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 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Statistical Analysis
Rank 654 713 781
Rank change year-on-year
+59 +68
Permanent jobs citing Statistical Analysis 208 210 180
As % of all permanent IT jobs located in England 0.24% 0.21% 0.17%
As % of the Processes & Methodologies category 0.27% 0.24% 0.20%
Number of salaries quoted 172 169 134
Median salary £45,000 £52,500 £50,000
Median salary % change year-on-year
-14.28% +5.00%
90% offered a salary of more than £25,000 £30,000 £29,359
10% offered a salary of more than £86,500 £90,000 £76,500
UK excluding London median salary £37,500 £37,000 £40,000
% change year-on-year
+1.35% -7.50%
Statistical Analysis
UK

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
75860 87138 91075
As % of all permanent IT jobs located in England 88.10% 87.52% 85.69%
Number of salaries quoted 63064 72784 75492
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 £72,500 £75,000
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 6 December 2016.

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 6 December 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
London +33 113 £70,000 +16.66% 24
South East +80 35 £40,000 -11.11% 2
Yorkshire +29 15 £37,500 +3.44% 4
East of England +24 13 £35,000 -30.00% 4
North West -8 13 £34,000 +51.11% 2
South West +10 8 £25,729 -39.46%
West Midlands -28 8 £33,250 +22.01% 2
East Midlands -5 3 £45,000 +20.00%
Statistical Analysis
UK

Statistical Analysis
Top 30 Related IT Skills in England

For the 6 months to 6 December 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 across the England region with a requirement for Statistical Analysis.

1 211 (51.72%) Analytics
2 178 (43.63%) SQL
3 170 (41.67%) Python
4 156 (38.24%) R
5 139 (34.07%) Analytical Skills
6 133 (32.60%) Finance
7 114 (27.94%) Degree
8 112 (27.45%) Statistics
9 108 (26.47%) Machine Learning
10 90 (22.06%) Big Data
11 86 (21.08%) Hadoop
11 86 (21.08%) Mathematics
11 86 (21.08%) Computer Science
12 82 (20.10%) Data Analysis
13 80 (19.61%) SAS
14 79 (19.36%) Data Analytics
15 78 (19.12%) Data Mining
16 77 (18.87%) Marketing
17 67 (16.42%) Visualisation
18 65 (15.93%) PhD
19 63 (15.44%) Apache Spark
20 62 (15.20%) MS Excel
21 58 (14.22%) Algorithms
22 56 (13.73%) Business Intelligence
23 52 (12.75%) VBA
24 50 (12.25%) MATLAB
24 50 (12.25%) Data Quality
25 49 (12.01%) C++
26 48 (11.76%) Microsoft
27 46 (11.27%) Predictive Modelling

