The table below looks at the statistics for Statistical Modelling skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Statistical Modelling over the 3 months to 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Statistical Modelling
Rank 509 550 574
Rank change year-on-year
+41 +24
Permanent jobs citing Statistical Modelling 107 102 122
As % of all permanent IT jobs located in London 0.27% 0.23% 0.25%
As % of the Processes & Methodologies category 0.30% 0.26% 0.29%
Number of salaries quoted 98 87 101
Median salary £57,500 £57,500 £51,500
Median salary % change year-on-year
- +11.65%
90% offered a salary of more than £39,250 £33,800 £33,432
10% offered a salary of more than £80,750 £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
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
35244 38971 42065
As % of all permanent IT jobs located in London 89.57% 87.91% 87.24%
Number of salaries quoted 30536 32722 34884
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £37,500 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
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 London

The demand trend of job ads across the London 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 London

Statistical Modelling
Salary Trend in London

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

Statistical Modelling Salary Trend in London

Statistical Modelling
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Statistical Modelling across the London region over the 3 months to 30 July 2016.

Statistical Modelling Salary Histogram in London

Statistical Modelling
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Modelling within the London region over the 3 months to 30 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
City of London +78 23 £55,000 +57.14% 2
Feltham - 1 £40,000 -
Statistical Modelling
England

Statistical Modelling
Top 30 Related IT Skills in London

For the 6 months to 30 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 London region with a requirement for Statistical Modelling.

1 137 (53.31%) Analytics
2 130 (50.58%) Python
3 120 (46.69%) Analytical Skills
4 110 (42.80%) Degree
5 104 (40.47%) SQL
6 99 (38.52%) Machine Learning
7 87 (33.85%) Marketing
8 81 (31.52%) Mathematics
8 81 (31.52%) Finance
9 78 (30.35%) R
10 77 (29.96%) Java
11 73 (28.40%) Computer Science
12 71 (27.63%) SAS
13 70 (27.24%) Statistics
14 65 (25.29%) Big Data
15 63 (24.51%) Data Mining
16 61 (23.74%) Apache Spark
17 55 (21.40%) Algorithms
17 55 (21.40%) Hadoop
17 55 (21.40%) Visualisation
18 52 (20.23%) Business Intelligence
19 43 (16.73%) SPSS
20 42 (16.34%) Data Warehouse
21 41 (15.95%) Data Analytics
22 38 (14.79%) Microsoft
23 37 (14.40%) PhD
24 36 (14.01%) C++
25 35 (13.62%) SQL Server
25 35 (13.62%) NoSQL
26 34 (13.23%) Data Visualisation

