The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Statistics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistics over the 3 months to 30 April 2017 with a comparison to the same period in the previous 2 years.

Statistics
UK / England
3 months to
30 Apr 2017
Same period 2016 Same period 2015
Rank 296 321 351
Rank change year-on-year +25 +30  
Permanent jobs citing Statistics 852 980 914
As % of all permanent IT jobs advertised in England 1.06% 1.01% 0.88%
As % of the Processes & Methodologies category 1.18% 1.14% 1.01%
Number of salaries quoted 665 750 645
Median salary £47,250 £51,000 £47,500
Median salary % change year-on-year -7.35% +7.36%  
90% offered a salary of more than £27,500 £27,500 £26,225
10% offered a salary of more than £84,250 £82,500 £70,000
UK excluding London median salary £40,000 £40,000 £40,000

Statistics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 71933 86309 90322
As % of all permanent IT job vacancies advertised in England 89.27% 88.85% 87.11%
Number of salaries quoted 59686 72516 73663
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Statistics
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Statistics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Statistics in England

Statistics
Salary Trend in England

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

Salary trend for Statistics in England

Statistics
Salary Histogram in England

The salary distribution of IT jobs citing Statistics in England over the 3 months to 30 April 2017.

Salary histogram for Statistics 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 30 April 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 -16 414 £55,500 -7.50% 47
South East +93 169 £45,000 - 21
North West -13 66 £40,000 -11.11% 10
East of England +25 63 £37,500 -16.66% 13
South West +26 41 £37,500 -8.53% 4
Yorkshire +35 39 £36,250 +54.25% 6
West Midlands -2 33 £33,000 +20.00% 11
East Midlands -5 16 £30,500 -39.00% 3
North East +15 15 £18,500 -43.07% 1
Midlands - 2 £92,500 -
Statistics
UK

For the 6 months to 30 April 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.

1 677 (42.05%) SQL
2 616 (38.26%) Mathematics
3 508 (31.55%) Analytics
4 503 (31.24%) Degree
5 486 (30.19%) Python
6 458 (28.45%) Finance
7 431 (26.77%) Analytical Skills
8 409 (25.40%) Machine Learning
9 387 (24.04%) R
10 351 (21.80%) Computer Science
11 303 (18.82%) Big Data
12 302 (18.76%) Microsoft
13 293 (18.20%) Microsoft Excel
14 272 (16.89%) PhD
15 258 (16.02%) SQL Server
16 245 (15.22%) Algorithms
17 230 (14.29%) SAS
18 225 (13.98%) Business Intelligence
19 215 (13.35%) Windows
20 208 (12.92%) Visualisation
21 207 (12.86%) Agile Software Development
22 201 (12.48%) Data Mining
23 198 (12.30%) Hadoop
24 194 (12.05%) Marketing
24 194 (12.05%) Data Analysis
25 184 (11.43%) Java
26 164 (10.19%) ITIL
26 164 (10.19%) Physics
27 160 (9.94%) Data Visualisation
28 154 (9.57%) Data Modelling

