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 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Statistical Modelling
Rank 710 788 849
Rank change year-on-year
+78 +61
Permanent jobs citing Statistical Modelling 169 156 118
As % of all permanent IT jobs located in England 0.19% 0.15% 0.11%
As % of the Processes & Methodologies category 0.21% 0.17% 0.13%
Number of salaries quoted 147 126 95
Median salary £45,000 £50,000 £45,000
Median salary % change year-on-year
-10.00% +11.11%
90% offered a salary of more than £30,000 £31,250 £27,500
10% offered a salary of more than £75,000 £77,500 £62,500
UK excluding London median salary £42,500 £37,500 £40,000
% change year-on-year
+13.33% -6.25%
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
78915 89244 91266
As % of all permanent IT jobs located in England 88.28% 87.43% 85.39%
Number of salaries quoted 66196 74537 73764
Median salary £50,000 £50,000 £48,750
Median salary % change year-on-year
- +2.56%
90% offered a salary of more than £32,500 £32,500 £30,500
10% offered a salary of more than £80,000 £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 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 29 September 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 29 September 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 +33 96 £57,500 +9.52% 11
Yorkshire +38 18 £35,000 -12.50% 1
West Midlands -3 15 £45,000 +12.50% 2
South East +50 10 £50,000 +61.29% 5
East of England +18 8 £40,000 -1.84% 1
East Midlands +16 8 £42,500 -
North West +4 7 £30,000 -17.24% 1
South West -1 5 £35,000 -13.58%
North East - 2 £45,000 - 1
Statistical Modelling
UK

Statistical Modelling
Top 30 Related IT Skills in England

For the 6 months to 29 September 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.

1 220 (58.98%) Analytics
2 185 (49.60%) Python
3 181 (48.53%) Analytical Skills
4 168 (45.04%) R
4 168 (45.04%) Machine Learning
5 163 (43.70%) Degree
6 159 (42.63%) SQL
7 124 (33.24%) Statistics
8 123 (32.98%) Marketing
9 116 (31.10%) Mathematics
10 114 (30.56%) Big Data
11 110 (29.49%) SAS
12 109 (29.22%) Java
13 102 (27.35%) Hadoop
14 97 (26.01%) Apache Spark
15 92 (24.66%) Data Mining
16 89 (23.86%) Algorithms
17 83 (22.25%) Visualisation
18 77 (20.64%) Business Intelligence
19 76 (20.38%) Data Analysis
20 70 (18.77%) Finance
21 67 (17.96%) Data Analytics
22 66 (17.69%) Computer Science
23 58 (15.55%) NoSQL
24 56 (15.01%) Predictive Modelling
24 56 (15.01%) PhD
24 56 (15.01%) Scala
25 53 (14.21%) Data Visualisation
26 50 (13.40%) Data Modelling
27 43 (11.53%) MATLAB

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
1 110 (29.49%) SAS
2 97 (26.01%) Apache Spark
3 33 (8.85%) Apache
4 26 (6.97%) Apache Pig
5 2 (0.54%) Elasticsearch
5 2 (0.54%) SharePoint
Applications
1 38 (10.19%) MS Excel
2 31 (8.31%) SPSS
3 15 (4.02%) MS Office