Statistical Modelling
Top Related IT Skills in London 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 71 (27.63%) SAS
2 61 (23.74%) Apache Spark
3 21 (8.17%) Apache
4 7 (2.72%) SharePoint
5 3 (1.17%) Apache Pig
6 1 (0.39%) Elasticsearch
Applications
1 43 (16.73%) SPSS
2 26 (10.12%) MS Excel
3 7 (2.72%) MS PowerPoint
4 6 (2.33%) MS Office
5 5 (1.95%) Stata
6 3 (1.17%) Gephi
7 1 (0.39%) Mathematica
7 1 (0.39%) Spreadsheet
Business Applications
1 4 (1.56%) SAP Oil and Gas
2 3 (1.17%) FastStats
3 1 (0.39%) Cognos TM1
Cloud Services
1 11 (4.28%) Amazon AWS
2 10 (3.89%) Amazon EC2
3 8 (3.11%) Amazon S3
3 8 (3.11%) Cloud Computing
3 8 (3.11%) Google Cloud Platform
3 8 (3.11%) Microsoft Azure
4 2 (0.78%) Amazon EMR
4 2 (0.78%) Google Analytics
4 2 (0.78%) SmartFocus
Communications & Networking
1 8 (3.11%) 3G
1 8 (3.11%) 4G
1 8 (3.11%) HSPA
1 8 (3.11%) LTE
1 8 (3.11%) Wi-Fi
2 7 (2.72%) Internet
3 1 (0.39%) BGP
3 1 (0.39%) Broadband
3 1 (0.39%) DNS
Database & Business Intelligence
1 65 (25.29%) Big Data
2 63 (24.51%) Data Mining
3 55 (21.40%) Hadoop
4 42 (16.34%) Data Warehouse
5 35 (13.62%) NoSQL
5 35 (13.62%) SQL Server
6 27 (10.51%) SQL Server Reporting Services
7 23 (8.95%) QlikView
8 19 (7.39%) Relational Database
9 18 (7.00%) PostgreSQL
10 17 (6.61%) SQL Server Integration Services
11 14 (5.45%) Amazon Redshift
12 13 (5.06%) SQL Server Analysis Services
12 13 (5.06%) Text Mining
13 11 (4.28%) Base SAS
14 10 (3.89%) Apache Cassandra
14 10 (3.89%) RDBMS
14 10 (3.89%) Redis
15 9 (3.50%) MySQL
16 5 (1.95%) Impala
Development Applications
1 11 (4.28%) Team Foundation Server
2 7 (2.72%) Visual Studio
3 1 (0.39%) SQL Server Management Studio (SSMS)
General
1 87 (33.85%) Marketing
2 81 (31.52%) Finance
3 26 (10.12%) Telecoms
4 15 (5.84%) Retail
5 14 (5.45%) Banking
6 12 (4.67%) Advertising
7 6 (2.33%) Games
8 5 (1.95%) French Language
8 5 (1.95%) Manufacturing
9 4 (1.56%) Billing
9 4 (1.56%) Electronics
9 4 (1.56%) German Language
9 4 (1.56%) Legal
10 3 (1.17%) Law
10 3 (1.17%) Spanish Language
11 2 (0.78%) Automotive
12 1 (0.39%) Front Office
Job Titles
1 90 (35.02%) Analyst
2 76 (29.57%) Data Scientist
3 31 (12.06%) Developer
4 27 (10.51%) Data Analyst
5 21 (8.17%) SAS Analyst
6 19 (7.39%) Business Analyst
7 15 (5.84%) Consultant
7 15 (5.84%) Data Engineer
7 15 (5.84%) Insight Analyst
8 14 (5.45%) SQL Developer
9 12 (4.67%) Insurance Business Analyst
9 12 (4.67%) Machine Learning Engineer
9 12 (4.67%) SAS Insight Analyst
9 12 (4.67%) Senior Data Scientist
10 11 (4.28%) Business Intelligence Analyst
10 11 (4.28%) Java Engineer
10 11 (4.28%) SQL Analyst
11 10 (3.89%) Hadoop Engineer
12 9 (3.50%) Business Developer
12 9 (3.50%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 15 (5.84%) scikit-learn
2 11 (4.28%) Kafka
3 7 (2.72%) .NET
3 7 (2.72%) Pandas
4 6 (2.33%) Natural Language Processing
5 5 (1.95%) D3.js
5 5 (1.95%) TensorFlow
5 5 (1.95%) Theano
6 4 (1.56%) LAMP
6 4 (1.56%) Node.js
7 3 (1.17%) OpenCV
8 2 (0.78%) MDX
8 2 (0.78%) NumPy
8 2 (0.78%) Web Services
9 1 (0.39%) ELK Stack
Miscellaneous
1 120 (46.69%) Analytical Skills
2 81 (31.52%) Mathematics
3 73 (28.40%) Computer Science
4 70 (27.24%) Statistics
5 55 (21.40%) Algorithms
5 55 (21.40%) Visualisation
6 32 (12.45%) Economics
7 25 (9.73%) Artificial Intelligence
8 17 (6.61%) Data Structures
9 14 (5.45%) Physics
10 11 (4.28%) Credit Risk
11 9 (3.50%) Management Information System
11 9 (3.50%) Neural Network
12 8 (3.11%) Public Cloud
13 4 (1.56%) Replication
14 3 (1.17%) Equities
14 3 (1.17%) FMCG
15 2 (0.78%) CUDA
15 2 (0.78%) Mobile App
15 2 (0.78%) Xbox
Operating Systems
1 16 (6.23%) Linux
2 6 (2.33%) Unix
Processes & Methodologies
1 137 (53.31%) Analytics
2 99 (38.52%) Machine Learning
3 52 (20.23%) Business Intelligence
4 41 (15.95%) Data Analytics
5 34 (13.23%) Data Modelling
5 34 (13.23%) Data Visualisation
6 32 (12.45%) Customer Insight
7 29 (11.28%) Data Analysis
8 26 (10.12%) Predictive Modelling
9 24 (9.34%) Software Engineering
10 19 (7.39%) E-Commerce
11 18 (7.00%) Agile Software Development
11 18 (7.00%) CHAID
11 18 (7.00%) OO
12 17 (6.61%) ETL
13 16 (6.23%) Operations Research
14 15 (5.84%) Business Analysis
14 15 (5.84%) Project Management
15 14 (5.45%) DevOps
15 14 (5.45%) Statistical Analysis
Programming Languages
1 130 (50.58%) Python
2 104 (40.47%) SQL
3 78 (30.35%) R
4 77 (29.96%) Java
5 36 (14.01%) C++
6 33 (12.84%) MATLAB
7 31 (12.06%) Scala
8 30 (11.67%) VBA
9 12 (4.67%) C#
10 10 (3.89%) JavaScript
11 9 (3.50%) T-SQL
12 7 (2.72%) Bash Shell
13 6 (2.33%) Julia
13 6 (2.33%) Perl
13 6 (2.33%) SAS Macro
14 4 (1.56%) Shell Script
15 3 (1.17%) C
15 3 (1.17%) Haskell
16 2 (0.78%) Go
17 1 (0.39%) Ruby
Qualifications
1 110 (42.80%) Degree
2 37 (14.40%) PhD
3 4 (1.56%) BPSS Clearance
3 4 (1.56%) CBAP
3 4 (1.56%) ISEB
3 4 (1.56%) MBA
4 2 (0.78%) Postgraduate
4 2 (0.78%) Security Cleared
Quality Assurance & Compliance
1 14 (5.45%) Data Quality
2 3 (1.17%) QA
3 1 (0.39%) SLA
System Software
1 17 (6.61%) Docker
2 9 (3.50%) Apache ZooKeeper
3 2 (0.78%) Apache Flume
4 1 (0.39%) HDFS
Systems Management
1 9 (3.50%) Opscode Chef
2 1 (0.39%) Kibana
2 1 (0.39%) logstash
Vendors
1 38 (14.79%) Microsoft
2 19 (7.39%) Tableau
3 10 (3.89%) Google
4 6 (2.33%) Cognos
4 6 (2.33%) MicroStrategy
5 5 (1.95%) Oracle
5 5 (1.95%) SAP
6 4 (1.56%) Netezza
6 4 (1.56%) Vertica
7 3 (1.17%) IBM
7 3 (1.17%) Sybase
8 2 (0.78%) Adobe
9 1 (0.39%) Apple
9 1 (0.39%) Clarabridge
9 1 (0.39%) Cloudera
9 1 (0.39%) Dell
9 1 (0.39%) Hyperion
9 1 (0.39%) Minitab
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