Statistics
Co-occurring 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
1 230 (14.29%) SAS
2 149 (9.25%) Apache Spark
3 52 (3.23%) SharePoint
4 34 (2.11%) Skype for Business
5 32 (1.99%) Apache
6 24 (1.49%) Apache Pig
6 24 (1.49%) Elasticsearch
7 23 (1.43%) MS Exchange
8 17 (1.06%) SharePoint Server
9 15 (0.93%) CMS
10 14 (0.87%) Tomcat
11 12 (0.75%) IIS
11 12 (0.75%) SharePoint 2013
12 9 (0.56%) WebLogic
13 8 (0.50%) Tornado
13 8 (0.50%) WordPress
14 6 (0.37%) ArcGIS
14 6 (0.37%) Exchange Server 2010
14 6 (0.37%) Jupyter
14 6 (0.37%) Oracle SOA Suite
Applications
1 293 (18.20%) Microsoft Excel
2 135 (8.39%) Microsoft Office
3 104 (6.46%) Microsoft PowerPoint
4 79 (4.91%) SPSS
5 21 (1.30%) Stata
6 17 (1.06%) Spreadsheet
7 10 (0.62%) MS Visio
8 9 (0.56%) Microsoft Project
9 8 (0.50%) Photoshop
10 7 (0.43%) EViews
11 4 (0.25%) Camtasia
11 4 (0.25%) FrameMaker
11 4 (0.25%) RoboHelp
12 3 (0.19%) Adobe Creative Suite
12 3 (0.19%) Simulink
12 3 (0.19%) S-PLUS
13 2 (0.12%) Final Cut Pro
13 2 (0.12%) Gephi
13 2 (0.12%) Mathcad
13 2 (0.12%) SPSS Modeler
Business Applications
1 12 (0.75%) Dynamics CRM
2 9 (0.56%) Cognos Business Intelligence
2 9 (0.56%) Oracle EBS
3 8 (0.50%) SAP Oil and Gas
4 7 (0.43%) Eloqua
5 4 (0.25%) NetSuite
6 3 (0.19%) Dynamics NAV
6 3 (0.19%) Oracle EBS R12
7 2 (0.12%) FastStats
7 2 (0.12%) Oracle 11i
7 2 (0.12%) Oracle BPM
7 2 (0.12%) Oracle ERP
8 1 (0.062%) Magento
8 1 (0.062%) Oracle AML
8 1 (0.062%) Primavera
8 1 (0.062%) Remedy ITSM
8 1 (0.062%) WebTrends
Cloud Services
1 55 (3.42%) Amazon AWS
2 42 (2.61%) SaaS
3 38 (2.36%) Mimecast
4 33 (2.05%) Google Analytics
5 30 (1.86%) Microsoft Azure
6 20 (1.24%) IaaS
7 19 (1.18%) PaaS
8 18 (1.12%) Google Cloud Platform
9 16 (0.99%) Office 365
10 11 (0.68%) AdWords
11 7 (0.43%) MailChimp
12 6 (0.37%) Cloud Computing
12 6 (0.37%) Responsys
12 6 (0.37%) Taleo
13 5 (0.31%) Amazon S3
13 5 (0.31%) GitHub
14 3 (0.19%) Amazon EMR
14 3 (0.19%) AWS Lambda
14 3 (0.19%) Trello
15 2 (0.12%) Amazon EC2
Communications & Networking
1 43 (2.67%) Internet
2 29 (1.80%) TCP/IP
3 25 (1.55%) SMS
4 22 (1.37%) SAN
5 21 (1.30%) Firewall
6 20 (1.24%) DNS
7 19 (1.18%) WAN
8 15 (0.93%) Intranet
9 13 (0.81%) LDAP
9 13 (0.81%) SSH
10 12 (0.75%) LAN
10 12 (0.75%) Network Security
11 11 (0.68%) Kerberos
12 10 (0.62%) VPN
13 9 (0.56%) DHCP
13 9 (0.56%) Unified Communications
14 8 (0.50%) Wireless
15 7 (0.43%) Skype
16 6 (0.37%) IP Telephony
16 6 (0.37%) NetScaler
Database & Business Intelligence
1 303 (18.82%) Big Data
2 258 (16.02%) SQL Server
3 201 (12.48%) Data Mining
4 198 (12.30%) Hadoop
5 129 (8.01%) NoSQL
6 110 (6.83%) Data Warehouse
7 107 (6.65%) SQL Server Reporting Services
8 104 (6.46%) SQL Server Integration Services
9 101 (6.27%) Relational Database
10 69 (4.29%) MongoDB
11 63 (3.91%) Apache Hive
12 61 (3.79%) MySQL
13 49 (3.04%) QlikView
14 48 (2.98%) BusinessObjects
15 46 (2.86%) SQL Server 2008
16 43 (2.67%) PostgreSQL
17 40 (2.48%) SQL Server 2012
18 37 (2.30%) SQL Server Analysis Services
19 36 (2.24%) RDBMS
20 33 (2.05%) SQL Server 2005
Development Applications
1 34 (2.11%) Git (software)
2 25 (1.55%) JIRA
