 19 (1.20%) Red Hat Satellite
4 17 (1.07%) Microsoft Clustering
5 14 (0.88%) Oracle Enterprise Manager
6 12 (0.76%) Puppet
7 10 (0.63%) Kubernetes
7 10 (0.63%) Opscode Chef
8 9 (0.57%) CSIRT
9 7 (0.44%) vMotion
10 5 (0.32%) Ansible
10 5 (0.32%) HP Quality Center
10 5 (0.32%) SCCM
11 4 (0.25%) Mesos
11 4 (0.25%) Netcool
11 4 (0.25%) OpenView Configuration Management
11 4 (0.25%) ZABBIX
Vendors
1 265 (16.73%) Microsoft
2 115 (7.26%) Oracle
3 98 (6.19%) Tableau
4 55 (3.47%) Google
5 51 (3.22%) VMware
6 38 (2.40%) Red Hat
7 37 (2.34%) Cadence
8 35 (2.21%) HP
9 32 (2.02%) Cisco
10 27 (1.70%) Citrix
10 27 (1.70%) Sun
11 24 (1.52%) NetApp
12 20 (1.26%) SAP
13 19 (1.20%) Adobe
13 19 (1.20%) Hortonworks
14 17 (1.07%) iManage
15 16 (1.01%) SolarWinds
16 15 (0.95%) Juniper
16 15 (0.95%) Remedy
17 14 (0.88%) IBM
London
Careerwise UK Limited
Salary: £80000 - £95000 per annum + Package
Posted: 9 hours ago
City, London
ANSON MCCADE
Salary: £55,000- £75,000 plus an outstanding package
Posted: 3 hours ago
Andover, Hampshire
Experis Ltd
Salary: £40000 - £45000 per annum + benefits
Posted: 5 hours ago
London
Churchill Frank
Salary: £60000 - £90000 per annum
Posted: 1 hour ago
London
Mortimer Spinks
Salary: £45000 - £80000 per annum
Posted: 3 hours ago
London
Eligo Recruitment Ltd
Salary: £50000 - £70000 per annum + Bonus,Healthcare, Pension
Posted: 11 hours ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £25,000 to £35,000 per annum
Posted: 11 hours ago
London
Eligo Recruitment Ltd
Salary: £70000 - £80000 per annum + Bonus, Healthcare, Perkbox
Posted: 11 hours ago
West London
onezeero.
Salary: £50000 - £60000 per annum
Posted: 10 hours ago
Horsham, West Sussex
Source Technology
Salary: From £55,000 to £65,000 per annum + bonus package
Posted: 8 hours ago
London
ClearCube Consulting
Salary: Up to £80,000 per annum + Benefits
Posted: 10 hours ago
Central London / West End
ClearCube Consulting
Salary: Up to £80,000 per annum + benefits
Posted: 10 hours ago
Central London / West End
Harris Global
Salary: Up to £45,000 per annum + excellent benefits package!
Posted: 11 hours ago
Central London / West End
Client Server
Salary: £30k to £40k + benefits
Posted: Yesterday
London
Burns Sheehan
Salary: £70000 - £80000 per annum + benefits & bonus
Posted: 9 hours ago
Surrey
Churchill Frank
Salary: £50000 - £70000 per annum
Posted: 2 days ago
City, London
Big Wednesday Digital Ltd
Salary: £35000 - £55000 per annum + Negotiable
Posted: 2 days ago
London
Hudson IT
Posted: Yesterday
Knutsford, Cheshire
Nigel Frank International Ltd
Salary: £45000 - £50000 per annum + Flexible Benefits Package
Posted: 11 hours ago
City, London
Quant Capital
Salary: Up to £40,000 per annum + benefits and bonus
Posted: Yesterday
London
Careerwise UK Limited
Salary: £95000 per annum + benefits / package
Posted: Yesterday
Essex
X4 Group
Salary: £50k - 60k per year + generous benefits package
Posted: 2 days ago
London
Parallel Consulting
Salary: £65000 - £75000 per annum + Generous bonus and benefits package
Posted: 2 days ago
Central London / West End
Brightred Resourcing Limited
Salary: From £80,000 to £90,000 per annum plus bonus and benefits
Posted: 2 days ago
Peterborough, Cambridgeshire
Maclean Moore Consulting
Salary: From £30,000 to £40,000 per annum plus great benefits
Posted: 4 days ago
Petersfield, Hampshire
Evolution Recruitment Solutions
Salary: 45,000 - 50,000
Posted: Yesterday
Burton-On-Trent, Staffordshire
Blues Point Ltd
Salary: Up to £45,000 per annum + on call and pension, discounts, 25 days' hol
Posted: Yesterday
London
Information Technology Services
Salary: £40k - 45k per year + Benefits
Posted: 5 hours ago
Hemel Hempstead, Hertfordshire
Informatiq Consulting
Salary: £Excellent salary + cracking benefits!
Posted: 2 days ago
London
McGregor Boyall
Salary: £60000 - £70000 per annum
Posted: Yesterday