4 11 (2.95%) MS PowerPoint
5 6 (1.61%) Stata
6 4 (1.07%) Gephi
7 2 (0.54%) Spreadsheet
8 1 (0.27%) Mathematica
8 1 (0.27%) S-PLUS
Business Applications
1 8 (2.14%) SAP Oil and Gas
2 7 (1.88%) FastStats
3 2 (0.54%) Oracle ERP
3 2 (0.54%) SAP ERP
3 2 (0.54%) SAP InfiniteInsight
4 1 (0.27%) Cognos TM1
4 1 (0.27%) Data Workbench
4 1 (0.27%) Eloqua
4 1 (0.27%) Oracle Financials
Cloud Services
1 13 (3.49%) Amazon AWS
2 11 (2.95%) Amazon EC2
3 9 (2.41%) Cloud Computing
3 9 (2.41%) Google Analytics
3 9 (2.41%) Google Cloud Platform
4 8 (2.14%) Amazon S3
4 8 (2.14%) Microsoft Azure
5 5 (1.34%) PaaS
6 3 (0.80%) Amazon EMR
7 2 (0.54%) SmartFocus
8 1 (0.27%) Adobe Analytics
Communications & Networking
1 8 (2.14%) 3G
1 8 (2.14%) 4G
1 8 (2.14%) HSPA
1 8 (2.14%) LTE
1 8 (2.14%) Wi-Fi
2 6 (1.61%) Internet
Database & Business Intelligence
1 114 (30.56%) Big Data
2 102 (27.35%) Hadoop
3 92 (24.66%) Data Mining
4 58 (15.55%) NoSQL
5 33 (8.85%) Amazon Redshift
6 32 (8.58%) Relational Database
7 30 (8.04%) Apache Hive
8 29 (7.77%) Apache Cassandra
9 26 (6.97%) Data Warehouse
9 26 (6.97%) PostgreSQL
10 24 (6.43%) MongoDB
11 23 (6.17%) MySQL
11 23 (6.17%) SQL Server
12 21 (5.63%) QlikView
13 20 (5.36%) Text Mining
14 19 (5.09%) Impala
14 19 (5.09%) RDBMS
15 16 (4.29%) Neo4j
16 13 (3.49%) HBase
16 13 (3.49%) Parquet
Development Applications
1 1 (0.27%) Team Foundation Server
General
1 123 (32.98%) Marketing
2 70 (18.77%) Finance
3 24 (6.43%) Retail
4 20 (5.36%) Telecoms
5 18 (4.83%) Games
6 15 (4.02%) French Language
7 14 (3.75%) Advertising
7 14 (3.75%) Automotive
8 12 (3.22%) Banking
9 3 (0.80%) Billing
9 3 (0.80%) Electronics
9 3 (0.80%) Law
9 3 (0.80%) Manufacturing
10 2 (0.54%) German Language
10 2 (0.54%) Mandarin Language
11 1 (0.27%) Legal
11 1 (0.27%) Pharmaceutical
11 1 (0.27%) Spanish Language
Job Titles
1 151 (40.48%) Analyst
2 131 (35.12%) Data Scientist
3 59 (15.82%) Data Analyst
4 37 (9.92%) Developer
5 29 (7.77%) Insight Analyst
6 25 (6.70%) Senior Data Scientist
7 23 (6.17%) SAS Analyst
8 20 (5.36%) Senior Analyst
9 16 (4.29%) Business Analyst
10 15 (4.02%) Consultant
11 14 (3.75%) Data Engineer
12 13 (3.49%) Analyst Developer
12 13 (3.49%) SAS Insight Analyst
12 13 (3.49%) SQL Analyst
13 11 (2.95%) Customer Analyst
14 10 (2.68%) Data Consultant
14 10 (2.68%) Insurance Business Analyst
15 9 (2.41%) Quantitative Analyst
15 9 (2.41%) Quantitative Developer
15 9 (2.41%) Statistician
Libraries, Frameworks & Software Standards
1 14 (3.75%) scikit-learn
2 13 (3.49%) JSON
2 13 (3.49%) Natural Language Processing
2 13 (3.49%) Spark Streaming
2 13 (3.49%) XML
3 11 (2.95%) Kafka
4 9 (2.41%) .NET
5 8 (2.14%) NumPy
6 7 (1.88%) Cascading
6 7 (1.88%) D3.js
6 7 (1.88%) Pandas
7 4 (1.07%) LAMP
7 4 (1.07%) Node.js
8 3 (0.80%) OpenCV
8 3 (0.80%) TensorFlow
8 3 (0.80%) Theano
8 3 (0.80%) Web Services