3 20 (1.24%) Visual Studio
4 14 (0.87%) Team Foundation Server
5 12 (0.75%) SQL Server Management Studio (SSMS)
6 11 (0.68%) Jenkins
7 7 (0.43%) NUnit
8 6 (0.37%) Subversion
9 5 (0.31%) Talend Open Studio
10 4 (0.25%) Oracle APEX
11 3 (0.19%) Apache Continuum
11 3 (0.19%) Axure RP
11 3 (0.19%) Balsamiq Mockups
11 3 (0.19%) HP UFT
11 3 (0.19%) Rational Functional Tester
11 3 (0.19%) Selenium
11 3 (0.19%) SilkTest
12 2 (0.12%) Firebug
12 2 (0.12%) LabVIEW
12 2 (0.12%) Maven
General
1 458 (28.45%) Finance
2 194 (12.05%) Marketing
3 74 (4.60%) Retail
4 73 (4.53%) Banking
5 66 (4.10%) Telecoms
6 47 (2.92%) Games
7 46 (2.86%) Law
8 42 (2.61%) Advertising
9 22 (1.37%) Billing
10 21 (1.30%) Publishing
11 19 (1.18%) Pharmaceutical
12 17 (1.06%) Front Office
13 16 (0.99%) Manufacturing
14 12 (0.75%) Investment Banking
15 11 (0.68%) Electronics
15 11 (0.68%) Legal
15 11 (0.68%) Multimedia
16 9 (0.56%) Financial Institution
16 9 (0.56%) French Language
17 8 (0.50%) Military
Job Titles
1 382 (23.73%) Analyst
2 341 (21.18%) Data Scientist
3 199 (12.36%) Developer
4 121 (7.52%) Data Analyst
5 87 (5.40%) DBA
5 87 (5.40%) Senior Data Scientist
6 84 (5.22%) Service Manager
7 74 (4.60%) Administrator
8 72 (4.47%) SQL DBA
9 57 (3.54%) Consultant
10 52 (3.23%) Graduate
11 50 (3.11%) C# Developer
12 49 (3.04%) Business Analyst
13 48 (2.98%) Business Intelligence Analyst
14 47 (2.92%) Senior Analyst
15 40 (2.48%) Analytics Consultant
16 39 (2.42%) Junior
16 39 (2.42%) SQL Developer
17 35 (2.17%) Data Consultant
18 34 (2.11%) Trainer
Libraries, Frameworks & Software Standards
1 74 (4.60%) .NET
2 68 (4.22%) HTML
3 56 (3.48%) CSS
4 51 (3.17%) Natural Language Processing
5 40 (2.48%) XML
6 35 (2.17%) scikit-learn
6 35 (2.17%) Web Services
7 33 (2.05%) AngularJS
8 32 (1.99%) WPF
9 31 (1.93%) Pandas
10 29 (1.80%) NumPy
11 27 (1.68%) D3.js
11 27 (1.68%) HTML5
12 25 (1.55%) ASP.NET
12 25 (1.55%) Flash
12 25 (1.55%) WCF
13 21 (1.30%) Kafka
13 21 (1.30%) Node.js
14 20 (1.24%) REST
15 19 (1.18%) Django
Miscellaneous
1 431 (26.77%) Analytical Skills
2 351 (21.80%) Computer Science
3 245 (15.22%) Algorithms
4 105 (6.52%) Management Information System
5 92 (5.71%) Data Centre
6 41 (2.55%) Data Structures
7 39 (2.42%) User Experience
8 38 (2.36%) Fintech
8 38 (2.36%) Greenfield Project
9 34 (2.11%) e-Learning
10 32 (1.99%) Credit Risk
11 25 (1.55%) Social Media
12 18 (1.12%) Virtual Team
13 17 (1.06%) Life Science
14 16 (0.99%) Data Protection Act
14 16 (0.99%) Driving Licence
15 14 (0.87%) Foreign Exchange (FX)
15 14 (0.87%) Mobile App
15 14 (0.87%) Replication
15 14 (0.87%) Video Conferencing
Operating Systems
1 215 (13.35%) Windows
2 111 (6.89%) Linux
3 73 (4.53%) Windows Server
4 57 (3.54%) Windows 7
5 53 (3.29%) Apple iOS
6 50 (3.11%) Unix
7 49 (3.04%) Android
8 36 (2.24%) Windows Server 2008
9 34 (2.11%) Windows Phone
10 23 (1.43%) Windows Server 2012
11 19 (1.18%) Red Hat Enterprise Linux
11 19 (1.18%) Windows Server 2003
12 17 (1.06%) Solaris
13 15 (0.93%) Windows 10
14 10 (0.62%) CentOS
14 10 (0.62%) Windows XP
15 7 (0.43%) AIX
16 5 (0.31%) Mac OS
17 4 (0.25%) Ubuntu
18 3 (0.19%) Debian
