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 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Statistical Modelling
Rank 731 802 817
Rank change year-on-year
+71 +15
Permanent jobs citing Statistical Modelling 179 168 151
As % of all permanent IT jobs located in the UK 0.18% 0.16% 0.13%
As % of the Processes & Methodologies category 0.21% 0.18% 0.15%
Number of salaries quoted 157 128 123
Median salary £50,000 £50,000 £45,000
Median salary % change year-on-year
- +11.11%
90% offered a salary of more than £30,000 £31,050 £27,500
10% offered a salary of more than £75,000 £85,000 £63,500
UK excluding London median salary £40,000 £40,000 £36,250
% change year-on-year
- +10.34%

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
86015 94271 97867
As % of all permanent IT jobs located in the UK 88.06% 87.58% 85.32%
Number of salaries quoted 71937 77596 78114
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 £30,500
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 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 30 August 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 30 August 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 +41 167 £50,000 -4.76% 21
London +24 98 £57,500 +4.54% 12
City of London +57 21 £55,000 +57.14% 3
Yorkshire +37 17 £26,000 -35.00% 2
West Yorkshire +31 15 £26,000 -28.27% 2
Leeds +33 13 £26,000 - 2
South East +30 13 £50,000 +81.81% 2
East Midlands +4 10 £40,000 - 1
South West +10 9 £54,000 +44.00% 1
Nottinghamshire +2 8 £41,250 - 1
Nottingham 0 8 £41,250 - 1
Scotland - 8 £50,000 -
North West +20 7 £30,000 -17.24% 1
Edinburgh - 7 £50,000 -
East of England +28 6 £45,000 -10.00% 2
Cambridgeshire +11 6 £45,000 -10.00% 2
Manchester +2 5 £30,000 -22.58%
Surrey +32 4 £40,000 -16.66% 1
Bristol +12 4 £75,000 +100.00% 1
South Wales +10 4 £35,000 -
Cardiff +5 4 £35,000 -
Wales +5 4 £35,000 -
Oxfordshire -2 4 £50,000 -
Peterborough - 4 £40,000 -
West Midlands -5 3 £45,000 +12.50%
Bath - 3 £35,000 -
Berkshire - 3 £52,500 - 1
Somerset - 3 £35,000 -
Cambridge +4 2 £57,750 +15.50% 2
West Sussex 0 2 - -

Statistical Modelling
Top 30 Related IT Skills

For the 6 months to 30 August 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.

1 233 (56.28%) Analytics
2 207 (50.00%) Python
3 195 (47.10%) Analytical Skills
4 186 (44.93%) SQL
5 176 (42.51%) R
6 175 (42.27%) Machine Learning
7 167 (40.34%) Degree
8 135 (32.61%) Statistics
9 130 (31.40%) Big Data
10 129 (31.16%) Mathematics
11 122 (29.47%) Marketing
11 122 (29.47%) Java
11 122 (29.47%) Hadoop
12 116 (28.02%) SAS
13 115 (27.78%) Apache Spark
14 108 (26.09%) Data Mining
15 93 (22.46%) Visualisation
16 91 (21.98%) Data Analysis
17 90 (21.74%) Finance
18 88 (21.26%) Algorithms
19 86 (20.77%) Computer Science
20 73 (17.63%) Business Intelligence
20 73 (17.63%) Scala
21 65 (15.70%) NoSQL
21 65 (15.70%) Data Analytics
22 62 (14.98%) Data Visualisation
23 58 (14.01%) Predictive Modelling
24 57 (13.77%) PhD
24 57 (13.77%) Data Modelling
25 54 (13.04%) Microsoft

