The table below looks at the statistics for Statistical Analysis skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Statistical Analysis over the 3 months to 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Statistical Analysis
UK / England
Rank 625 715 723
Rank change year-on-year
+90 +8
Permanent jobs citing Statistical Analysis 190 184 200
As % of all permanent IT jobs located in England 0.24% 0.20% 0.20%
As % of the Processes & Methodologies category 0.27% 0.22% 0.24%
Number of salaries quoted 160 150 148
Median salary £45,000 £52,500 £42,500
Median salary % change year-on-year
-14.28% +23.52%
90% offered a salary of more than £30,500 £27,800 £35,000
10% offered a salary of more than £85,000 £85,000 £80,000
UK excluding London median salary £40,000 £37,000 £42,500
% change year-on-year
+8.10% -12.94%

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
69738 81869 84614
As % of all permanent IT jobs located in England 88.16% 87.70% 86.05%
Number of salaries quoted 57894 68873 70362
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £77,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Statistical Analysis
Jobs Demand Trend in England

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

Statistical Analysis Jobs Demand Trend in England

Statistical Analysis
Salary Trend in England

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

Statistical Analysis Salary Trend in England

Statistical Analysis
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Statistical Analysis across the England region over the 3 months to 20 January 2017.

Statistical Analysis Salary Histogram in England

Statistical Analysis
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Analysis within the England region over the 3 months to 20 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 +46 90 £63,750 -1.92% 22
South East +82 34 £40,000 -5.88% 3
East of England +36 17 £35,088 -33.16% 2
South West +19 17 £45,000 +63.63%
Yorkshire +33 12 £35,000 - 2
North West -8 11 £42,500 +65.04% 1
West Midlands -8 7 £41,500 +50.90% 5
East Midlands +1 2 - -
Statistical Analysis
UK

Statistical Analysis
Top 30 Related IT Skills in England

For the 6 months to 20 January 2017, 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 across the England region with a requirement for Statistical Analysis.

1 186 (46.04%) Analytics
2 161 (39.85%) SQL
3 160 (39.60%) Python
4 144 (35.64%) R
5 138 (34.16%) Analytical Skills
6 127 (31.44%) Finance
7 112 (27.72%) Degree
8 105 (25.99%) Statistics
9 88 (21.78%) Machine Learning
9 88 (21.78%) Computer Science
10 86 (21.29%) SAS
11 84 (20.79%) Mathematics
12 81 (20.05%) Hadoop
13 80 (19.80%) Marketing
14 76 (18.81%) Big Data
15 68 (16.83%) Data Mining
16 64 (15.84%) MS Excel
16 64 (15.84%) Algorithms
17 61 (15.10%) Data Analytics
18 60 (14.85%) Visualisation
19 59 (14.60%) PhD
20 56 (13.86%) Data Analysis
21 54 (13.37%) Apache Spark
22 52 (12.87%) MATLAB
23 49 (12.13%) Business Intelligence
23 49 (12.13%) Predictive Modelling
24 48 (11.88%) Data Quality
24 48 (11.88%) VBA
25 46 (11.39%) Agile Software Development
26 44 (10.89%) SPSS