Processes & Methodologies
1 616 (38.26%) Mathematics
2 508 (31.55%) Analytics
3 409 (25.40%) Machine Learning
4 225 (13.98%) Business Intelligence
5 208 (12.92%) Visualisation
6 207 (12.86%) Agile Software Development
7 194 (12.05%) Data Analysis
8 164 (10.19%) ITIL
8 164 (10.19%) Physics
9 160 (9.94%) Data Visualisation
10 154 (9.57%) Data Modelling
11 137 (8.51%) Statistical Analysis
12 116 (7.20%) Economics
12 116 (7.20%) Statistical Modelling
13 114 (7.08%) ETL
14 113 (7.02%) Data Analytics
15 110 (6.83%) Mentoring
16 108 (6.71%) Stakeholder Management
17 101 (6.27%) Performance Tuning
17 101 (6.27%) Predictive Modelling
Programming Languages
1 677 (42.05%) SQL
2 486 (30.19%) Python
3 387 (24.04%) R
4 184 (11.43%) Java
5 115 (7.14%) JavaScript
6 112 (6.96%) MATLAB
7 103 (6.40%) C#
8 102 (6.34%) Scala
9 97 (6.02%) VBA
10 88 (5.47%) C++
11 87 (5.40%) T-SQL
12 42 (2.61%) PowerShell
13 36 (2.24%) PHP
14 34 (2.11%) C
15 31 (1.93%) VB
16 26 (1.61%) PL/SQL
17 23 (1.43%) Perl
18 16 (0.99%) Shell Script
19 12 (0.75%) Groovy
20 10 (0.62%) Go
Qualifications
1 503 (31.24%) Degree
2 272 (16.89%) PhD
3 59 (3.66%) Microsoft Certification
4 42 (2.61%) ISEB
5 38 (2.36%) Security Cleared
6 33 (2.05%) MCSE
7 27 (1.68%) SC Cleared
8 21 (1.30%) Cisco Certification
8 21 (1.30%) MCSA
9 18 (1.12%) CCNP
9 18 (1.12%) ITIL Certification
10 16 (0.99%) CCIE
11 15 (0.93%) MCP
12 11 (0.68%) Postgraduate
13 10 (0.62%) PRINCE2 Certification
14 9 (0.56%) A+ Certification
14 9 (0.56%) CISSP
15 8 (0.50%) CISM
16 7 (0.43%) DV Cleared
17 5 (0.31%) MCITP
Quality Assurance & Compliance
1 129 (8.01%) SLA
2 61 (3.79%) QA
3 49 (3.04%) Data Quality
4 19 (1.18%) PCI DSS
5 9 (0.56%) COBIT
6 6 (0.37%) IFRS
6 6 (0.37%) Sarbanes-Oxley
7 5 (0.31%) IFRS 9
8 4 (0.25%) ISO/IEC 27001
9 3 (0.19%) Actionable Recommendations
9 3 (0.19%) GDPR
9 3 (0.19%) PMO
10 2 (0.12%) GCP
10 2 (0.12%) GLP
10 2 (0.12%) HMG Security Policy Framework
10 2 (0.12%) JSP 440
11 1 (0.062%) Basel II
11 1 (0.062%) IAS 39
11 1 (0.062%) ISO 9000
11 1 (0.062%) ISO 9001
System Software
1 70 (4.35%) Active Directory
2 28 (1.74%) VMware Infrastructure
3 19 (1.18%) Docker
4 14 (0.87%) Firmware
5 13 (0.81%) iptables
6 12 (0.75%) XenServer
7 11 (0.68%) Job Entry Subsystem
7 11 (0.68%) Samba
8 10 (0.62%) HDFS
8 10 (0.62%) vSphere
9 7 (0.43%) Hyper-V
10 5 (0.31%) Oracle RAC
10 5 (0.31%) Xen
11 4 (0.25%) Apache Flume
12 3 (0.19%) NFS
12 3 (0.19%) QEMU
12 3 (0.19%) Virtual Servers
12 3 (0.19%) XenApp
12 3 (0.19%) XenDesktop
13 2 (0.12%) RACF
Systems Management
1 17 (1.06%) Nagios
2 16 (0.99%) Kubernetes
2 16 (0.99%) NetBackup
3 14 (0.87%) Microsoft Clustering
3 14 (0.87%) Oracle Enterprise Manager
4 11 (0.68%) Cacti
4 11 (0.68%) HP Data Protector
4 11 (0.68%) Oracle ZFS
4 11 (0.68%) Puppet
4 11 (0.68%) Red Hat Satellite
5 8 (0.50%) CSIRT
5 8 (0.50%) Opscode Chef
6 6 (0.37%) SCCM
7 5 (0.31%) Ansible
7 5 (0.31%) HP Quality Center
7 5 (0.31%) Netcool
7 5 (0.31%) OpenView Configuration Management
8 4 (0.25%) Mesos
9 3 (0.19%) Salt
9 3 (0.19%) vMotion
Vendors
1 302 (18.76%) Microsoft
2 129 (8.01%) Oracle
3 113 (7.02%) Tableau
4 65 (4.04%) Google
