The table below looks at the statistics for Statistical Analysis skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Statistical Analysis over the 3 months to 28 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 May 2016
Same period 2015 Same period 2014
Statistical Analysis
Rank 700 707 736
Rank change year-on-year
+7 +29
Permanent jobs citing Statistical Analysis 210 260 282
As % of all permanent IT jobs located in the UK 0.21% 0.24% 0.24%
As % of the Processes & Methodologies category 0.24% 0.28% 0.28%
Number of salaries quoted 164 210 217
Median salary £45,000 £47,500 £42,500
Median salary % change year-on-year
-5.26% +11.76%
90% offered a salary of more than £30,000 £25,000 £27,500
10% offered a salary of more than £85,000 £80,000 £70,000
UK excluding London median salary £40,000 £35,000 £36,000
% change year-on-year
+14.28% -2.77%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
87589 93360 100944
As % of all permanent IT jobs located in the UK 87.87% 86.37% 85.34%
Number of salaries quoted 73004 75835 82109
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £75,000 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Statistical Analysis
Jobs Demand Trend

The demand trend of job ads citing Statistical Analysis as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Statistical Analysis Jobs Demand Trend in the UK

Statistical Analysis
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistical Analysis within the UK.

Statistical Analysis Salary Trend in the UK

Statistical Analysis
Salary Histogram

This chart provides a salary histogram for IT jobs citing Statistical Analysis over the 3 months to 28 May 2016 within the UK.

Statistical Analysis Salary Histogram in the UK

Statistical Analysis
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Analysis within the UK over the 3 months to 28 May 2016. 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
(Click see detailed
statistics and trends)
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
England -26 200 £45,000 -10.00% 28
London -7 113 £57,500 -8.00% 15
South East +14 30 £40,000 +29.03% 3
East Midlands +28 23 £35,000 -33.33%
Northamptonshire +28 18 £35,000 -22.22%
Northampton - 18 £35,000 -
North West +18 14 £40,000 +23.07% 3
Manchester -7 11 £40,000 +12.67% 3
City of London +32 10 £62,500 +25.00% 3
Scotland -3 9 £40,000 +37.93% 1
Yorkshire +10 8 £27,500 -15.38% 2
Berkshire +7 7 £50,000 -2.43%
Surrey +5 7 £41,250 +68.36%
Oxfordshire -5 6 £40,000 +23.07% 1
Glasgow -12 6 £30,000 +34.83% 1
West Midlands -29 6 £43,750 -16.66% 3
Hampshire +25 5 £35,000 +12.90% 2
West Yorkshire +9 5 £27,500 -15.38%
Oxford +7 5 £40,000 +23.07%
Leeds +1 5 £27,500 -15.38%
Witney - 5 £40,000 -
Stockport +17 4 £40,000 +33.33% 1
Camberley - 4 £52,500 -
Cheshire +26 3 £27,500 +34.14%
Slough +4 3 £80,000 -5.88%
Milton Keynes +34 2 £37,500 -11.76%
Buckinghamshire +28 2 £37,500 -11.76%
Leicestershire +10 2 £40,500 -32.50%
North Yorkshire +5 2 £19,625 -52.71% 1
South West +3 2 £42,500 +11.84%

Statistical Analysis
Top 30 Related IT Skills

For the 6 months to 28 May 2016, IT jobs citing Statistical Analysis also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Statistical Analysis.

1 255 (56.79%) Analytics
2 243 (54.12%) SQL
3 179 (39.87%) Analytical Skills
4 148 (32.96%) R
5 124 (27.62%) Visualisation
6 123 (27.39%) Business Intelligence
7 122 (27.17%) Python
8 119 (26.50%) Degree
9 113 (25.17%) SAS
10 109 (24.28%) Marketing
11 107 (23.83%) Machine Learning
12 104 (23.16%) Data Mining
13 101 (22.49%) Statistics
14 99 (22.05%) Data Analysis
15 98 (21.83%) Mathematics
16 96 (21.38%) Big Data
17 85 (18.93%) VBA
18 81 (18.04%) Finance
19 77 (17.15%) Data Visualisation
20 76 (16.93%) Hadoop
21 75 (16.70%) Data Analytics
22 69 (15.37%) Computer Science
22 69 (15.37%) JavaScript
23 66 (14.70%) Predictive Modelling
24 62 (13.81%) PhD
25 60 (13.36%) SPSS
26 56 (12.47%) MATLAB
27 55 (12.25%) Microsoft
28 53 (11.80%) Apache Spark
29 52 (11.58%) Java

