The table below looks at the statistics for Statistical Modelling skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Statistical Modelling over the 3 months to 5 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 May 2016
Same period 2015 Same period 2014
Statistical Modeling
Rank 692 841 819
Rank change year-on-year
+149 -22
Permanent jobs citing Statistical Modelling 245 133 179
As % of all permanent IT jobs located in the UK 0.24% 0.12% 0.15%
As % of the Processes & Methodologies category 0.27% 0.14% 0.18%
Number of salaries quoted 217 117 149
Median salary £55,000 £52,500 £45,000
Median salary % change year-on-year
+4.76% +16.66%
90% offered a salary of more than £35,000 £36,500 £32,500
10% offered a salary of more than £80,000 £85,000 £75,000
UK excluding London median salary £50,000 £47,500 £40,000
% change year-on-year
+5.26% +18.75%

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
89899 94925 101915
As % of all permanent IT jobs located in the UK 87.67% 85.97% 85.28%
Number of salaries quoted 74807 76710 82206
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 £32,000 £30,500
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 Modelling
Jobs Demand Trend

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

Statistical Modelling Jobs Demand Trend in the UK

Statistical Modelling
Salary Trend

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

Statistical Modelling Salary Trend in the UK

Statistical Modelling
Salary Histogram

This chart provides a salary histogram for IT jobs citing Statistical Modelling over the 3 months to 5 May 2016 within the UK.

Statistical Modelling Salary Histogram in the UK

Statistical Modelling
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 Modelling within the UK over the 3 months to 5 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 +122 226 £55,000 +4.76% 36
London +80 148 £60,000 +9.09% 23
City of London +59 24 £55,000 +4.76% 3
South West +6 17 £54,000 +20.00% 3
South East +25 16 £42,500 -26.08% 4
West Midlands -10 14 £65,000 +30.00% 4
Yorkshire +19 12 £37,500 +7.14% 1
Warwickshire -4 11 £65,000 +30.00% 1
Gloucestershire - 11 £54,000 -
Warwick - 11 £65,000 - 1
Scotland - 11 £75,000 -
Surrey +11 9 £59,500 - 2
Edinburgh - 9 £75,000 -
North West +15 8 £80,000 +68.42%
Gloucester - 7 £54,000 -
West Yorkshire - 6 £95,000 - 1
East Midlands +22 5 £55,000 +29.41% 1
Hampshire +13 5 £35,000 -4.10% 1
Bristol +3 5 £42,500 +8.28% 1
North East - 5 £45,000 -
Nottinghamshire - 5 £55,000 - 1
Basingstoke - 5 £35,000 - 1
Nottingham - 5 £55,000 - 1
Staines +20 4 £65,000 - 1
North Yorkshire +8 4 £25,000 -39.75%
Leeds - 4 £95,000 - 1
Vale of Glamorgan - 4 £32,500 -
South Wales - 4 £32,500 -
Wales - 4 £32,500 -
Cowbridge - 4 £32,500 -

Statistical Modelling
Top 30 Related IT Skills

For the 6 months to 5 May 2016, IT jobs citing Statistical Modelling 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 Modelling.

1 264 (62.12%) Analytics
2 205 (48.24%) R
3 172 (40.47%) Python
4 171 (40.24%) Analytical Skills
5 169 (39.76%) SQL
6 165 (38.82%) Degree
7 159 (37.41%) SAS
8 149 (35.06%) Marketing
9 146 (34.35%) Algorithms
10 143 (33.65%) Big Data
11 139 (32.71%) Machine Learning
12 135 (31.76%) Statistics
13 126 (29.65%) Data Analysis
14 124 (29.18%) Mathematics
15 110 (25.88%) Hadoop
16 106 (24.94%) Finance
17 96 (22.59%) Computer Science
18 95 (22.35%) Apache Spark
19 87 (20.47%) Data Mining
20 84 (19.76%) Business Intelligence
21 80 (18.82%) Java
22 79 (18.59%) SPSS
23 76 (17.88%) Visualisation
24 68 (16.00%) Predictive Modelling
25 63 (14.82%) Data Analytics
25 63 (14.82%) PhD
26 56 (13.18%) Data Visualisation
27 53 (12.47%) Data Management
28 52 (12.24%) Tableau
29 51 (12.00%) Scala