5 41 (2.55%) VMware
6 32 (1.99%) Cadence
6 32 (1.99%) Citrix
7 29 (1.80%) Cisco
7 29 (1.80%) HP
7 29 (1.80%) iManage
8 24 (1.49%) Red Hat
8 24 (1.49%) SAP
9 17 (1.06%) IBM
9 17 (1.06%) Sun
10 16 (0.99%) NetApp
10 16 (0.99%) Splunk
10 16 (0.99%) Twitter
11 15 (0.93%) SolarWinds
12 14 (0.87%) Apple
12 14 (0.87%) Avaya
South East London
Zoopla Property Group Plc
Salary: Excellent benefits including bonus, free breakfast & onsite gym
Posted: 2 days ago
Basingstoke, Hampshire
Stott & May
Salary: £25000 - £35000 per annum
Posted: 2 days ago
Sheffield, South Yorkshire
The Floow
Posted: Yesterday
London
Certus Recruitment Group
Salary: 400-£550 per day
Posted: 2 days ago
Leicester, Leicestershire
Computer People
Salary: £30000.00 - £40000.00 per annum + +Benefits
Posted: 3 days ago
South East
Redrock Consulting Ltd
Salary: £45000 - £65000 per annum + Pension, Flexi hours
Posted: 3 days ago
London
Huxley Associates
Salary: £90000 - £120000 per annum + competitive
Posted: Yesterday
London
ClearCube Consulting
Salary: From £70,000 to £120,000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 3 days ago
London
Engage PSG
Salary: £54561 - £62955 per annum + Perks
Posted: 3 days ago
London
ClearCube Consulting
Salary: From £40,000 to £60,000 per annum
Posted: 2 days ago
South West London
Parallel Consulting
Salary: £37500 - £45000 per annum + Generous bonus and benefits package
Posted: 2 days ago
Dorking, Surrey
Nigel Frank International Ltd
Salary: £20000 - £26000 per annum
Posted: 3 days ago
Manchester, Lancashire
Amsource Technology Ltd
Salary: From £25,000 to £35,000 per annum plus benefits
Posted: 4 days ago
London
Bridge Noble
Salary: £60000 - £70000 per annum + Benefits
Posted: 4 days ago
Fareham, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £24000 - £26000 per annum + training & benefits
Posted: 4 days ago
Manchester, Lancashire
Burns Sheehan
Salary: £30000.00 - £50000.00 per annum + Benefits
Posted: 4 days ago
Manchester, Lancashire
Mane Contract Services Limited
Posted: 4 days ago
Central London / West End
ClearCube Consulting
Salary: From £60,000 to £90,000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £30,000 to £40,000 per annum plus excellent additional benefits
Posted: 3 days ago
Bath, Avon
ComputerWorld Personnel Ltd
Posted: 4 days ago
Chertsey, Surrey
Polar Recruitment
Salary: £21000 - £23000 per annum + 15% bonus
Posted: Yesterday
Leeds, West Yorkshire
Computer Futures
Salary: £70000 - £75000 per annum + competitive
Posted: 4 days ago
Greater Manchester
Computer Futures
Salary: £70000 - £80000 per annum + competitive
Posted: 4 days ago
Banbury, Oxfordshire
Auburn Rose
Salary: From £50,000 to £55,000 per annum + Benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45k + excellent benefits
Posted: 2 days ago
Central London / West End
PAW Associates
Salary: From £25,000 to £35,000 per annum Based on experience +Bonus+Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £90000 - £110000 per annum + bonus
Posted: 6 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £25,000 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: 5 days ago