Statistical Analysis
Top Related IT Skills 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
1 113 (25.17%) SAS
2 53 (11.80%) Apache Spark
3 32 (7.13%) Apache Pig
4 9 (2.00%) Apache
5 4 (0.89%) Apache Solr
6 2 (0.45%) Elasticsearch
6 2 (0.45%) Node.js
6 2 (0.45%) SharePoint
7 1 (0.22%) Exchange Server 2013
7 1 (0.22%) IIS
7 1 (0.22%) JBoss
7 1 (0.22%) Skype for Business
7 1 (0.22%) Tomcat
7 1 (0.22%) WebLogic
Applications
1 60 (13.36%) SPSS
2 41 (9.13%) MS Excel
3 28 (6.24%) MS Office
4 24 (5.35%) MS PowerPoint
5 7 (1.56%) MS Visio
5 7 (1.56%) Spreadsheet
6 6 (1.34%) MS Project
7 2 (0.45%) Stata
Business Applications
1 4 (0.89%) FastStats
2 1 (0.22%) Dynamics CRM
Cloud Services
1 34 (7.57%) Amazon AWS
2 29 (6.46%) Google Analytics
3 28 (6.24%) Microsoft Azure
4 19 (4.23%) Amazon EC2
4 19 (4.23%) Amazon EMR
4 19 (4.23%) Amazon S3
5 4 (0.89%) Google Cloud Platform
6 2 (0.45%) Cloud Computing
6 2 (0.45%) SaaS
7 1 (0.22%) AWS CloudFormation
7 1 (0.22%) AWS Lambda
7 1 (0.22%) PaaS
7 1 (0.22%) SmartFocus
Communications & Networking
1 6 (1.34%) LAN
2 5 (1.11%) Firewall
2 5 (1.11%) SAN
3 4 (0.89%) PPP
3 4 (0.89%) Wi-Fi
3 4 (0.89%) WLAN
4 2 (0.45%) ATM
4 2 (0.45%) DSL
4 2 (0.45%) Ethernet
4 2 (0.45%) GLBP
4 2 (0.45%) HSRP
4 2 (0.45%) ISDN
4 2 (0.45%) MPLS
4 2 (0.45%) TCP/IP
4 2 (0.45%) VRRP
5 1 (0.22%) AMQP
5 1 (0.22%) DNS
5 1 (0.22%) FTP
Database & Business Intelligence
1 104 (23.16%) Data Mining
2 96 (21.38%) Big Data
3 76 (16.93%) Hadoop
4 43 (9.58%) SQL Server
5 38 (8.46%) NoSQL
6 36 (8.02%) MS Access
7 35 (7.80%) Apache Hive
8 34 (7.57%) PostgreSQL
9 33 (7.35%) Relational Database
10 28 (6.24%) Data Warehouse
11 25 (5.57%) Impala
12 24 (5.35%) QlikView
13 23 (5.12%) SQL Server Analysis Services
13 23 (5.12%) SQL Server Integration Services
14 22 (4.90%) Mahout
14 22 (4.90%) SQL Server Reporting Services
15 21 (4.68%) MongoDB
16 20 (4.45%) BusinessObjects
17 19 (4.23%) Neo4j
18 13 (2.90%) OLAP
Development Applications
1 33 (7.35%) Vagrant
2 31 (6.90%) Git (software)
3 17 (3.79%) Jenkins
3 17 (3.79%) Yeoman
4 2 (0.45%) SQL Server Management Studio (SSMS)
4 2 (0.45%) webpack
5 1 (0.22%) Synon
5 1 (0.22%) Talend Open Studio
General
1 109 (24.28%) Marketing
2 81 (18.04%) Finance
3 51 (11.36%) Retail
4 31 (6.90%) Games
4 31 (6.90%) Telecoms
5 23 (5.12%) Banking
6 21 (4.68%) Advertising
7 19 (4.23%) Legal
8 12 (2.67%) Manufacturing
9 9 (2.00%) Law
10 7 (1.56%) Publishing
11 5 (1.11%) Military
12 4 (0.89%) Front Office
12 4 (0.89%) Pharmaceutical
13 2 (0.45%) Back Office
13 2 (0.45%) Billing
13 2 (0.45%) General Ledger
13 2 (0.45%) Investment Banking
14 1 (0.22%) International Banking
14 1 (0.22%) Welsh Language
Job Titles
1 144 (32.07%) Analyst
2 83 (18.49%) Data Scientist
3 77 (17.15%) Developer
4 64 (14.25%) Data Analyst
5 29 (6.46%) Senior Analyst
5 29 (6.46%) Senior Developer
6 24 (5.35%) Insight Analyst
7 20 (4.45%) Information Officer
7 20 (4.45%) Information Security Officer
7 20 (4.45%) Security Officer
8 19 (4.23%) SQL Analyst
9 18 (4.01%) Consultant
10 16 (3.56%) SAS Analyst
11 15 (3.34%) Analytics Consultant
11 15 (3.34%) Senior Data Scientist
11 15 (3.34%) SQL Developer
11 15 (3.34%) Statistical Analyst
12 13 (2.90%) SSAS Developer