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 80 (19.61%) SAS
2 63 (15.44%) Apache Spark
3 19 (4.66%) Apache Pig
4 14 (3.43%) Apache
5 4 (0.98%) SharePoint
6 3 (0.74%) Elasticsearch
7 2 (0.49%) OpenStack
Applications
1 62 (15.20%) MS Excel
2 44 (10.78%) SPSS
3 28 (6.86%) MS Office
4 23 (5.64%) MS PowerPoint
5 12 (2.94%) Stata
6 9 (2.21%) MS Visio
7 7 (1.72%) Spreadsheet
8 4 (0.98%) MS Project
9 2 (0.49%) CPLEX
9 2 (0.49%) EViews
10 1 (0.25%) S-PLUS
Business Applications
1 6 (1.47%) FastStats
2 4 (0.98%) Data Workbench
2 4 (0.98%) Dynamics NAV
3 3 (0.74%) Oracle AML
4 2 (0.49%) Aareon QL
4 2 (0.49%) Dynamics AX
4 2 (0.49%) Dynamics GP
4 2 (0.49%) Epicor Tropos
4 2 (0.49%) Exchequer
4 2 (0.49%) Infor M3
4 2 (0.49%) Infor SunSystems
4 2 (0.49%) MIS ActiveH
4 2 (0.49%) Northgate Housing
4 2 (0.49%) OPENHousing
4 2 (0.49%) Oracle Financials
4 2 (0.49%) Orchard Housing
4 2 (0.49%) Pegasus Opera
4 2 (0.49%) SAP Business One
4 2 (0.49%) SAP FI
4 2 (0.49%) Unit4 Business World
Cloud Services
1 30 (7.35%) Amazon AWS
2 20 (4.90%) Microsoft Azure
3 16 (3.92%) Google Analytics
4 12 (2.94%) Amazon EC2
5 11 (2.70%) Amazon EMR
5 11 (2.70%) Amazon S3
6 4 (0.98%) IBM Cloud
7 3 (0.74%) Adobe Analytics
8 2 (0.49%) AWS Lambda
8 2 (0.49%) Google Cloud Platform
9 1 (0.25%) AdWords
9 1 (0.25%) Amazon Kinesis
9 1 (0.25%) Google Play
9 1 (0.25%) Google Tag Manager
9 1 (0.25%) Office 365
9 1 (0.25%) PaaS
Communications & Networking
1 11 (2.70%) ATM
2 10 (2.45%) DSL
2 10 (2.45%) Ethernet
2 10 (2.45%) GLBP
2 10 (2.45%) HSRP
2 10 (2.45%) ISDN
2 10 (2.45%) LAN
2 10 (2.45%) MPLS
2 10 (2.45%) VRRP
3 6 (1.47%) Cisco ASA
3 6 (1.47%) Firewall
3 6 (1.47%) SAN
4 4 (0.98%) Internet
5 1 (0.25%) MIMO
5 1 (0.25%) OFDM
5 1 (0.25%) SMS
5 1 (0.25%) Wireless
Database & Business Intelligence
1 90 (22.06%) Big Data
2 86 (21.08%) Hadoop
3 78 (19.12%) Data Mining
4 40 (9.80%) SQL Server
5 35 (8.58%) Relational Database
6 30 (7.35%) Apache Hive
7 22 (5.39%) MySQL
8 21 (5.15%) Data Warehouse
8 21 (5.15%) PostgreSQL
9 18 (4.41%) Impala
9 18 (4.41%) MongoDB
10 17 (4.17%) QlikView
11 13 (3.19%) Neo4j
11 13 (3.19%) Spotfire
12 12 (2.94%) Mahout
12 12 (2.94%) SQL Server Integration Services
13 9 (2.21%) NoSQL
13 9 (2.21%) Text Mining
14 8 (1.96%) Amazon Redshift
14 8 (1.96%) SQL Server 2012
Development Applications
1 22 (5.39%) Vagrant
2 15 (3.68%) Git (software)
3 11 (2.70%) Jenkins
3 11 (2.70%) Yeoman
4 6 (1.47%) webpack
5 3 (0.74%) JMeter
5 3 (0.74%) LoadRunner
6 2 (0.49%) SQL Server Management Studio (SSMS)
6 2 (0.49%) Talend Open Studio
7 1 (0.25%) Bugzilla
7 1 (0.25%) JIRA
General
1 133 (32.60%) Finance
2 77 (18.87%) Marketing
3 37 (9.07%) Banking
4 31 (7.60%) Retail
5 24 (5.88%) Front Office
6 20 (4.90%) Advertising
7 14 (3.43%) Games
8 13 (3.19%) Telecoms
9 10 (2.45%) Manufacturing
10 9 (2.21%) Legal
11 8 (1.96%) Investment Banking
12 7 (1.72%) Pharmaceutical
13 5 (1.23%) Law
14 4 (0.98%) Financial Institution
15 3 (0.74%) Electronics
15 3 (0.74%) Mandarin Language
15 3 (0.74%) Publishing
16 2 (0.49%) French Language
16 2 (0.49%) German Language
16 2 (0.49%) Retail Banking
Job Titles
1 120 (29.41%) Analyst
2 110 (26.96%) Data Scientist
3 56 (13.73%) Developer
4 54 (13.24%) Data Analyst
5 33 (8.09%) Senior Data Scientist
6 29 (7.11%) Consultant
7 23 (5.64%) Quantitative Developer
8 19 (4.66%) C++ Developer
9 17 (4.17%) Senior Analyst
10 16 (3.92%) C++ Quantitative Developer
11 14 (3.43%) Python Developer
11 14 (3.43%) SQL Analyst
12 13 (3.19%) Analytics Consultant
12 13 (3.19%) C# Developer
12 13 (3.19%) SAS Analyst
13 12 (2.94%) Data Consultant
13 12 (2.94%) SQL Data Analyst
14 11 (2.70%) Data Analytics Consultant
14 11 (2.70%) Insight Analyst
14 11 (2.70%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 17 (4.17%) Natural Language Processing
2 16 (3.92%) Pandas
3 13 (3.19%) SciPy
4 12 (2.94%) D3.js
5 11 (2.70%) Cascalog
5 11 (2.70%) Lucene
5 11 (2.70%) scikit-learn
6 10 (2.45%) HTML
7 8 (1.96%) Node.js
7 8 (1.96%) React
8 7 (1.72%) Boost C++ Libraries
8 7 (1.72%) CSS
8 7 (1.72%) STL
9 6 (1.47%) .NET
9 6 (1.47%) Backbone.js
9 6 (1.47%) Browserify
9 6 (1.47%) jQuery
9 6 (1.47%) Marionette.js
9 6 (1.47%) RequireJS
10 5 (1.23%) HTML5
Miscellaneous
1 139 (34.07%) Analytical Skills
2 112 (27.45%) Statistics
3 86 (21.08%) Computer Science
