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 1 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Jul 2016
Same period 2015 Same period 2014
Statistical Modelling
Rank 703 819 808
Rank change year-on-year
+116 -11
Permanent jobs citing Statistical Modelling 213 151 189
As % of all permanent IT jobs located in the UK 0.22% 0.14% 0.16%
As % of the Processes & Methodologies category 0.25% 0.16% 0.18%
Number of salaries quoted 178 123 163
Median salary £50,000 £55,000 £50,000
Median salary % change year-on-year
-9.09% +10.00%
90% offered a salary of more than £35,000 £35,000 £30,800
10% offered a salary of more than £75,000 £90,000 £70,000
UK excluding London median salary £45,000 £46,250 £35,000
% change year-on-year
-2.70% +32.14%

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
85739 96253 102832
As % of all permanent IT jobs located in the UK 87.89% 86.87% 85.48%
Number of salaries quoted 71657 78628 83341
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 £32,000 £31,500
10% offered a salary of more than £77,500 £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 1 July 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 1 July 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 +106 203 £52,500 -4.54% 25
London +76 122 £55,000 -4.34% 12
City of London +68 22 £55,000 +10.00% 4
South East +37 21 £40,000 +1.26% 4
South West +26 19 £54,000 +61.19% 3
Yorkshire +23 15 £26,000 -35.00% 4
West Midlands +5 14 £50,000 +47.05% 1
West Yorkshire +34 11 £26,000 -42.22% 2
Warwickshire +18 11 £50,000 +17.64%
Surrey - 11 £40,000 -
Gloucestershire - 11 £54,000 -
Warwick - 11 £50,000 -
Leeds - 10 £26,000 - 2
Staines - 7 £65,000 -
Scotland - 7 £45,000 - 1
Nottingham +12 6 £40,000 -
Nottinghamshire +8 6 £40,000 -
East Midlands +6 6 £40,000 -8.57%
Edinburgh - 6 £45,000 - 1
Bristol +30 5 £58,750 +75.37% 3
Hampshire -3 5 £35,000 -4.10%
Basingstoke - 5 £35,000 -
Berkshire +16 4 £52,500 -38.23% 1
North Yorkshire - 4 £25,000 - 2
Gloucester - 4 - -
Maidenhead - 3 £52,500 - 1
Reigate - 3 £40,000 -
East of England +33 2 £65,500 +34.35% 1
North West +15 2 £34,500 -68.63%
Somerset -3 2 £60,000 +4.34%

Statistical Modelling
Top 30 Related IT Skills

For the 6 months to 1 July 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.

1 272 (60.99%) Analytics
2 209 (46.86%) Analytical Skills
3 191 (42.83%) SQL
4 190 (42.60%) R
5 182 (40.81%) Python
6 164 (36.77%) SAS
7 163 (36.55%) Degree
8 161 (36.10%) Machine Learning
9 156 (34.98%) Marketing
10 147 (32.96%) Big Data
11 136 (30.49%) Statistics
12 131 (29.37%) Mathematics
13 121 (27.13%) Finance
13 121 (27.13%) Hadoop
13 121 (27.13%) Algorithms
14 118 (26.46%) Data Analysis
15 113 (25.34%) Apache Spark
16 106 (23.77%) Java
17 101 (22.65%) Data Mining
18 93 (20.85%) Computer Science
19 88 (19.73%) Visualisation
20 81 (18.16%) Business Intelligence
21 74 (16.59%) SPSS
22 73 (16.37%) Predictive Modelling
23 68 (15.25%) Scala
24 67 (15.02%) Data Analytics
25 66 (14.80%) Data Visualisation
26 59 (13.23%) Microsoft
27 55 (12.33%) SQL Server
28 54 (12.11%) MATLAB