Statistical Modelling
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
1 159 (37.41%) SAS
2 95 (22.35%) Apache Spark
3 27 (6.35%) Apache Pig
4 26 (6.12%) Apache
5 9 (2.12%) Elasticsearch
5 9 (2.12%) SharePoint
6 8 (1.88%) Facebook Platform
7 1 (0.24%) ArcGIS
7 1 (0.24%) SharePoint 2013
7 1 (0.24%) Skype for Business
Applications
1 79 (18.59%) SPSS
2 43 (10.12%) MS Excel
3 15 (3.53%) MS Office
3 15 (3.53%) Stata
4 13 (3.06%) MS PowerPoint
5 3 (0.71%) Spreadsheet
6 1 (0.24%) Mathematica
6 1 (0.24%) MS Visio
Business Applications
1 6 (1.41%) SAP Oil and Gas
2 2 (0.47%) Adobe Campaign
2 2 (0.47%) Unica
3 1 (0.24%) FastStats
Cloud Services
1 6 (1.41%) Amazon AWS
1 6 (1.41%) SmartFocus
2 5 (1.18%) Google Cloud Platform
3 4 (0.94%) Amazon EC2
3 4 (0.94%) Amazon S3
3 4 (0.94%) Cloud Computing
3 4 (0.94%) Microsoft Azure
4 3 (0.71%) Google Analytics
4 3 (0.71%) PaaS
5 1 (0.24%) SaaS
Communications & Networking
1 5 (1.18%) Internet
2 4 (0.94%) 3G
2 4 (0.94%) 4G
2 4 (0.94%) Broadband
2 4 (0.94%) HSPA
2 4 (0.94%) LTE
2 4 (0.94%) Wi-Fi
3 2 (0.47%) DNS
4 1 (0.24%) BGP
4 1 (0.24%) Firewall
4 1 (0.24%) HTTP
Database & Business Intelligence
1 143 (33.65%) Big Data
2 110 (25.88%) Hadoop
3 87 (20.47%) Data Mining
4 47 (11.06%) SQL Server
5 46 (10.82%) Data Warehouse
6 45 (10.59%) Apache Cassandra
7 35 (8.24%) NoSQL
8 31 (7.29%) Apache Hive
8 31 (7.29%) QlikView
9 28 (6.59%) MongoDB
10 25 (5.88%) SQL Server Reporting Services
11 23 (5.41%) SQL Server Integration Services
12 20 (4.71%) MySQL
12 20 (4.71%) Relational Database
13 15 (3.53%) Amazon Redshift
13 15 (3.53%) Impala
13 15 (3.53%) PostgreSQL
13 15 (3.53%) SQL Server Analysis Services
14 12 (2.82%) Base SAS
14 12 (2.82%) SAS Enterprise Miner
Development Applications
1 16 (3.76%) Team Foundation Server
2 8 (1.88%) Visual Studio
3 1 (0.24%) Git (software)
3 1 (0.24%) JIRA
3 1 (0.24%) SQL Server Management Studio (SSMS)
General
1 149 (35.06%) Marketing
2 106 (24.94%) Finance
3 30 (7.06%) Retail
4 27 (6.35%) Telecoms
5 21 (4.94%) Games
6 14 (3.29%) Banking
7 7 (1.65%) Advertising
8 5 (1.18%) Manufacturing
8 5 (1.18%) Pharmaceutical
9 4 (0.94%) Billing
9 4 (0.94%) Legal
9 4 (0.94%) Online Betting
9 4 (0.94%) Retail Banking
10 3 (0.71%) Automotive
10 3 (0.71%) Electronics
10 3 (0.71%) Financial Institution
11 2 (0.47%) Aerospace
11 2 (0.47%) French Language
11 2 (0.47%) German Language
11 2 (0.47%) Law
Job Titles
1 171 (40.24%) Data Scientist
2 139 (32.71%) Analyst
3 54 (12.71%) Developer
4 52 (12.24%) Senior Data Scientist
5 47 (11.06%) Data Analyst
6 32 (7.53%) SAS Analyst
7 27 (6.35%) Insight Analyst
8 25 (5.88%) Consultant
9 22 (5.18%) Senior Analyst
10 19 (4.47%) Analyst Developer
10 19 (4.47%) SQL Developer
11 16 (3.76%) Statistical Analyst
12 14 (3.29%) SAS Insight Analyst
13 13 (3.06%) Business Analyst
13 13 (3.06%) Junior
13 13 (3.06%) Qualitative Analyst
13 13 (3.06%) Quantitative Analyst
13 13 (3.06%) SQL Analyst
14 12 (2.82%) Junior Data Scientist
14 12 (2.82%) Statistical Data Analyst
Libraries, Frameworks & Software Standards
1 24 (5.65%) .NET
2 15 (3.53%) Natural Language Processing