Statistical Analysis
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 86 (21.29%) SAS
2 54 (13.37%) Apache Spark
3 18 (4.46%) Apache Pig
4 13 (3.22%) Apache
5 9 (2.23%) OpenStack
6 5 (1.24%) Elasticsearch
6 5 (1.24%) Oracle Workflow
6 5 (1.24%) SharePoint
7 3 (0.74%) Confluence
Applications
1 64 (15.84%) MS Excel
2 44 (10.89%) SPSS
3 27 (6.68%) MS Office
4 24 (5.94%) MS PowerPoint
5 9 (2.23%) Stata
6 3 (0.74%) MS Visio
6 3 (0.74%) Spreadsheet
7 2 (0.50%) CPLEX
8 1 (0.25%) EViews
Business Applications
1 6 (1.49%) FastStats
2 4 (0.99%) Data Workbench
2 4 (0.99%) Oracle AML
3 3 (0.74%) Dynamics NAV
4 2 (0.50%) Aareon QL
4 2 (0.50%) Academy Housing
4 2 (0.50%) Dynamics GP
4 2 (0.50%) Exchequer
4 2 (0.50%) MIS ActiveH
4 2 (0.50%) Northgate Housing
4 2 (0.50%) OPENHousing
4 2 (0.50%) Oracle Financials
4 2 (0.50%) Orchard Housing
4 2 (0.50%) Pegasus Opera
4 2 (0.50%) SAP CO
4 2 (0.50%) SAP FI
4 2 (0.50%) SAP FI/CO
4 2 (0.50%) Tesseract
4 2 (0.50%) Unit4 Business World
5 1 (0.25%) Infor SunSystems
Cloud Services
1 27 (6.68%) Amazon AWS
2 18 (4.46%) Google Analytics
3 13 (3.22%) Microsoft Azure
4 7 (1.73%) Amazon EC2
5 6 (1.49%) Amazon EMR
5 6 (1.49%) Amazon S3
6 4 (0.99%) Google Cloud Platform
7 3 (0.74%) Adobe Analytics
8 2 (0.50%) AWS Lambda
9 1 (0.25%) AdWords
9 1 (0.25%) Amazon Kinesis
9 1 (0.25%) DigitalOcean
9 1 (0.25%) Google Play
9 1 (0.25%) Google Tag Manager
9 1 (0.25%) IBM Cloud
9 1 (0.25%) Office 365
Communications & Networking
1 11 (2.72%) ATM
2 10 (2.48%) DSL
2 10 (2.48%) Ethernet
2 10 (2.48%) GLBP
2 10 (2.48%) HSRP
2 10 (2.48%) ISDN
2 10 (2.48%) LAN
2 10 (2.48%) MPLS
2 10 (2.48%) VRRP
3 6 (1.49%) Cisco ASA
3 6 (1.49%) Firewall
3 6 (1.49%) SAN
4 5 (1.24%) MIMO
4 5 (1.24%) OFDM
4 5 (1.24%) Wireless
5 3 (0.74%) Internet
6 2 (0.50%) PABX
7 1 (0.25%) SMS
Database & Business Intelligence
1 81 (20.05%) Hadoop
2 76 (18.81%) Big Data
3 68 (16.83%) Data Mining
4 40 (9.90%) Relational Database
5 39 (9.65%) SQL Server
6 29 (7.18%) MySQL
7 25 (6.19%) Apache Hive
7 25 (6.19%) Data Warehouse
8 18 (4.46%) MongoDB
9 16 (3.96%) QlikView
10 15 (3.71%) NoSQL
11 14 (3.47%) Impala
11 14 (3.47%) PostgreSQL
11 14 (3.47%) SQL Server Integration Services
12 13 (3.22%) Spotfire
13 11 (2.72%) Neo4j
14 9 (2.23%) Amazon Redshift
14 9 (2.23%) Text Mining
15 8 (1.98%) GIS
15 8 (1.98%) SQL Server Reporting Services
Development Applications
1 10 (2.48%) Vagrant
2 7 (1.73%) Git (software)
3 6 (1.49%) Jenkins
3 6 (1.49%) webpack
3 6 (1.49%) Yeoman
4 4 (0.99%) Talend Open Studio
5 3 (0.74%) JMeter
5 3 (0.74%) LoadRunner
6 2 (0.50%) SQL Server Management Studio (SSMS)
7 1 (0.25%) Bugzilla
7 1 (0.25%) JIRA
General
1 127 (31.44%) Finance
2 80 (19.80%) Marketing
3 35 (8.66%) Banking
4 19 (4.70%) Front Office
4 19 (4.70%) Retail
5 15 (3.71%) Telecoms
6 13 (3.22%) Advertising
7 11 (2.72%) Games
8 10 (2.48%) Pharmaceutical
9 7 (1.73%) Investment Banking
10 6 (1.49%) Automotive
10 6 (1.49%) Financial Institution
10 6 (1.49%) Manufacturing
11 4 (0.99%) Electronics
11 4 (0.99%) Law
12 3 (0.74%) Legal
12 3 (0.74%) Mandarin Language
12 3 (0.74%) Publishing
13 2 (0.50%) French Language
13 2 (0.50%) German Language
Job Titles
1 128 (31.68%) Analyst
2 99 (24.50%) Data Scientist
3 54 (13.37%) Developer
4 50 (12.38%) Data Analyst
