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 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Statistical Analysis
UK
Rank 665 706 757
Rank change year-on-year
+41 +51
Permanent jobs citing Statistical Analysis 186 235 196
As % of all permanent IT jobs located in the UK 0.22% 0.23% 0.18%
As % of the Processes & Methodologies category 0.25% 0.26% 0.21%
Number of salaries quoted 145 184 157
Median salary £45,000 £52,500 £45,000
Median salary % change year-on-year
-14.28% +16.66%
90% offered a salary of more than £33,400 £30,000 £32,500
10% offered a salary of more than £78,000 £85,000 £80,250
UK excluding London median salary £44,000 £37,000 £42,500
% change year-on-year
+18.91% -12.94%

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
73681 89754 91723
As % of all permanent IT jobs located in the UK 88.31% 87.72% 86.20%
Number of salaries quoted 60610 74516 75182
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 £32,500 £31,500
10% offered a salary of more than £77,500 £73,000 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 19 February 2017 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 19 February 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
England +65 171 £47,250 -10.00% 31
London +13 83 £65,000 +8.33% 18
South East +72 22 £45,750 +10.90% 3
City of London +36 20 £70,000 +21.73% 5
South West +33 18 £45,000 +63.63% 1
East of England +37 17 £36,294 -36.88% 1
North West +1 14 £50,000 +72.41% 2
West Midlands +23 10 £37,000 +34.54% 3
Manchester -17 10 £50,000 +69.49% 1
Exeter - 10 £45,000 -
Devon - 10 £45,000 -
Cambridgeshire +17 8 £35,088 -33.16%
Cambridge - 8 £35,088 -
Scotland +22 7 £44,500 +18.66% 4
Berkshire +53 6 £58,750 +58.78%
Bristol - 6 £57,500 -
West Yorkshire +31 5 £35,000 +27.27% 2
Yorkshire +30 5 £35,000 +16.66% 2
Kent - 5 £46,750 -
Warwickshire +35 4 £36,500 - 1
Bedfordshire +20 4 £44,000 -44.30%
Coventry +18 4 £41,500 -10.27% 1
South Wales +17 4 £50,000 -
Wales +9 4 £50,000 -
Edinburgh +6 4 - - 4
Essex - 4 - -
Leighton Buzzard - 4 £44,000 -
Surrey +49 3 £65,000 +52.94%
Hampshire +23 3 £22,500 -39.18% 1
Leeds +22 3 £35,000 +27.27% 1

Statistical Analysis
Top 30 Related IT Skills

For the 6 months to 19 February 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 with a requirement for Statistical Analysis.

1 163 (40.95%) SQL
2 161 (40.45%) Analytics
3 146 (36.68%) Python
4 140 (35.18%) Analytical Skills
5 130 (32.66%) R
6 124 (31.16%) Degree
7 123 (30.90%) Finance
8 106 (26.63%) Statistics
9 91 (22.86%) SAS
10 87 (21.86%) Marketing
11 86 (21.61%) Computer Science
12 81 (20.35%) Mathematics
13 77 (19.35%) Machine Learning
14 72 (18.09%) Hadoop
15 71 (17.84%) MS Excel
16 66 (16.58%) Big Data
17 65 (16.33%) Algorithms
18 61 (15.33%) Visualisation
18 61 (15.33%) PhD
19 60 (15.08%) Data Mining
20 59 (14.82%) Data Analysis
21 52 (13.07%) VBA
22 51 (12.81%) MATLAB
22 51 (12.81%) Data Analytics
23 50 (12.56%) Predictive Modelling
24 48 (12.06%) Microsoft
25 47 (11.81%) Business Intelligence
26 42 (10.55%) SPSS
26 42 (10.55%) Data Quality
26 42 (10.55%) Apache Spark

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 91 (22.86%) SAS
2 42 (10.55%) Apache Spark
3 16 (4.02%) Apache Pig
4 9 (2.26%) Apache