3 12 (2.82%) Kafka
4 11 (2.59%) JSON
4 11 (2.59%) scikit-learn
4 11 (2.59%) Spark Streaming
4 11 (2.59%) XML
5 9 (2.12%) ASP.NET Web API
5 9 (2.12%) WF
6 8 (1.88%) D3.js
7 6 (1.41%) Cascading
7 6 (1.41%) NumPy
7 6 (1.41%) Theano
8 5 (1.18%) Pandas
8 5 (1.18%) TensorFlow
9 4 (0.94%) ELK Stack
10 3 (0.71%) MDX
11 2 (0.47%) ODBC
11 2 (0.47%) OpenCV
12 1 (0.24%) Akka
Miscellaneous
1 171 (40.24%) Analytical Skills
2 146 (34.35%) Algorithms
3 135 (31.76%) Statistics
4 124 (29.18%) Mathematics
5 96 (22.59%) Computer Science
6 76 (17.88%) Visualisation
7 45 (10.59%) Management Information System
8 36 (8.47%) Credit Risk
9 34 (8.00%) Artificial Intelligence
10 33 (7.76%) Physics
11 30 (7.06%) Digital Media
11 30 (7.06%) Economics
11 30 (7.06%) Social Media
12 22 (5.18%) Data Structures
13 14 (3.29%) Neural Network
14 8 (1.88%) Applied Mathematics
15 6 (1.41%) FMCG
15 6 (1.41%) Informatics
15 6 (1.41%) Mobile App
15 6 (1.41%) Smart Meter
Operating Systems
1 10 (2.35%) Linux
2 8 (1.88%) Unix
2 8 (1.88%) Windows
Processes & Methodologies
1 264 (62.12%) Analytics
2 139 (32.71%) Machine Learning
3 126 (29.65%) Data Analysis
4 84 (19.76%) Business Intelligence
5 68 (16.00%) Predictive Modelling
6 63 (14.82%) Data Analytics
7 56 (13.18%) Data Visualisation
8 53 (12.47%) Data Management
9 43 (10.12%) Customer Insight
10 34 (8.00%) Statistical Analysis
10 34 (8.00%) Use Case
11 30 (7.06%) Business Analysis
12 29 (6.82%) Customer Engagement
12 29 (6.82%) Predictive Analytics
13 28 (6.59%) Agile Software Development
13 28 (6.59%) Data Modelling
13 28 (6.59%) MapReduce
13 28 (6.59%) Operations Research
13 28 (6.59%) Yield Management
14 25 (5.88%) ETL
Programming Languages
1 205 (48.24%) R
2 172 (40.47%) Python
3 169 (39.76%) SQL
4 80 (18.82%) Java
5 51 (12.00%) Scala
6 45 (10.59%) MATLAB
7 42 (9.88%) C++
8 39 (9.18%) VBA
9 31 (7.29%) C#
10 21 (4.94%) JavaScript
11 16 (3.76%) C
12 12 (2.82%) Perl
13 11 (2.59%) SAS Macro
14 9 (2.12%) PowerShell
15 7 (1.65%) Ruby
15 7 (1.65%) Shell Script
16 6 (1.41%) F#
16 6 (1.41%) T-SQL
17 5 (1.18%) PHP
18 4 (0.94%) Julia
Qualifications
1 165 (38.82%) Degree
2 63 (14.82%) PhD
3 14 (3.29%) Security Cleared
4 6 (1.41%) BPSS Clearance
5 5 (1.18%) DV Cleared
5 5 (1.18%) MBA
6 4 (0.94%) CBAP
6 4 (0.94%) ISEB
7 2 (0.47%) Postgraduate
8 1 (0.24%) CISSP
8 1 (0.24%) SANS
Quality Assurance & Compliance
1 15 (3.53%) Data Quality
2 4 (0.94%) QA
3 3 (0.71%) Basel II
4 1 (0.24%) SLA
System Software
1 11 (2.59%) Docker
2 6 (1.41%) Apache ZooKeeper
3 2 (0.47%) Apache Flume
4 1 (0.24%) HDFS
Systems Management
1 6 (1.41%) Opscode Chef
2 5 (1.18%) Kibana
3 4 (0.94%) logstash
4 1 (0.24%) ArcSight ESM
4 1 (0.24%) QRadar
Vendors
1 52 (12.24%) Tableau
2 45 (10.59%) Microsoft
3 23 (5.41%) Oracle
4 13 (3.06%) TIBCO
5 9 (2.12%) Facebook
6 8 (1.88%) Google
7 7 (1.65%) SAP
8 6 (1.41%) Cognos
8 6 (1.41%) Greenplum
9 5 (1.18%) Adobe
10 4 (0.94%) Splunk
11 3 (0.71%) Cloudera
11 3 (0.71%) IBM
11 3 (0.71%) MapR
12 2 (0.47%) Alterian
12 2 (0.47%) Hortonworks
12 2 (0.47%) Minitab
12 2 (0.47%) Netezza
12 2 (0.47%) Teradata