12 13 (2.90%) SSIS Developer
12 13 (2.90%) SSRS Developer
Libraries, Frameworks & Software Standards
1 28 (6.24%) Natural Language Processing
2 23 (5.12%) SciPy
3 22 (4.90%) D3.js
3 22 (4.90%) scikit-learn
4 20 (4.45%) Pandas
5 17 (3.79%) .NET
5 17 (3.79%) Cascalog
6 15 (3.34%) Lucene
7 12 (2.67%) MDX
8 10 (2.23%) HTML
9 7 (1.56%) SparkR
10 6 (1.34%) AngularJS
11 4 (0.89%) Middleware
11 4 (0.89%) Twitter Bootstrap
11 4 (0.89%) XML
12 3 (0.67%) JSON
12 3 (0.67%) MLlib
13 2 (0.45%) Browserify
13 2 (0.45%) Kafka
14 1 (0.22%) Protocol Buffers
Miscellaneous
1 179 (39.87%) Analytical Skills
2 124 (27.62%) Visualisation
3 101 (22.49%) Statistics
4 98 (21.83%) Mathematics
5 69 (15.37%) Computer Science
6 35 (7.80%) Algorithms
7 30 (6.68%) Management Information System
8 21 (4.68%) Physics
9 20 (4.45%) Hedge funds
9 20 (4.45%) User Experience
10 12 (2.67%) Credit Risk
10 12 (2.67%) Data Extraction
11 11 (2.45%) Economics
12 10 (2.23%) Online Games
13 9 (2.00%) Artificial Intelligence
13 9 (2.00%) Equities
14 8 (1.78%) Fintech
14 8 (1.78%) Foreign Exchange (FX)
15 6 (1.34%) Mobile Games
15 6 (1.34%) Performance Metrics
Operating Systems
1 18 (4.01%) Linux
2 9 (2.00%) Unix
3 7 (1.56%) Windows
4 6 (1.34%) Apple iOS
5 1 (0.22%) Windows 7
5 1 (0.22%) Windows Server
5 1 (0.22%) Windows Server 2003
5 1 (0.22%) Windows Server 2008
Processes & Methodologies
1 255 (56.79%) Analytics
2 123 (27.39%) Business Intelligence
3 107 (23.83%) Machine Learning
4 99 (22.05%) Data Analysis
5 77 (17.15%) Data Visualisation
6 75 (16.70%) Data Analytics
7 66 (14.70%) Predictive Modelling
8 45 (10.02%) Open Source
9 40 (8.91%) Data Modelling
10 36 (8.02%) Stakeholder Engagement
10 36 (8.02%) Statistical Modelling
11 33 (7.35%) Operations Research
12 31 (6.90%) Campaign Analysis
12 31 (6.90%) Unit Testing
13 29 (6.46%) Big Data Analytics
13 29 (6.46%) Data Munging
13 29 (6.46%) Software Engineering
14 28 (6.24%) Continuous Improvement
14 28 (6.24%) Line Management
15 27 (6.01%) Information Security
Programming Languages
1 243 (54.12%) SQL
2 148 (32.96%) R
3 122 (27.17%) Python
4 85 (18.93%) VBA
5 69 (15.37%) JavaScript
6 56 (12.47%) MATLAB
7 52 (11.58%) Java
8 35 (7.80%) C++
9 31 (6.90%) C#
10 24 (5.35%) Clojure
11 20 (4.45%) Scala
12 17 (3.79%) Bash Shell
13 16 (3.56%) Ruby
14 9 (2.00%) Shell Script
15 6 (1.34%) C
15 6 (1.34%) COBOL
15 6 (1.34%) T-SQL
16 5 (1.11%) Perl
17 4 (0.89%) VB
18 3 (0.67%) VBScript
Qualifications
1 119 (26.50%) Degree
2 62 (13.81%) PhD
3 18 (4.01%) Security Cleared
4 13 (2.90%) SC Cleared
5 11 (2.45%) CISSP
6 6 (1.34%) CISA
6 6 (1.34%) DBS Check
7 5 (1.11%) Postgraduate
8 4 (0.89%) MBA
9 3 (0.67%) ITIL Certification
10 2 (0.45%) CISM
11 1 (0.22%) Six Sigma Black Belt
11 1 (0.22%) Six Sigma Green Belt
Quality Assurance & Compliance
1 43 (9.58%) QA
2 28 (6.24%) ISO/IEC 27001
3 11 (2.45%) ISO27002
4 9 (2.00%) PCI DSS
5 6 (1.34%) Data Quality
6 5 (1.11%) ISO 9001
6 5 (1.11%) ISO22301
7 4 (0.89%) ISO 9000
8 3 (0.67%) SLA
9 2 (0.45%) ISO 14001
10 1 (0.22%) HIPAA
System Software
1 31 (6.90%) VirtualBox
2 17 (3.79%) Docker
3 1 (0.22%) Active Directory
3 1 (0.22%) Firmware
3 1 (0.22%) HDFS
3 1 (0.22%) VMware Infrastructure
Systems Management