4 9 (2.26%) OpenStack
5 6 (1.51%) SharePoint
6 5 (1.26%) Elasticsearch
6 5 (1.26%) Oracle Workflow
7 4 (1.01%) ArcGIS
8 3 (0.75%) Confluence
9 1 (0.25%) IIS
Applications
1 71 (17.84%) MS Excel
2 42 (10.55%) SPSS
3 32 (8.04%) MS Office
4 28 (7.04%) MS PowerPoint
5 10 (2.51%) Stata
6 5 (1.26%) MS Visio
7 3 (0.75%) Spreadsheet
8 2 (0.50%) EViews
8 2 (0.50%) MS Project
Business Applications
1 6 (1.51%) FastStats
2 4 (1.01%) Data Workbench
3 2 (0.50%) Aareon QL
3 2 (0.50%) Academy Housing
3 2 (0.50%) Dynamics GP
3 2 (0.50%) Dynamics NAV
3 2 (0.50%) Exchequer
3 2 (0.50%) Kypera Housing
3 2 (0.50%) MIS ActiveH
3 2 (0.50%) Northgate Housing
3 2 (0.50%) OPENHousing
3 2 (0.50%) Oracle Financials
3 2 (0.50%) Orchard Housing
3 2 (0.50%) Pegasus Opera
3 2 (0.50%) SAP CO
3 2 (0.50%) SAP FI
3 2 (0.50%) SAP FI/CO
3 2 (0.50%) SAP Oil and Gas
3 2 (0.50%) Unit4 Business World
4 1 (0.25%) NetSuite
Cloud Services
1 22 (5.53%) Amazon AWS
2 17 (4.27%) Google Analytics
3 9 (2.26%) Microsoft Azure
4 6 (1.51%) Amazon EC2
5 5 (1.26%) Amazon EMR
5 5 (1.26%) Amazon S3
6 4 (1.01%) Google Cloud Platform
7 3 (0.75%) 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 Tag Manager
9 1 (0.25%) IBM Cloud
9 1 (0.25%) Office 365
Communications & Networking
1 11 (2.76%) ATM
1 11 (2.76%) LAN
2 10 (2.51%) DSL
2 10 (2.51%) Ethernet
2 10 (2.51%) GLBP
2 10 (2.51%) HSRP
2 10 (2.51%) ISDN
2 10 (2.51%) MPLS
2 10 (2.51%) VRRP
3 6 (1.51%) Cisco ASA
3 6 (1.51%) Firewall
3 6 (1.51%) SAN
4 5 (1.26%) MIMO
4 5 (1.26%) OFDM
4 5 (1.26%) Wireless
5 3 (0.75%) PABX
6 2 (0.50%) Internet
7 1 (0.25%) FTP
7 1 (0.25%) HTTP
7 1 (0.25%) SMS
Database & Business Intelligence
1 72 (18.09%) Hadoop
2 66 (16.58%) Big Data
3 60 (15.08%) Data Mining
4 36 (9.05%) Relational Database
5 33 (8.29%) SQL Server
6 28 (7.04%) MySQL
7 27 (6.78%) Data Warehouse
8 23 (5.78%) Apache Hive
9 17 (4.27%) QlikView
10 16 (4.02%) MongoDB
10 16 (4.02%) NoSQL
11 14 (3.52%) SQL Server Integration Services
12 13 (3.27%) PostgreSQL
13 12 (3.02%) GIS
13 12 (3.02%) Impala
13 12 (3.02%) Spotfire
14 11 (2.76%) Neo4j
15 10 (2.51%) SQL Server Reporting Services
16 9 (2.26%) SQL Server Analysis Services
17 8 (2.01%) Mahout
Development Applications
1 7 (1.76%) Git (software)
1 7 (1.76%) Vagrant
2 5 (1.26%) Jenkins
2 5 (1.26%) Yeoman
3 4 (1.01%) Talend Open Studio
4 3 (0.75%) JMeter
4 3 (0.75%) LoadRunner
4 3 (0.75%) webpack
5 2 (0.50%) SQL Server Management Studio (SSMS)
6 1 (0.25%) Visual Studio
General
1 123 (30.90%) Finance
2 87 (21.86%) Marketing
3 28 (7.04%) Banking
4 18 (4.52%) Telecoms
5 15 (3.77%) Front Office
6 14 (3.52%) Advertising
6 14 (3.52%) Retail
7 10 (2.51%) Pharmaceutical
8 9 (2.26%) Games
8 9 (2.26%) Manufacturing
9 6 (1.51%) Automotive
9 6 (1.51%) Electronics
9 6 (1.51%) Financial Institution
9 6 (1.51%) Investment Banking
10 3 (0.75%) Law
10 3 (0.75%) Legal
10 3 (0.75%) Mandarin Language
10 3 (0.75%) Publishing
11 2 (0.50%) Back Office
11 2 (0.50%) Billing
Job Titles
1 137 (34.42%) Analyst
2 86 (21.61%) Data Scientist
3 55 (13.82%) Data Analyst
4 39 (9.80%) Developer
5 27 (6.78%) Senior Data Scientist
6 25 (6.28%) Consultant
7 21 (5.28%) Senior Analyst
8 19 (4.77%) Data Engineer
9 15 (3.77%) Insight Analyst
