The table below looks at the statistics for Statistical Modelling skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Statistical Modelling over the 3 months to 23 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Statistical Modelling
Rank 704 787 792
Rank change year-on-year
+83 +5
Permanent jobs citing Statistical Modelling 189 154 169
As % of all permanent IT jobs located in England 0.21% 0.15% 0.16%
As % of the Processes & Methodologies category 0.23% 0.17% 0.18%
Number of salaries quoted 162 120 139
Median salary £54,000 £52,500 £50,000
Median salary % change year-on-year
+2.85% +5.00%
90% offered a salary of more than £30,000 £33,950 £27,500
10% offered a salary of more than £75,000 £90,000 £70,000
UK excluding London median salary £45,000 £42,500 £37,500
% change year-on-year
+5.88% +13.33%
Statistical Modelling
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
80658 89775 92908
As % of all permanent IT jobs located in England 87.84% 87.08% 85.49%
Number of salaries quoted 68197 74243 75612
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £74,000 £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 in England

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

Statistical Modelling Jobs Demand Trend in England

Statistical Modelling
Salary Trend in England

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

Statistical Modelling Salary Trend in England

Statistical Modelling
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Statistical Modelling across the England region over the 3 months to 23 July 2016.

Statistical Modelling Salary Histogram in England

Statistical Modelling
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 Modelling within the England region over the 3 months to 23 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
London +60 112 £57,500 +2.22% 15
South East +29 20 £52,500 +23.52% 1
Yorkshire +31 15 £26,000 -36.96% 6
South West +28 13 £54,000 +61.19% 1
West Midlands +5 12 £50,000 +30.71%
East Midlands -3 6 £40,000 -11.11% 1
East of England +18 4 £57,750 +15.50% 1
North West +20 3 £30,000 -25.00% 1
Midlands - 2 £37,500 -
North East - 2 £45,000 - 1
Statistical Modelling
UK

Statistical Modelling
Top 30 Related IT Skills in England

For the 6 months to 23 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 across the England region with a requirement for Statistical Modelling.

1 238 (57.49%) Analytics
2 209 (50.48%) Analytical Skills
3 190 (45.89%) SQL
4 177 (42.75%) Python
5 170 (41.06%) Machine Learning
6 167 (40.34%) R
7 159 (38.41%) Degree
8 140 (33.82%) Marketing
8 140 (33.82%) SAS
9 133 (32.13%) Statistics
9 133 (32.13%) Big Data
10 130 (31.40%) Mathematics
11 117 (28.26%) Java
12 113 (27.29%) Hadoop
12 113 (27.29%) Algorithms
13 111 (26.81%) Finance
14 107 (25.85%) Data Analysis
15 103 (24.88%) Apache Spark
16 99 (23.91%) Data Mining
17 85 (20.53%) Computer Science
18 83 (20.05%) Visualisation
19 77 (18.60%) Business Intelligence
20 66 (15.94%) Predictive Modelling
20 66 (15.94%) Data Analytics
21 63 (15.22%) Scala
22 59 (14.25%) SPSS
22 59 (14.25%) NoSQL
23 56 (13.53%) Data Visualisation
24 51 (12.32%) MATLAB
24 51 (12.32%) Data Warehouse