9 1 (0.27%) ELK Stack
Miscellaneous
1 181 (48.53%) Analytical Skills
2 124 (33.24%) Statistics
3 116 (31.10%) Mathematics
4 89 (23.86%) Algorithms
5 83 (22.25%) Visualisation
6 66 (17.69%) Computer Science
7 36 (9.65%) Artificial Intelligence
7 36 (9.65%) Economics
8 30 (8.04%) Physics
9 28 (7.51%) Neural Network
10 24 (6.43%) Data Structures
11 11 (2.95%) Smart Meter
12 10 (2.68%) Social Media
13 9 (2.41%) Management Information System
14 8 (2.14%) Credit Risk
14 8 (2.14%) Public Cloud
15 7 (1.88%) Cybercrime
15 7 (1.88%) Hedge funds
16 6 (1.61%) Xbox
17 5 (1.34%) Life Science
Operating Systems
1 25 (6.70%) Linux
2 13 (3.49%) Unix
Processes & Methodologies
1 220 (58.98%) Analytics
2 168 (45.04%) Machine Learning
3 77 (20.64%) Business Intelligence
4 76 (20.38%) Data Analysis
5 67 (17.96%) Data Analytics
6 56 (15.01%) Predictive Modelling
7 53 (14.21%) Data Visualisation
8 50 (13.40%) Data Modelling
9 38 (10.19%) Customer Insight
10 34 (9.12%) Data Management
11 33 (8.85%) Actionable Insight
12 30 (8.04%) MapReduce
13 28 (7.51%) Bayesian Methods
13 28 (7.51%) E-Commerce
14 26 (6.97%) Software Engineering
15 25 (6.70%) Agile Software Development
15 25 (6.70%) Project Management
16 24 (6.43%) ETL
16 24 (6.43%) Logistic Regression
16 24 (6.43%) Open Source
Programming Languages
1 185 (49.60%) Python
2 168 (45.04%) R
3 159 (42.63%) SQL
4 109 (29.22%) Java
5 56 (15.01%) Scala
6 43 (11.53%) MATLAB
7 37 (9.92%) C++
8 34 (9.12%) VBA
9 25 (6.70%) JavaScript
10 16 (4.29%) Perl
11 11 (2.95%) C
12 10 (2.68%) C#
12 10 (2.68%) Shell Script
13 8 (2.14%) VB
14 7 (1.88%) Bash Shell
15 6 (1.61%) Go
15 6 (1.61%) T-SQL
16 4 (1.07%) Ruby
17 2 (0.54%) Julia
17 2 (0.54%) SAS Macro
Qualifications
1 163 (43.70%) Degree
2 56 (15.01%) PhD
3 15 (4.02%) Security Cleared
4 7 (1.88%) DV Cleared
5 4 (1.07%) Postgraduate
6 3 (0.80%) BPSS Clearance
7 1 (0.27%) MBA
Quality Assurance & Compliance
1 11 (2.95%) QA
2 7 (1.88%) Data Quality
3 2 (0.54%) Actionable Recommendations
4 1 (0.27%) SLA
System Software
1 9 (2.41%) Docker
2 5 (1.34%) Apache ZooKeeper
3 1 (0.27%) HDFS
Systems Management
1 5 (1.34%) Opscode Chef
2 1 (0.27%) Kibana
2 1 (0.27%) logstash
Vendors
1 40 (10.72%) Tableau
2 38 (10.19%) Microsoft
3 21 (5.63%) Oracle
4 17 (4.56%) Google
5 14 (3.75%) SAP
6 13 (3.49%) TIBCO
7 10 (2.68%) Facebook
7 10 (2.68%) MicroStrategy
8 9 (2.41%) IBM
8 9 (2.41%) Netezza
8 9 (2.41%) Vertica
9 7 (1.88%) Cognos
9 7 (1.88%) Tealeaf
9 7 (1.88%) Twitter
10 4 (1.07%) Adobe
11 3 (0.80%) Sybase
12 2 (0.54%) Cloudera
12 2 (0.54%) Teradata
13 1 (0.27%) Clarabridge
13 1 (0.27%) Marketo
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Salary: £28000.00 - £32000.00 per annum
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Salary: £34000 - £40000 per annum + Bonus and benefits package
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