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
1 164 (36.77%) SAS
2 113 (25.34%) Apache Spark
3 40 (8.97%) Apache
4 33 (7.40%) Apache Pig
5 9 (2.02%) SharePoint
6 6 (1.35%) Elasticsearch
7 3 (0.67%) Facebook Platform
8 1 (0.22%) SharePoint 2013
8 1 (0.22%) Skype for Business
Applications
1 74 (16.59%) SPSS
2 49 (10.99%) MS Excel
3 16 (3.59%) Stata
4 14 (3.14%) MS Office
5 12 (2.69%) MS PowerPoint
6 3 (0.67%) Spreadsheet
7 1 (0.22%) Mathematica
Business Applications
1 9 (2.02%) SAP Oil and Gas
2 1 (0.22%) Eloqua
2 1 (0.22%) FastStats
Cloud Services
1 10 (2.24%) Amazon AWS
1 10 (2.24%) Google Cloud Platform
2 8 (1.79%) Amazon EC2
2 8 (1.79%) Amazon S3
2 8 (1.79%) Cloud Computing
2 8 (1.79%) Microsoft Azure
3 7 (1.57%) Google Analytics
4 6 (1.35%) SmartFocus
5 3 (0.67%) PaaS
Communications & Networking
1 8 (1.79%) 3G
1 8 (1.79%) 4G
1 8 (1.79%) HSPA
1 8 (1.79%) LTE
1 8 (1.79%) Wi-Fi
2 7 (1.57%) Internet
3 3 (0.67%) Broadband
4 2 (0.45%) DNS
5 1 (0.22%) BGP
5 1 (0.22%) Firewall
Database & Business Intelligence
1 147 (32.96%) Big Data
2 121 (27.13%) Hadoop
3 101 (22.65%) Data Mining
4 55 (12.33%) SQL Server
5 53 (11.88%) Data Warehouse
6 52 (11.66%) NoSQL
7 41 (9.19%) Apache Cassandra
8 40 (8.97%) Apache Hive
9 36 (8.07%) QlikView
10 33 (7.40%) SQL Server Reporting Services
11 32 (7.17%) MongoDB
12 30 (6.73%) Relational Database
13 28 (6.28%) MySQL
14 26 (5.83%) PostgreSQL
14 26 (5.83%) SQL Server Integration Services
15 23 (5.16%) Amazon Redshift
16 19 (4.26%) Impala
17 18 (4.04%) Base SAS
17 18 (4.04%) SQL Server Analysis Services
18 15 (3.36%) RDBMS
Development Applications
1 19 (4.26%) Team Foundation Server
2 11 (2.47%) Visual Studio
3 1 (0.22%) Git (software)
3 1 (0.22%) JIRA
3 1 (0.22%) SQL Server Management Studio (SSMS)
General
1 156 (34.98%) Marketing
2 121 (27.13%) Finance
3 34 (7.62%) Retail
4 33 (7.40%) Telecoms
5 22 (4.93%) Banking
6 17 (3.81%) Games
7 12 (2.69%) Advertising
8 10 (2.24%) Automotive
8 10 (2.24%) French Language
9 5 (1.12%) Manufacturing
10 4 (0.90%) Billing
10 4 (0.90%) Electronics
10 4 (0.90%) Legal
10 4 (0.90%) Pharmaceutical
10 4 (0.90%) Retail Banking
11 3 (0.67%) German Language
11 3 (0.67%) Law
11 3 (0.67%) Spanish Language
12 2 (0.45%) Financial Institution
12 2 (0.45%) Online Betting
Job Titles
1 166 (37.22%) Analyst
2 156 (34.98%) Data Scientist
3 62 (13.90%) Data Analyst
4 59 (13.23%) Developer
5 45 (10.09%) Senior Data Scientist
6 34 (7.62%) SAS Analyst
7 26 (5.83%) Consultant
8 24 (5.38%) Insight Analyst
9 23 (5.16%) Senior Analyst
10 22 (4.93%) Analyst Developer
10 22 (4.93%) Business Analyst
11 19 (4.26%) SQL Developer
12 16 (3.59%) SQL Analyst
13 15 (3.36%) Data Engineer
13 15 (3.36%) Statistical Analyst
14 14 (3.14%) Business Data Analyst
14 14 (3.14%) Business Intelligence Developer
14 14 (3.14%) Qualitative Analyst
14 14 (3.14%) Quantitative Analyst
15 12 (2.69%) SAS Insight Analyst
Libraries, Frameworks & Software Standards
1 19 (4.26%) .NET
1 19 (4.26%) Natural Language Processing
2 17 (3.81%) Kafka
3 15 (3.36%) JSON
3 15 (3.36%) scikit-learn
3 15 (3.36%) Spark Streaming
3 15 (3.36%) XML
4 9 (2.02%) D3.js
5 7 (1.57%) Cascading
5 7 (1.57%) Theano
6 6 (1.35%) NumPy
6 6 (1.35%) Pandas
6 6 (1.35%) TensorFlow
7 4 (0.90%) ELK Stack
7 4 (0.90%) LAMP
8 3 (0.67%) ASP.NET Web API
8 3 (0.67%) MDX
8 3 (0.67%) Node.js
8 3 (0.67%) OpenCV
8 3 (0.67%) WF
Miscellaneous
1 209 (46.86%) Analytical Skills
2 136 (30.49%) Statistics
3 131 (29.37%) Mathematics
4 121 (27.13%) Algorithms
5 93 (20.85%) Computer Science
6 88 (19.73%) Visualisation
7 40 (8.97%) Economics
8 35 (7.85%) Artificial Intelligence
9 32 (7.17%) Credit Risk
10 30 (6.73%) Data Structures
10 30 (6.73%) Management Information System
11 24 (5.38%) Physics
12 20 (4.48%) Neural Network
13 17 (3.81%) Social Media
14 16 (3.59%) Digital Media
15 11 (2.47%) Smart Meter
16 9 (2.02%) Applied Mathematics
17 8 (1.79%) Public Cloud
18 7 (1.57%) FMCG
18 7 (1.57%) Informatics
Operating Systems
1 19 (4.26%) Linux
2 10 (2.24%) Unix
3 2 (0.45%) Windows
Processes & Methodologies
1 272 (60.99%) Analytics
2 161 (36.10%) Machine Learning