Statistical Modelling
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
1 140 (33.82%) SAS
2 103 (24.88%) Apache Spark
3 38 (9.18%) Apache
4 33 (7.97%) Apache Pig
5 8 (1.93%) SharePoint
6 6 (1.45%) Elasticsearch
7 1 (0.24%) Facebook Platform
7 1 (0.24%) Skype for Business
Applications
1 59 (14.25%) SPSS
2 43 (10.39%) MS Excel
3 15 (3.62%) MS Office
4 14 (3.38%) MS PowerPoint
5 7 (1.69%) Stata
6 3 (0.72%) Spreadsheet
7 2 (0.48%) Gephi
8 1 (0.24%) Mathematica
Business Applications
1 10 (2.42%) SAP Oil and Gas
2 3 (0.72%) FastStats
3 1 (0.24%) Cognos TM1
3 1 (0.24%) Eloqua
3 1 (0.24%) Oracle ERP
3 1 (0.24%) SAP ERP
Cloud Services
1 12 (2.90%) Amazon AWS
2 9 (2.17%) Amazon EC2
2 9 (2.17%) Google Cloud Platform
3 8 (1.93%) Amazon S3
3 8 (1.93%) Cloud Computing
3 8 (1.93%) Microsoft Azure
4 6 (1.45%) PaaS
5 5 (1.21%) Google Analytics
6 3 (0.72%) SmartFocus
7 1 (0.24%) Amazon EMR
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 1 (0.24%) BGP
3 1 (0.24%) Broadband
3 1 (0.24%) DNS
Database & Business Intelligence
1 133 (32.13%) Big Data
2 113 (27.29%) Hadoop
3 99 (23.91%) Data Mining
4 59 (14.25%) NoSQL
5 51 (12.32%) Data Warehouse
6 41 (9.90%) SQL Server
7 39 (9.42%) QlikView
8 38 (9.18%) Apache Cassandra
9 36 (8.70%) Apache Hive
10 34 (8.21%) Relational Database
11 29 (7.00%) MongoDB
11 29 (7.00%) MySQL
12 28 (6.76%) SQL Server Reporting Services
13 26 (6.28%) Amazon Redshift
14 21 (5.07%) PostgreSQL
15 19 (4.59%) Impala
16 18 (4.35%) SQL Server Integration Services
17 17 (4.11%) Base SAS
17 17 (4.11%) HBase
18 16 (3.86%) RDBMS
Development Applications
1 12 (2.90%) Team Foundation Server
2 8 (1.93%) Visual Studio
3 1 (0.24%) SQL Server Management Studio (SSMS)
General
1 140 (33.82%) Marketing
2 111 (26.81%) Finance
3 28 (6.76%) Retail
3 28 (6.76%) Telecoms
4 18 (4.35%) Banking
5 15 (3.62%) Advertising
6 13 (3.14%) French Language
7 10 (2.42%) Automotive
7 10 (2.42%) Games
8 6 (1.45%) Manufacturing
9 5 (1.21%) Electronics
10 4 (0.97%) Billing
10 4 (0.97%) German Language
10 4 (0.97%) Legal
11 3 (0.72%) Law
11 3 (0.72%) Pharmaceutical
11 3 (0.72%) Spanish Language
12 2 (0.48%) Financial Institution
13 1 (0.24%) Front Office
13 1 (0.24%) Retail Banking
Job Titles
1 165 (39.86%) Analyst
2 150 (36.23%) Data Scientist
3 62 (14.98%) Data Analyst
4 52 (12.56%) Developer
5 34 (8.21%) Senior Data Scientist
6 33 (7.97%) SAS Analyst
7 27 (6.52%) Insight Analyst
8 22 (5.31%) Business Analyst
9 21 (5.07%) Analyst Developer
9 21 (5.07%) Senior Analyst
10 17 (4.11%) Data Engineer
10 17 (4.11%) SQL Analyst
11 16 (3.86%) Consultant
12 15 (3.62%) SQL Developer
12 15 (3.62%) Statistical Analyst
13 14 (3.38%) SAS Insight Analyst
14 12 (2.90%) Customer Analyst
14 12 (2.90%) Insurance Business Analyst
14 12 (2.90%) Machine Learning Engineer
15 11 (2.66%) Business Data Analyst
Libraries, Frameworks & Software Standards
1 17 (4.11%) Kafka
1 17 (4.11%) Natural Language Processing
2 15 (3.62%) JSON
2 15 (3.62%) Spark Streaming
2 15 (3.62%) XML
3 14 (3.38%) scikit-learn
4 13 (3.14%) .NET
5 9 (2.17%) NumPy
6 7 (1.69%) Pandas
7 6 (1.45%) Cascading
8 5 (1.21%) TensorFlow
8 5 (1.21%) Theano
9 4 (0.97%) D3.js
9 4 (0.97%) ELK Stack
9 4 (0.97%) LAMP
9 4 (0.97%) Node.js
10 3 (0.72%) OpenCV
11 2 (0.48%) MDX
11 2 (0.48%) ODBC
12 1 (0.24%) WF
Miscellaneous
1 209 (50.48%) Analytical Skills
2 133 (32.13%) Statistics
3 130 (31.40%) Mathematics
4 113 (27.29%) Algorithms
5 85 (20.53%) Computer Science
6 83 (20.05%) Visualisation
7 41 (9.90%) Economics
8 35 (8.45%) Artificial Intelligence
9 33 (7.97%) Data Structures
10 26 (6.28%) Physics
11 24 (5.80%) Management Information System
11 24 (5.80%) Neural Network
12 20 (4.83%) Credit Risk
13 11 (2.66%) Smart Meter
13 11 (2.66%) Social Media
14 9 (2.17%) Digital Media
15 8 (1.93%) Public Cloud
16 6 (1.45%) Cybercrime
17 5 (1.21%) Data Extraction
18 4 (0.97%) FMCG
Operating Systems
1 21 (5.07%) Linux
2 12 (2.90%) Unix
3 1 (0.24%) Windows
Processes & Methodologies
1 238 (57.49%) Analytics
2 170 (41.06%) Machine Learning