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
1 116 (28.02%) SAS
2 115 (27.78%) Apache Spark
3 37 (8.94%) Apache
4 32 (7.73%) Apache Pig
5 5 (1.21%) SharePoint
6 2 (0.48%) Elasticsearch
Applications
1 52 (12.56%) MS Excel
2 46 (11.11%) SPSS
3 15 (3.62%) MS Office
4 14 (3.38%) Stata
5 9 (2.17%) MS PowerPoint
6 4 (0.97%) Gephi
7 3 (0.72%) Spreadsheet
8 1 (0.24%) S-PLUS
Business Applications
1 8 (1.93%) SAP Oil and Gas
2 7 (1.69%) FastStats
3 2 (0.48%) Oracle ERP
3 2 (0.48%) SAP ERP
3 2 (0.48%) SAP InfiniteInsight
4 1 (0.24%) Cognos TM1
4 1 (0.24%) Eloqua
Cloud Services
1 13 (3.14%) Amazon AWS
2 11 (2.66%) Amazon EC2
3 10 (2.42%) Google Analytics
3 10 (2.42%) Google Cloud Platform
4 9 (2.17%) Cloud Computing
5 8 (1.93%) Amazon S3
5 8 (1.93%) Microsoft Azure
6 5 (1.21%) PaaS
7 3 (0.72%) Amazon EMR
8 2 (0.48%) SmartFocus
Communications & Networking
1 8 (1.93%) 3G
1 8 (1.93%) 4G
1 8 (1.93%) HSPA
1 8 (1.93%) LTE
1 8 (1.93%) Wi-Fi
2 7 (1.69%) Internet
3 2 (0.48%) DNS
4 1 (0.24%) BGP
4 1 (0.24%) Firewall
Database & Business Intelligence
1 130 (31.40%) Big Data
2 122 (29.47%) Hadoop
3 108 (26.09%) Data Mining
4 65 (15.70%) NoSQL
5 49 (11.84%) Data Warehouse
6 44 (10.63%) SQL Server
7 38 (9.18%) MongoDB
7 38 (9.18%) PostgreSQL
8 36 (8.70%) Apache Hive
9 34 (8.21%) Relational Database
10 33 (7.97%) Amazon Redshift
11 32 (7.73%) Apache Cassandra
12 28 (6.76%) MySQL
13 27 (6.52%) QlikView
14 25 (6.04%) SQL Server Reporting Services
15 20 (4.83%) Impala
16 18 (4.35%) RDBMS
16 18 (4.35%) SQL Server Integration Services
16 18 (4.35%) Text Mining
17 17 (4.11%) Neo4j
Development Applications
1 15 (3.62%) Team Foundation Server
2 6 (1.45%) Visual Studio
3 1 (0.24%) Git (software)
3 1 (0.24%) JIRA
General
1 122 (29.47%) Marketing
2 90 (21.74%) Finance
3 26 (6.28%) Retail
4 24 (5.80%) Telecoms
5 20 (4.83%) Games
6 16 (3.86%) Banking
7 15 (3.62%) Advertising
7 15 (3.62%) French Language
8 14 (3.38%) Automotive
9 4 (0.97%) Billing
9 4 (0.97%) Legal
9 4 (0.97%) Manufacturing
10 3 (0.72%) Electronics
10 3 (0.72%) Law
10 3 (0.72%) Retail Banking
11 2 (0.48%) German Language
11 2 (0.48%) Pharmaceutical
12 1 (0.24%) Financial Institution
12 1 (0.24%) Spanish Language
Job Titles
1 158 (38.16%) Analyst
2 146 (35.27%) Data Scientist
3 60 (14.49%) Data Analyst
4 56 (13.53%) Developer
5 39 (9.42%) Senior Data Scientist
6 28 (6.76%) Insight Analyst
7 25 (6.04%) SAS Analyst
8 24 (5.80%) Business Analyst
9 18 (4.35%) Consultant
9 18 (4.35%) Senior Analyst
10 16 (3.86%) Analyst Developer
11 15 (3.62%) SAS Insight Analyst
12 14 (3.38%) SQL Developer
13 13 (3.14%) Data Engineer
13 13 (3.14%) SQL Analyst
14 12 (2.90%) Insurance Business Analyst
14 12 (2.90%) Statistician
15 11 (2.66%) Customer Analyst
16 10 (2.42%) Java Engineer
16 10 (2.42%) SPSS Analyst
Libraries, Frameworks & Software Standards
1 16 (3.86%) Natural Language Processing
2 15 (3.62%) JSON
2 15 (3.62%) Kafka
2 15 (3.62%) scikit-learn
2 15 (3.62%) Spark Streaming
2 15 (3.62%) XML
3 14 (3.38%) D3.js
4 11 (2.66%) .NET
5 8 (1.93%) NumPy
6 7 (1.69%) Pandas
7 6 (1.45%) Cascading
8 4 (0.97%) LAMP
8 4 (0.97%) Node.js
8 4 (0.97%) TensorFlow
8 4 (0.97%) Theano
9 3 (0.72%) OpenCV
9 3 (0.72%) Web Services
10 1 (0.24%) ELK Stack
10 1 (0.24%) MDX
10 1 (0.24%) ODBC
Miscellaneous
1 195 (47.10%) Analytical Skills
2 135 (32.61%) Statistics
3 129 (31.16%) Mathematics
4 93 (22.46%) Visualisation
5 88 (21.26%) Algorithms
6 86 (20.77%) Computer Science
7 40 (9.66%) Artificial Intelligence
8 39 (9.42%) Economics
9 30 (7.25%) Physics
10 28 (6.76%) Neural Network
11 25 (6.04%) Data Structures
12 16 (3.86%) Credit Risk
13 14 (3.38%) Management Information System
14 11 (2.66%) Smart Meter
15 8 (1.93%) Applied Mathematics
15 8 (1.93%) Public Cloud