3 118 (26.46%) Data Analysis
4 81 (18.16%) Business Intelligence
5 73 (16.37%) Predictive Modelling
6 67 (15.02%) Data Analytics
7 66 (14.80%) Data Visualisation
8 44 (9.87%) Customer Insight
8 44 (9.87%) Data Management
8 44 (9.87%) Data Modelling
9 36 (8.07%) Statistical Analysis
10 33 (7.40%) Business Analysis
11 31 (6.95%) Agile Software Development
11 31 (6.95%) MapReduce
11 31 (6.95%) Operations Research
12 30 (6.73%) ETL
13 26 (5.83%) Bayesian Methods
13 26 (5.83%) Software Engineering
14 25 (5.61%) Logistic Regression
14 25 (5.61%) Open Source
Programming Languages
1 191 (42.83%) SQL
2 190 (42.60%) R
3 182 (40.81%) Python
4 106 (23.77%) Java
5 68 (15.25%) Scala
6 54 (12.11%) MATLAB
7 48 (10.76%) VBA
8 46 (10.31%) C++
9 27 (6.05%) JavaScript
10 26 (5.83%) C#
11 15 (3.36%) T-SQL
12 14 (3.14%) C
12 14 (3.14%) Perl
13 12 (2.69%) Shell Script
14 11 (2.47%) SAS Macro
15 7 (1.57%) Ruby
16 4 (0.90%) Bash Shell
16 4 (0.90%) Julia
16 4 (0.90%) PHP
17 3 (0.67%) Go
Qualifications
1 163 (36.55%) Degree
2 48 (10.76%) PhD
3 19 (4.26%) Security Cleared
4 9 (2.02%) DV Cleared
5 6 (1.35%) BPSS Clearance
6 5 (1.12%) MBA
7 4 (0.90%) CBAP
7 4 (0.90%) ISEB
7 4 (0.90%) Postgraduate
8 1 (0.22%) CISSP
8 1 (0.22%) SANS
Quality Assurance & Compliance
1 21 (4.71%) Data Quality
2 5 (1.12%) QA
3 2 (0.45%) Basel II
4 1 (0.22%) SLA
System Software
1 17 (3.81%) Docker
2 9 (2.02%) Apache ZooKeeper
3 2 (0.45%) Apache Flume
4 1 (0.22%) HDFS
Systems Management
1 9 (2.02%) Opscode Chef
2 5 (1.12%) Kibana
3 4 (0.90%) logstash
4 1 (0.22%) ArcSight ESM
4 1 (0.22%) QRadar
Vendors
1 59 (13.23%) Microsoft
2 51 (11.43%) Tableau
3 23 (5.16%) Oracle
4 17 (3.81%) TIBCO
5 15 (3.36%) Google
6 11 (2.47%) SAP
7 7 (1.57%) Greenplum
8 6 (1.35%) Adobe
8 6 (1.35%) Cognos
9 5 (1.12%) Facebook
10 4 (0.90%) IBM
11 3 (0.67%) Cloudera
11 3 (0.67%) MapR
12 2 (0.45%) Hortonworks
12 2 (0.45%) Minitab
12 2 (0.45%) Netezza
12 2 (0.45%) Teradata
13 1 (0.22%) Cognizant
13 1 (0.22%) SIMUL8
13 1 (0.22%) Symantec
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City, London
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Maidenhead, Berkshire
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Leeds, West Yorkshire
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Salary: From £0 to £26,000 per annum
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City, London
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Salary: £50000 - £60000 per annum
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Bristol, Avon
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Salary: £350 - £425 per day + FTSE 100 Company experience
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City, London
Networking People
Salary: £30000 - £60000 per annum + Profit Share Scheme + Benefits
Posted: Yesterday
City, London
Digital Gurus
Salary: £35000 - £50000 Per Annum + benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
ISL
Salary: £35000 - £65000 per annum
Posted: 3 days ago
Oxfordshire
Empiric.com
Salary: From £30,000 to £60,000 per annum
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Oxfordshire
Empiric.com
Salary: From £70,000 to £85,000 per annum
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Middlesbrough, Cleveland
Harvey Nash plc
Salary: £40000 - £50000 per annum
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London
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London
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London
Big Wednesday Digital Ltd
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London
Big Wednesday Digital Ltd
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Central London / West End
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Leeds
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Salary: £30000 - £40000 per annum + Benefits
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London
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Brighton
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Halesowen, West Midlands (County)
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