3 86 (21.08%) Mathematics
4 67 (16.42%) Visualisation
5 58 (14.22%) Algorithms
6 41 (10.05%) Physics
7 20 (4.90%) Economics
8 17 (4.17%) Data Extraction
8 17 (4.17%) Management Information System
9 12 (2.94%) Neural Network
10 9 (2.21%) Data Structures
10 9 (2.21%) Derivative
11 8 (1.96%) Credit Risk
11 8 (1.96%) CUDA
11 8 (1.96%) Foreign Exchange (FX)
12 7 (1.72%) Artificial Intelligence
12 7 (1.72%) Fintech
12 7 (1.72%) Hedge funds
13 6 (1.47%) Private Cloud
Operating Systems
1 17 (4.17%) Linux
2 13 (3.19%) Windows
3 9 (2.21%) Unix
4 1 (0.25%) Android
4 1 (0.25%) Apple iOS
Processes & Methodologies
1 211 (51.72%) Analytics
2 108 (26.47%) Machine Learning
3 82 (20.10%) Data Analysis
4 79 (19.36%) Data Analytics
5 56 (13.73%) Business Intelligence
6 46 (11.27%) Predictive Modelling
7 33 (8.09%) Data Modelling
8 32 (7.84%) Agile Software Development
8 32 (7.84%) Open Source
9 30 (7.35%) Time Series Analysis
10 29 (7.11%) ETL
11 28 (6.86%) E-Commerce
12 27 (6.62%) Statistical Modelling
13 26 (6.37%) Data Visualisation
14 25 (6.13%) Data Architecture
15 23 (5.64%) SDLC
16 22 (5.39%) Software Engineering
16 22 (5.39%) Unit Testing
17 21 (5.15%) Big Data Analytics
18 20 (4.90%) Data Governance
Programming Languages
1 178 (43.63%) SQL
2 170 (41.67%) Python
3 156 (38.24%) R
4 52 (12.75%) VBA
5 50 (12.25%) MATLAB
6 49 (12.01%) C++
7 31 (7.60%) Java
8 26 (6.37%) C#
9 25 (6.13%) JavaScript
10 19 (4.66%) Scala
11 17 (4.17%) C
12 13 (3.19%) Bash Shell
12 13 (3.19%) Clojure
13 11 (2.70%) Cypher
14 9 (2.21%) Shell Script
15 8 (1.96%) Ruby
16 5 (1.23%) T-SQL
17 2 (0.49%) ES6
17 2 (0.49%) Perl
17 2 (0.49%) VB
Qualifications
1 114 (27.94%) Degree
2 65 (15.93%) PhD
3 17 (4.17%) Security Cleared
4 14 (3.43%) SC Cleared
5 9 (2.21%) CISA
6 8 (1.96%) CISM
6 8 (1.96%) CISSP
7 6 (1.47%) CCNA
7 6 (1.47%) Cisco Certification
7 6 (1.47%) MCSE
7 6 (1.47%) Microsoft Certification
8 3 (0.74%) MBA
9 2 (0.49%) Six Sigma Green Belt
10 1 (0.25%) CRISC
Quality Assurance & Compliance
1 50 (12.25%) Data Quality
2 20 (4.90%) QA
3 15 (3.68%) ISO/IEC 27001
4 7 (1.72%) ISO27002
5 4 (0.98%) COBIT
6 2 (0.49%) GCP
6 2 (0.49%) GLP
7 1 (0.25%) ISO20022
System Software
1 22 (5.39%) Virtual Machines
2 15 (3.68%) VirtualBox
3 11 (2.70%) Docker
4 6 (1.47%) Active Directory
4 6 (1.47%) Forefront TMG
4 6 (1.47%) Hyper-V
4 6 (1.47%) ISA Server
4 6 (1.47%) UAG
4 6 (1.47%) Virtual Servers
4 6 (1.47%) VMware Infrastructure
5 1 (0.25%) HDFS
Systems Management
1 1 (0.25%) MOM
Vendors
1 48 (11.76%) Microsoft
2 30 (7.35%) Tableau
3 19 (4.66%) Google
3 19 (4.66%) Oracle
4 16 (3.92%) Cisco
5 14 (3.43%) Cloudera
6 13 (3.19%) IBM
7 11 (2.70%) Hortonworks
8 10 (2.45%) Juniper
9 9 (2.21%) Adobe
9 9 (2.21%) CA
10 7 (1.72%) Netezza
11 6 (1.47%) Actimize
11 6 (1.47%) Dell
11 6 (1.47%) HP
11 6 (1.47%) Lavastorm
11 6 (1.47%) Minitab
11 6 (1.47%) Norkom
11 6 (1.47%) Teradata
11 6 (1.47%) VMware
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Salary: £90k to £110k + bonus (c100%)
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Salary: £35000 - £40000 per annum + benefits
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Central London / West End
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Salary: From £40,000 to £50,000 per annum depending on experience
Posted: 4 days ago
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Salary: £55000 - £70000 per annum + competitive
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Salary: £20000.00 - £30000.00 per annum
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Salary: £25,000 - £35,000 per year
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Salary: £40000 - £50000 per annum + Benefits
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Salary: From £70,000 to £75,000 per annum + Bonus/Benefits
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London
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Cambridge
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London
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Salary: From £60,000 to £70,000 per annum + Bonus/Benefits
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London
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Salary: £45000 - £55000 per annum + Bonus + Pension + Benefits
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