10 14 (3.52%) SAS Analyst
10 14 (3.52%) SQL Analyst
11 13 (3.27%) Statistical Analyst
12 12 (3.02%) Business Analyst
13 11 (2.76%) Marketing Analyst
13 11 (2.76%) SQL Data Analyst
14 10 (2.51%) Graduate
14 10 (2.51%) NOC Technician
14 10 (2.51%) Python Developer
14 10 (2.51%) Quantitative Developer
15 9 (2.26%) Senior Consultant
Libraries, Frameworks & Software Standards
1 13 (3.27%) HTML
2 10 (2.51%) CSS
3 8 (2.01%) Natural Language Processing
3 8 (2.01%) Pandas
3 8 (2.01%) scikit-learn
4 6 (1.51%) D3.js
4 6 (1.51%) HTML5
4 6 (1.51%) SciPy
5 5 (1.26%) .NET
5 5 (1.26%) Cascalog
5 5 (1.26%) Web Services
6 4 (1.01%) Google Maps API
6 4 (1.01%) LAMP
6 4 (1.01%) Node.js
6 4 (1.01%) React
7 3 (0.75%) Backbone.js
7 3 (0.75%) Boost C++ Libraries
7 3 (0.75%) Browserify
7 3 (0.75%) jQuery
7 3 (0.75%) RequireJS
Miscellaneous
1 140 (35.18%) Analytical Skills
2 106 (26.63%) Statistics
3 86 (21.61%) Computer Science
4 81 (20.35%) Mathematics
5 65 (16.33%) Algorithms
6 61 (15.33%) Visualisation
7 29 (7.29%) Physics
8 19 (4.77%) Economics
9 17 (4.27%) Data Extraction
10 13 (3.27%) Data Structures
11 9 (2.26%) Credit Risk
11 9 (2.26%) Neural Network
12 7 (1.76%) Data Centre
13 6 (1.51%) Private Cloud
13 6 (1.51%) User Experience
14 5 (1.26%) Data Protection Act
14 5 (1.26%) Hedge funds
14 5 (1.26%) Social Media
15 4 (1.01%) Derivative
15 4 (1.01%) Foreign Exchange (FX)
Operating Systems
1 27 (6.78%) Linux
2 14 (3.52%) Windows
3 13 (3.27%) Unix
4 3 (0.75%) Windows 7
Processes & Methodologies
1 161 (40.45%) Analytics
2 77 (19.35%) Machine Learning
3 59 (14.82%) Data Analysis
4 51 (12.81%) Data Analytics
5 50 (12.56%) Predictive Modelling
6 47 (11.81%) Business Intelligence
7 41 (10.30%) Agile Software Development
7 41 (10.30%) Data Modelling
8 30 (7.54%) Operations Research
8 30 (7.54%) Statistical Modelling
9 28 (7.04%) Data Visualisation
10 27 (6.78%) Data Architecture
11 25 (6.28%) Time Series Analysis
12 24 (6.03%) Open Source
12 24 (6.03%) Risk Management
13 23 (5.78%) Continuous Improvement
14 22 (5.53%) Decision Tree
14 22 (5.53%) E-Commerce
14 22 (5.53%) ETL
14 22 (5.53%) Project Management
Programming Languages
1 163 (40.95%) SQL
2 146 (36.68%) Python
3 130 (32.66%) R
4 52 (13.07%) VBA
5 51 (12.81%) MATLAB
6 40 (10.05%) C++
7 25 (6.28%) C
7 25 (6.28%) Java
8 20 (5.03%) Scala
9 17 (4.27%) C#
9 17 (4.27%) JavaScript
10 11 (2.76%) Perl
11 10 (2.51%) Shell Script
12 7 (1.76%) PHP
13 6 (1.51%) Bash Shell
13 6 (1.51%) T-SQL
14 5 (1.26%) Clojure
14 5 (1.26%) Cypher
14 5 (1.26%) VB
15 3 (0.75%) Ruby
Qualifications
1 124 (31.16%) Degree
2 61 (15.33%) PhD
3 16 (4.02%) Security Cleared
4 13 (3.27%) SC Cleared
5 10 (2.51%) CISA
6 9 (2.26%) CISSP
7 8 (2.01%) CISM
8 6 (1.51%) CCNA
8 6 (1.51%) Cisco Certification
8 6 (1.51%) MCSE
8 6 (1.51%) Microsoft Certification
9 3 (0.75%) DV Cleared
9 3 (0.75%) MBA
10 2 (0.50%) CRISC
11 1 (0.25%) APMP
11 1 (0.25%) PMP
Quality Assurance & Compliance
1 42 (10.55%) Data Quality
2 16 (4.02%) QA
3 8 (2.01%) ISO/IEC 27001
4 6 (1.51%) COBIT
5 4 (1.01%) GDPR
6 3 (0.75%) ISO 9001
7 2 (0.50%) GCP
7 2 (0.50%) GLP
8 1 (0.25%) ISO27002
System Software
1 7 (1.76%) Virtual Machines
2 6 (1.51%) Active Directory
2 6 (1.51%) Forefront TMG
2 6 (1.51%) Hyper-V