5 31 (7.67%) Senior Data Scientist
6 25 (6.19%) Consultant
7 19 (4.70%) Senior Analyst
8 15 (3.71%) Quantitative Developer
8 15 (3.71%) SQL Analyst
9 14 (3.47%) Insight Analyst
10 13 (3.22%) Data Engineer
10 13 (3.22%) Python Developer
10 13 (3.22%) SQL Data Analyst
10 13 (3.22%) Statistical Analyst
11 12 (2.97%) SAS Analyst
12 11 (2.72%) Analytics Manager
12 11 (2.72%) C++ Developer
13 10 (2.48%) Analytics Consultant
13 10 (2.48%) NOC Technician
13 10 (2.48%) Senior Consultant
Libraries, Frameworks & Software Standards
1 16 (3.96%) HTML
2 13 (3.22%) CSS
3 11 (2.72%) Natural Language Processing
4 10 (2.48%) HTML5
5 9 (2.23%) Pandas
6 8 (1.98%) Node.js
6 8 (1.98%) React
7 7 (1.73%) D3.js
7 7 (1.73%) scikit-learn
7 7 (1.73%) SciPy
8 6 (1.49%) Backbone.js
8 6 (1.49%) Browserify
8 6 (1.49%) Cascalog
8 6 (1.49%) jQuery
8 6 (1.49%) Marionette.js
8 6 (1.49%) RequireJS
9 5 (1.24%) Web Services
10 4 (0.99%) .NET
10 4 (0.99%) LAMP
10 4 (0.99%) Lucene
Miscellaneous
1 138 (34.16%) Analytical Skills
2 105 (25.99%) Statistics
3 88 (21.78%) Computer Science
4 84 (20.79%) Mathematics
5 64 (15.84%) Algorithms
6 60 (14.85%) Visualisation
7 34 (8.42%) Physics
8 21 (5.20%) Economics
9 19 (4.70%) Data Extraction
10 12 (2.97%) Data Structures
11 10 (2.48%) Neural Network
12 8 (1.98%) Credit Risk
13 7 (1.73%) Data Centre
13 7 (1.73%) User Experience
14 6 (1.49%) Foreign Exchange (FX)
14 6 (1.49%) Hedge funds
14 6 (1.49%) Private Cloud
14 6 (1.49%) Social Media
15 5 (1.24%) Digital Media
15 5 (1.24%) Management Information System
Operating Systems
1 28 (6.93%) Linux
2 17 (4.21%) Unix
3 12 (2.97%) Windows
4 1 (0.25%) Android
4 1 (0.25%) Apple iOS
Processes & Methodologies
1 186 (46.04%) Analytics
2 88 (21.78%) Machine Learning
3 61 (15.10%) Data Analytics
4 56 (13.86%) Data Analysis
5 49 (12.13%) Business Intelligence
5 49 (12.13%) Predictive Modelling
6 46 (11.39%) Agile Software Development
7 32 (7.92%) Data Modelling
8 27 (6.68%) Time Series Analysis
9 26 (6.44%) ETL
9 26 (6.44%) Statistical Modelling
10 25 (6.19%) Data Architecture
10 25 (6.19%) Open Source
10 25 (6.19%) Operations Research
11 24 (5.94%) SDLC
12 23 (5.69%) Data Visualisation
12 23 (5.69%) E-Commerce
13 22 (5.45%) Validation
14 21 (5.20%) Continuous Improvement
14 21 (5.20%) Risk Management
Programming Languages
1 161 (39.85%) SQL
2 160 (39.60%) Python
3 144 (35.64%) R
4 52 (12.87%) MATLAB
5 48 (11.88%) VBA
6 42 (10.40%) C++
7 28 (6.93%) JavaScript
8 25 (6.19%) Java
9 22 (5.45%) C
9 22 (5.45%) Scala
10 18 (4.46%) C#
11 12 (2.97%) Shell Script
12 9 (2.23%) Bash Shell
12 9 (2.23%) Perl
13 8 (1.98%) Clojure
14 6 (1.49%) Cypher
14 6 (1.49%) Ruby
15 5 (1.24%) T-SQL
15 5 (1.24%) VB
16 2 (0.50%) ES6
Qualifications
1 112 (27.72%) Degree
2 59 (14.60%) PhD
3 15 (3.71%) Security Cleared
4 10 (2.48%) CISA
4 10 (2.48%) SC Cleared
5 9 (2.23%) CISM
5 9 (2.23%) CISSP
6 6 (1.49%) CCNA
6 6 (1.49%) Cisco Certification
6 6 (1.49%) MCSE
6 6 (1.49%) Microsoft Certification
7 3 (0.74%) MBA
8 1 (0.25%) CRISC
Quality Assurance & Compliance
1 48 (11.88%) Data Quality
2 18 (4.46%) QA
3 9 (2.23%) ISO/IEC 27001
4 5 (1.24%) COBIT
5 3 (0.74%) GDPR
6 2 (0.50%) GCP
6 2 (0.50%) GLP
6 2 (0.50%) ISO 9001
7 1 (0.25%) ISO27002
System Software
1 10 (2.48%) Virtual Machines
2 7 (1.73%) VirtualBox