15 8 (1.93%) Social Media
16 7 (1.69%) Hedge funds
17 6 (1.45%) Cybercrime
17 6 (1.45%) Informatics
Operating Systems
1 23 (5.56%) Linux
2 13 (3.14%) Unix
Processes & Methodologies
1 233 (56.28%) Analytics
2 175 (42.27%) Machine Learning
3 91 (21.98%) Data Analysis
4 73 (17.63%) Business Intelligence
5 65 (15.70%) Data Analytics
6 62 (14.98%) Data Visualisation
7 58 (14.01%) Predictive Modelling
8 57 (13.77%) Data Modelling
9 38 (9.18%) Customer Insight
10 35 (8.45%) Agile Software Development
11 33 (7.97%) Data Management
12 32 (7.73%) MapReduce
13 31 (7.49%) Bayesian Methods
14 29 (7.00%) ETL
15 28 (6.76%) Actionable Insight
16 27 (6.52%) Open Source
17 26 (6.28%) Software Engineering
18 25 (6.04%) E-Commerce
19 24 (5.80%) Logistic Regression
20 22 (5.31%) Operations Research
Programming Languages
1 207 (50.00%) Python
2 186 (44.93%) SQL
3 176 (42.51%) R
4 122 (29.47%) Java
5 73 (17.63%) Scala
6 49 (11.84%) C++
7 43 (10.39%) MATLAB
8 39 (9.42%) VBA
9 30 (7.25%) JavaScript
10 26 (6.28%) C#
11 17 (4.11%) Perl
12 15 (3.62%) C
13 11 (2.66%) T-SQL
14 10 (2.42%) Shell Script
15 7 (1.69%) Bash Shell
15 7 (1.69%) Go
15 7 (1.69%) Ruby
16 6 (1.45%) SAS Macro
17 4 (0.97%) Julia
17 4 (0.97%) VB
Qualifications
1 167 (40.34%) Degree
2 57 (13.77%) PhD
3 17 (4.11%) Security Cleared
4 9 (2.17%) BPSS Clearance
4 9 (2.17%) DV Cleared
5 4 (0.97%) CBAP
5 4 (0.97%) ISEB
6 3 (0.72%) Postgraduate
7 2 (0.48%) MBA
8 1 (0.24%) CISSP
8 1 (0.24%) SANS
Quality Assurance & Compliance
1 13 (3.14%) Data Quality
2 11 (2.66%) QA
3 2 (0.48%) Actionable Recommendations
3 2 (0.48%) SLA
System Software
1 14 (3.38%) Docker
2 9 (2.17%) Apache ZooKeeper
3 1 (0.24%) HDFS
Systems Management
1 9 (2.17%) Opscode Chef
2 1 (0.24%) ArcSight ESM
2 1 (0.24%) Kibana
2 1 (0.24%) logstash
2 1 (0.24%) QRadar
Vendors
1 54 (13.04%) Microsoft
2 46 (11.11%) Tableau
3 22 (5.31%) Oracle
4 18 (4.35%) Google
5 15 (3.62%) TIBCO
6 13 (3.14%) SAP
7 9 (2.17%) IBM
7 9 (2.17%) MicroStrategy
8 7 (1.69%) Cognos
8 7 (1.69%) Facebook
8 7 (1.69%) Netezza
8 7 (1.69%) Vertica
9 6 (1.45%) Greenplum
10 4 (0.97%) Tealeaf
10 4 (0.97%) Twitter
11 3 (0.72%) Adobe
11 3 (0.72%) Sybase
12 2 (0.48%) Cloudera
12 2 (0.48%) Teradata
13 1 (0.24%) Splunk
West London
Client Server
Salary: £40k to £60k + benefits
Posted: 7 hours ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £30000 - £45000 per annum + Fantastic + Benefits + Prospects
Posted: 3 days ago
Nottingham, Nottinghamshire
UNiDAYS
Posted: 6 days ago
London
Initi8 Recruitment
Salary: £50000 - £65000 Per Annum
Posted: 6 days ago
City, London
Networking People
Salary: £30000 - £60000 per annum + Profit Share Scheme + Benefits
Posted: 6 days ago
Leeds, West Yorkshire
Mortimer Spinks
Salary: £22000 - £28000 per annum + Plus benefits
Posted: 6 days ago
City of London
Vivid Resourcing
Posted: 13 days ago
Bristol
Churchill Frank International
Salary: £30000 - £40000 per annum + bonus and benefits
Posted: 12 days ago
London
iKas International
Salary: £65000 - £80000 per annum + bonus
Posted: 15 days ago
London
Client Server
Salary: £90,000 - £120,000+ per year
Posted: 15 days ago
London
HFG
Salary: £100000 - £150000 per annum
Posted: 27 days ago
London
iKas International
Salary: £90000 - £120000 per annum
Posted: 22 days ago
London
Client Server
Salary: £40k to £60k + benefits
Posted: 11 days ago
Cambridge
The Wellcome Trust Sanger Institute
Salary: £30655 - £38428 per annum + excellent benefits
Posted: 20 days ago
City, London
Lloyds Banking Group
Posted: 12 days ago
Leeds
Venturi
Salary: £40000 - £100000 per annum + Benefits
Posted: 19 days ago
Surrey
Churchill Frank International
Salary: £65000 - £85000 per annum + bonus, benefits, negotiable
Posted: 10 days ago