3 107 (25.85%) Data Analysis
4 77 (18.60%) Business Intelligence
5 66 (15.94%) Data Analytics
5 66 (15.94%) Predictive Modelling
6 56 (13.53%) Data Visualisation
7 49 (11.84%) Data Modelling
8 46 (11.11%) Customer Insight
9 34 (8.21%) Operations Research
9 34 (8.21%) Statistical Analysis
10 33 (7.97%) Data Management
11 31 (7.49%) ETL
11 31 (7.49%) MapReduce
12 28 (6.76%) Business Analysis
13 27 (6.52%) Software Engineering
14 26 (6.28%) E-Commerce
14 26 (6.28%) Logistic Regression
15 25 (6.04%) Agile Software Development
15 25 (6.04%) Open Source
Programming Languages
1 190 (45.89%) SQL
2 177 (42.75%) Python
3 167 (40.34%) R
4 117 (28.26%) Java
5 63 (15.22%) Scala
6 51 (12.32%) MATLAB
7 48 (11.59%) C++
8 46 (11.11%) VBA
9 28 (6.76%) JavaScript
10 17 (4.11%) C#
11 16 (3.86%) C
11 16 (3.86%) Perl
12 12 (2.90%) T-SQL
13 10 (2.42%) Shell Script
14 8 (1.93%) SAS Macro
15 7 (1.69%) Bash Shell
16 6 (1.45%) Julia
17 5 (1.21%) Ruby
18 4 (0.97%) Go
18 4 (0.97%) PHP
Qualifications
1 159 (38.41%) Degree
2 49 (11.84%) PhD
3 19 (4.59%) Security Cleared
4 9 (2.17%) DV Cleared
5 5 (1.21%) MBA
6 4 (0.97%) BPSS Clearance
6 4 (0.97%) CBAP
6 4 (0.97%) ISEB
7 3 (0.72%) Postgraduate
Quality Assurance & Compliance
1 20 (4.83%) Data Quality
2 5 (1.21%) QA
3 1 (0.24%) SLA
System Software
1 18 (4.35%) Docker
2 9 (2.17%) Apache ZooKeeper
3 2 (0.48%) Apache Flume
4 1 (0.24%) HDFS
Systems Management
1 9 (2.17%) Opscode Chef
2 5 (1.21%) Kibana
3 4 (0.97%) logstash
Vendors
1 49 (11.84%) Microsoft
2 40 (9.66%) Tableau
3 22 (5.31%) Oracle
4 17 (4.11%) TIBCO
5 14 (3.38%) SAP
6 13 (3.14%) Google
7 6 (1.45%) Cognos
8 5 (1.21%) IBM
9 4 (0.97%) Facebook
9 4 (0.97%) MicroStrategy
10 3 (0.72%) Adobe
10 3 (0.72%) Minitab
10 3 (0.72%) Sybase
11 2 (0.48%) Cloudera
11 2 (0.48%) Netezza
11 2 (0.48%) Tealeaf
11 2 (0.48%) Teradata
11 2 (0.48%) Twitter
11 2 (0.48%) Vertica
12 1 (0.24%) Marketo
City, London
Opus Recruitment Solutions Ltd
Salary: £55000 - £75000 per annum
Posted: Yesterday
London
Colston Consulting
Salary: £60000 - £75000 per annum, Benefits Excellent benefit and bonus
Posted: Yesterday
City, London
The Collinson Group
Salary: From £55,000 to £70,000 per annum
Posted: Yesterday
Bristol, Avon
Nakama
Salary: Up to £40,000 per annum
Posted: Yesterday
Leeds, Yorkshire
The Bridge Ltd
Posted: 2 days ago
London
CPS Group UK
Salary: £25000 - £35000 per annum + penison, benefits
Posted: 2 days ago
London
Churchill Frank International
Salary: £35000 - £40000 per annum + Benefits Package
Posted: 3 days ago
Nottingham, Nottinghamshire
Monarch Recruitment
Salary: £30000 - £60000 per annum
Posted: 3 days ago
North West
Parallel Consulting
Salary: £40000 - £45000 per annum
Posted: 4 days ago
Sheffield, South Yorkshire
Searchability
Salary: £35000 - £40000 per annum + benefits
Posted: 4 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £26,000 per annum
Posted: 5 days ago
London
Harrington Starr
Posted: 5 days ago
Central London / West End
Client Server
Salary: £40k to £60k + benefits
Posted: 3 days ago
London
TLP Consultancy Ltd.
Salary: £50000 - £65000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £30000 - £45000 per annum + Fantastic + Benefits + Prospects
Posted: 4 days ago
London
McGregor Boyall
Salary: £45000 - £70000.00 per annum
Posted: 5 days ago
Leeds
Capita plc
Salary: £30000 - £34000 per annum + Benefits
Posted: 5 days ago
Surrey
HFG
Salary: £25000 - £30000 per annum
Posted: 18 days ago
Newcastle Upon Tyne, Tyne and Wear
Emergent Network Intelligence Ltd.
Salary: Competitive salary based upon experience
Posted: 4 days ago
London
People Source Consulting
Salary: £30000 - £45000 per annum + 15% bonus and benefits package
Posted: 19 days ago
London
PwC
Salary: Market related
Posted: 18 days ago
Rotherham
Capita plc
Salary: £30000 - £34000 per annum + Benefits
Posted: 19 days ago
London
Client Server
Salary: £40,000 to £55,000 + benefits
Posted: 19 days ago
London
Client Server
Salary: £40k to £55k + benefits
Posted: 26 days ago