3 6 (1.49%) Active Directory
3 6 (1.49%) Forefront TMG
3 6 (1.49%) Hyper-V
3 6 (1.49%) ISA Server
3 6 (1.49%) UAG
3 6 (1.49%) Virtual Servers
3 6 (1.49%) VMware Infrastructure
4 4 (0.99%) Docker
5 2 (0.50%) HDFS
Vendors
1 41 (10.15%) Microsoft
2 28 (6.93%) Tableau
3 26 (6.44%) Oracle
4 21 (5.20%) Google
5 16 (3.96%) Cisco
6 11 (2.72%) VMware
7 10 (2.48%) Juniper
8 9 (2.23%) Adobe
8 9 (2.23%) IBM
9 8 (1.98%) Netezza
10 7 (1.73%) Actimize
10 7 (1.73%) Cloudera
11 6 (1.49%) Dell
11 6 (1.49%) HP
11 6 (1.49%) Lavastorm
11 6 (1.49%) Norkom
11 6 (1.49%) Teradata
12 5 (1.24%) Serena
12 5 (1.24%) Sun
12 5 (1.24%) TIBCO
Reading
Oracle
Salary: Competitive
Posted: 18 hours ago
London
Salt
Salary: £45000 - £55000 per annum + Benefits + Bonus
Posted: Yesterday
West Sussex
Creative Personnel
Salary: £28000 - £32000 per annum
Posted: Yesterday
Coventry, West Midlands (County)
Matt Burton Associates Ltd
Salary: £23k - 30k per year + Benefits
Posted: 2 days ago
London
HFG
Salary: £35000 - £65000 per annum
Posted: 4 days ago
London
Computer Futures
Salary: £55000 - £70000 per annum + competitive
Posted: 3 days ago
London
Lawrence Harvey Enterprise
Salary: £45000.00 - £125000 per annum + excellent bonus + bens
Posted: 3 days ago
London
Computer Futures
Salary: £75000 per annum + competitive
Posted: 5 days ago
City, London
Evolution Recruitment Solutions
Salary: 55000 - 70000 + excellent benefits
Posted: 4 days ago
West London
Anonymous recruiter
Salary: Excellent salary + benefits
Posted: 2 days ago
Leeds
Churchill Frank
Salary: £30000 - £40000 per annum + Bonus
Posted: 4 days ago
Windsor, Berkshire
ANSON MCCADE
Salary: Competitive
Posted: 2 days ago
London
Explore Recruitment Solutions
Salary: £30000 - £40000 per annum
Posted: 2 days ago
Royston, Hertfordshire
Hotel Chocolat
Salary: £competitive + Bonus + Bens
Posted: 2 days ago
City, London
Client Server
Salary: £90k to £110k + bonus (c100%)
Posted: 4 days ago
Kingston Upon Thames, Surrey
First Point
Salary: £40000.00 - £50000.00 per annum
Posted: 4 days ago
Manchester
Robert Walters UK
Salary: £45000 - £55000 per annum
Posted: 7 days ago
Letchworth
Vinehouse Essential Ltd
Salary: £40,000 - £50,000 per year
Posted: 9 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 3 days ago
London
Client Server
Salary: £90000 - £110000 per annum + bonus (c100%)
Posted: 4 days ago
London
Explore Recruitment Solutions
Salary: £20000 - £26000 per annum
Posted: 2 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 3 days ago
Birmingham
Interquest - Korus Group - Brighton
Salary: £25000 - £37000 per annum
Posted: 16 days ago
London
Coal IT Services
Salary: From £40,000 to £45,000 per annum plus excellent benefits / bonus
Posted: Yesterday
Birmingham
Intouch Games
Salary: £35000 - £40000 per annum + benefits (inc flexi hrs)
Posted: 8 days ago
Halesowen, West Midlands (County)
In touch games
Salary: £35000 - £40000 per annum + benefits (inc flexi hrs)
Posted: 8 days ago
London
Hays London City Cheapside
Salary: £35000.00 - £40000.00 per annum
Posted: 16 days ago
London
Huxley
Salary: £65000 - £80000 per annum + bonus + bens
Posted: 12 days ago
London
Huxley
Salary: £75000 - £120000 per annum + competitive
Posted: 14 days ago
Atherstone, Warwickshire
TNT Global IT
Posted: 16 days ago