1 6 (1.34%) EMC NetWorker
2 3 (0.67%) Hadoop YARN
3 1 (0.22%) Ansible
3 1 (0.22%) Kibana
3 1 (0.22%) Kubernetes
3 1 (0.22%) logstash
3 1 (0.22%) Mesos
3 1 (0.22%) Oozie
3 1 (0.22%) Puppet
Vendors
1 55 (12.25%) Microsoft
2 44 (9.80%) Google
3 36 (8.02%) Tableau
4 19 (4.23%) Hortonworks
5 17 (3.79%) Cloudera
5 17 (3.79%) IBM
5 17 (3.79%) Oracle
6 16 (3.56%) CA
6 16 (3.56%) MicroStrategy
7 7 (1.56%) Cognos
7 7 (1.56%) Minitab
8 6 (1.34%) Twitter
9 5 (1.11%) Netezza
10 4 (0.89%) ServiceNow
11 3 (0.67%) Adobe
11 3 (0.67%) Charles River
11 3 (0.67%) Cisco
12 2 (0.45%) HP
12 2 (0.45%) Intel Security
12 2 (0.45%) Juniper
Stoke-On-Trent, Staffordshire
Uniting Ambition
Salary: £20k - 30k per year + Great Benefits
Posted: Yesterday
UK
Savvy Recruitment
Salary: £60,000 - £70,000 per year
Posted: Yesterday
Romsey, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £45000 per annum + benefits & training
Posted: Yesterday
Oldham, Lancashire
eRecruit Solutions Ltd
Salary: £18000 - £22000 per annum + great benefits
Posted: 18 hours ago
Oxfordshire
Austin Fraser
Salary: £25000.00 per annum
Posted: 3 days ago
City, London
Client Server
Salary: £80k to £110k + bonus + benefits
Posted: Yesterday
London
Client Server
Salary: £80,000 to £110,000 + bonus + benefits
Posted: Yesterday
South Wales
Ampersand Consulting
Salary: £25000 - £30000 per annum
Posted: 4 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £65000 - £90000 per annum
Posted: 5 days ago
London
Oho Group Ltd.
Salary: £25k - 35k per year + Excellent Benefits
Posted: 3 days ago
Basingstoke, Hampshire
People Source Consulting
Salary: £45000 - £60000 per annum + amazing benefits
Posted: 3 days ago
Sheffield
Hays Specialist Recruitment
Salary: £20000.00 - £22937.00 per annum + excellent bens and flexi time
Posted: 11 days ago
London
Explore Recruitment Solutions
Salary: £35000 per annum
Posted: 6 days ago
Manchester
TRG
Salary: 35000-45000 Per Annum + Benefits
Posted: 13 days ago
City, London
Third Republic Ltd
Salary: Up to £110,000 per annum dependant on experience
Posted: 5 days ago
London
Client Server
Salary: £80k to £110k + bonus + benefits
Posted: 8 days ago
London
Venturi
Salary: £50000.00 - £55000.00 per annum + Bonus & Benefits
Posted: 16 days ago
London
Oho Group Ltd.
Salary: Market related
Posted: 3 days ago
London
Explore Recruitment Solutions
Salary: £25000 per annum
Posted: 6 days ago
London
Capgemini
Salary: Competitive
Posted: 11 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £55k DoE
Posted: 8 days ago
Peterborough
Computer Futures
Salary: £40000 - £45000 per annum + competitive
Posted: 26 days ago
London
Client Server
Salary: £80k to £110k + bonus + benefits
Posted: 17 days ago
London
Oho Group Ltd.
Salary: £30k - 45k per year + Bonus and Excellent Benefits
Posted: 3 days ago
Stratford-upon-Avon
Computacenter
Salary: benefits
Posted: 9 days ago
North Yorkshire
Hays Specialist Recruitment
Salary: £21909.00 - £28462.00 per annum + NHS benefits
Posted: 22 days ago
Stockport, Cheshire
Adria Solutions Ltd
Salary: £35000 - £45000 per annum
Posted: 5 days ago
Atherstone, Warwickshire
TNT Global IT
Salary: Unspecified
Posted: 17 days ago
Glasgow
Capita plc
Posted: 12 days ago