13 1 (0.24%) ArcSight
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Salary: Benefits
Posted: 12 hours ago
London
North Starr
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Leeds, West Yorkshire
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London
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Salary: £35000 - £55000 per annum + bonus, pension, equity scheme
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London
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Salary: £35000 - £55000 per annum + Bonus, pension, health care etc
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London
Next Ventures Ltd
Posted: Yesterday
City, London
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Salary: £25000 - £35000 per annum
Posted: Yesterday
Bath, Avon
Clearwater People Solutions
Salary: £55000 - £65000 Per Annum
Posted: Yesterday
Wiltshire
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Salary: competitive
Posted: Yesterday
London
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Salary: £35000 - £50000 per annum + Bonus and benefits package
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Salary: £30000.00 - £45000.00 per annum + +Benefits
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West Midlands
Arden Resourcing Limited
Salary: £40000 - £50000 per annum + Benefits
Posted: 2 days ago
Central London / West End
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Salary: £35k to £50k + benefits
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City, London
Opus Recruitment Solutions Ltd
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London
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Salary: £45k - 80k per year + Benefits
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Central London / West End
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London
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Central London / West End
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Birmingham
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London
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Salary: £90000 - £110000 per annum + BONUS + BENEFITS
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Warwick, Warwickshire
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Salary: From £45,000 to £55,000 per annum + Excellent Benefits
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Basingstoke
Arrows Group Ltd
Salary: £30000 - £40000 per annum + bonus and benefits
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London
Arrows Group Ltd
Salary: £35000 - £45000 per annum + bonus and benefits
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Hays London City Cheapside
Salary: £45000.00 - £65000.00 per annum
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People Source Consulting
Salary: £35000 - £45000 per annum + Bonus and benefits package
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Staines
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Surrey
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