2 6 (1.51%) ISA Server
2 6 (1.51%) UAG
2 6 (1.51%) Virtual Servers
2 6 (1.51%) VirtualBox
2 6 (1.51%) VMware Infrastructure
3 2 (0.50%) Docker
3 2 (0.50%) HDFS
Vendors
1 48 (12.06%) Microsoft
2 28 (7.04%) Tableau
3 24 (6.03%) Google
4 22 (5.53%) Oracle
5 16 (4.02%) Cisco
6 11 (2.76%) VMware
7 10 (2.51%) Juniper
8 9 (2.26%) Adobe
9 7 (1.76%) IBM
9 7 (1.76%) Salesforce.com
10 6 (1.51%) Actimize
10 6 (1.51%) Dell
10 6 (1.51%) HP
10 6 (1.51%) SAP
10 6 (1.51%) Teradata
11 5 (1.26%) Lavastorm
11 5 (1.26%) Netezza
11 5 (1.26%) Norkom
11 5 (1.26%) Serena
11 5 (1.26%) Sun
Coventry
Churchill Frank
Salary: £60000 - £70000 per annum
Posted: Yesterday
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 2 days ago
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 2 days ago
Edinburgh
Churchill Frank
Salary: £50000 - £61000 per annum
Posted: 5 days ago
City, London
Mane Contract Services Limited
Salary: £40000 - £60000 per annum + Benefits
Posted: 3 days ago
London
HFG
Salary: £35000 - £65000 per annum
Posted: 6 days ago
London
Parallel Consulting
Salary: £60000 - £85000 per annum + Bonus, pension, health
Posted: 4 days ago
London
Computer Futures
Salary: £55000 - £90000 per annum + competitive
Posted: 6 days ago
West Yorkshire
Parallel Consulting
Salary: £50000 - £60000 per annum + Generous bonus and benefits package
Posted: 6 days ago
Birmingham, West Midlands (County)
EMBS Ltd
Salary: £35k - 40k per year + Benefits
Posted: 4 days ago
London
Cheapside DT
Salary: £45000.00 - £50000.00 per annum
Posted: 3 days ago
City, London
Miller Maxwell Ltd
Salary: From £100,000 to £150,000 per annum + Bonus + Benefits Package
Posted: 3 days ago
Edinburgh
Churchill Frank
Salary: £40000 - £42000 per annum
Posted: 12 days ago
High Wycombe, Buckinghamshire
Alliance Consulting
Salary: From £70,000 to £85,000 per annum
Posted: 5 days ago
UK Wide
Capgemini
Salary: Negotiable
Posted: 9 days ago
London
myBench Ltd
Salary: From £60,000 to £80,000 per annum
Posted: 10 days ago
South West England
Real Staffing
Salary: £49 - £50 per annum + competitive
Posted: 9 days ago
London
Computer Futures
Salary: £75000 per annum + competitive
Posted: 20 days ago
London
Robert Walters UK
Salary: £50000 - £65000 per annum
Posted: 20 days ago
London
Moorfields Eye Hospital
Salary: incl HCAS
Posted: 11 days ago
Newport Pagnell, Buckinghamshire
ISL
Salary: £30000.00 - £38000.00 per annum + Benefits
Posted: 4 days ago
Edinburgh
Churchill Frank
Salary: £50000 - £65000 per annum + Benefits
Posted: 24 days ago
Leeds
Churchill Frank
Salary: £30000 - £45000 per annum + Bonus
Posted: 17 days ago
Edinburgh
Churchill Frank
Salary: £55000 - £65000 per annum + benefits
Posted: 24 days ago
UK Wide
Capgemini
Salary: Negotiable
Posted: 19 days ago
London
Lloyds Banking Group
Salary: £62100 - £98120 per annum
Posted: 15 days ago
City, London
Association of British Insurers
Salary: Competitive salary and excellent benefits
Posted: 26 days ago
London
Information Technology Services
Salary: £70k - 80k per year
Posted: 3 days ago
London
Austin Fraser
Salary: £45000 - £54000 per annum + Negotiable
Posted: Yesterday
City of London
Hays London City Cheapside
Salary: £45000.00 - £50000.00 per annum
Posted: 12 days ago