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 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Statistical Modelling
Rank 540 567 566
Rank change year-on-year
+27 -1
Permanent jobs citing Statistical Modelling 59 97 101
As % of all permanent IT jobs located in London 0.17% 0.22% 0.22%
As % of the Processes & Methodologies category 0.19% 0.25% 0.26%
Number of salaries quoted 50 91 93
Median salary £57,500 £59,000 £50,000
Median salary % change year-on-year
-2.54% +18.00%
90% offered a salary of more than £39,900 £38,250 £40,000
10% offered a salary of more than £85,500 £77,500 £85,000
UK excluding London median salary £42,500 £47,500 £45,000
% change year-on-year
-10.52% +5.55%
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
31364 38246 38707
As % of all permanent IT jobs located in London 89.04% 88.28% 86.20%
Number of salaries quoted 26560 32289 32689
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 £39,250 £38,500 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 9 December 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 9 December 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 +24 5 £45,000 +12.50% 3
Statistical Modelling
England

Statistical Modelling
Top 30 Related IT Skills in London

For the 6 months to 9 December 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 88 (56.41%) Analytics
2 87 (55.77%) Python
3 71 (45.51%) R
4 69 (44.23%) Degree
5 67 (42.95%) Machine Learning
5 67 (42.95%) Analytical Skills
6 64 (41.03%) SQL
7 63 (40.38%) Statistics
8 58 (37.18%) Mathematics
9 51 (32.69%) Marketing
10 48 (30.77%) Visualisation
11 43 (27.56%) Algorithms
12 42 (26.92%) Apache Spark
13 41 (26.28%) Java
14 39 (25.00%) Computer Science
14 39 (25.00%) Hadoop
15 38 (24.36%) Data Mining
15 38 (24.36%) Finance
16 36 (23.08%) PhD
17 33 (21.15%) SAS
18 32 (20.51%) Big Data
19 27 (17.31%) Data Analytics
20 25 (16.03%) Tableau
21 24 (15.38%) Business Intelligence
22 23 (14.74%) Data Visualisation
22 23 (14.74%) Physics
23 22 (14.10%) Data Modelling
23 22 (14.10%) Data Analysis
23 22 (14.10%) Actionable Insight
24 20 (12.82%) SPSS

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 42 (26.92%) Apache Spark
2 33 (21.15%) SAS
3 2 (1.28%) Apache Pig
4 1 (0.64%) Apache
4 1 (0.64%) Jupyter
Applications
1 20 (12.82%) SPSS
2 4 (2.56%) Gephi
2 4 (2.56%) MS Excel
3 3 (1.92%) Spreadsheet
4 2 (1.28%) MS PowerPoint
5 1 (0.64%) Mathematica
5 1 (0.64%) Stata
Business Applications
1 8 (5.13%) FastStats
2 2 (1.28%) SAP Oil and Gas
3 1 (0.64%) Cognos TM1
3 1 (0.64%) Oracle Financials
Cloud Services
1 6 (3.85%) Amazon AWS
2 4 (2.56%) Amazon EC2
2 4 (2.56%) Google Analytics
3 3 (1.92%) Amazon EMR
4 2 (1.28%) Cloud Computing
5 1 (0.64%) Adobe Analytics
5 1 (0.64%) Amazon S3
5 1 (0.64%) Google Cloud Platform
5 1 (0.64%) Microsoft Azure
Communications & Networking
1 2 (1.28%) Internet
2 1 (0.64%) 3G
2 1 (0.64%) 4G
2 1 (0.64%) HSPA
2 1 (0.64%) LTE
2 1 (0.64%) SMS
2 1 (0.64%) Wi-Fi
Database & Business Intelligence
1 39 (25.00%) Hadoop
2 38 (24.36%) Data Mining
3 32 (20.51%) Big Data
4 20 (12.82%) NoSQL
5 16 (10.26%) Amazon Redshift
5 16 (10.26%) Text Mining
6 11 (7.05%) Looker
7 10 (6.41%) Data Warehouse
7 10 (6.41%) SQL Server
8 9 (5.77%) PostgreSQL
9 8 (5.13%) QlikView
9 8 (5.13%) Relational Database
10 7 (4.49%) Apache Cassandra
10 7 (4.49%) Impala
10 7 (4.49%) RDBMS
10 7 (4.49%) Redis
11 6 (3.85%) OLAP
11 6 (3.85%) Spark SQL
12 5 (3.21%) Base SAS
13 3 (1.92%) Neo4j
Development Applications
1 1 (0.64%) Git (software)
General
1 51 (32.69%) Marketing
2 38 (24.36%) Finance
3 11 (7.05%) Games
4 8 (5.13%) Advertising
5 7 (4.49%) Retail
6 5 (3.21%) Telecoms
7 4 (2.56%) Automotive
7 4 (2.56%) Banking
8 3 (1.92%) German Language
9 2 (1.28%) Electronics
9 2 (1.28%) French Language
9 2 (1.28%) Law
9 2 (1.28%) Manufacturing
9 2 (1.28%) Spanish Language
10 1 (0.64%) Legal
10 1 (0.64%) Polish Language
10 1 (0.64%) Publishing
Job Titles
1 60 (38.46%) Data Scientist
2 42 (26.92%) Analyst
3 21 (13.46%) Data Analyst
4 20 (12.82%) Senior Data Scientist
5 17 (10.90%) Developer
6 12 (7.69%) Consultant
7 11 (7.05%) Senior Analyst
8 9 (5.77%) Architect
8 9 (5.77%) Quantitative Developer
9 8 (5.13%) Data Consultant
10 7 (4.49%) Machine Learning Scientist
10 7 (4.49%) SPSS Analyst
10 7 (4.49%) Statistical Analyst
10 7 (4.49%) Statistician
11 6 (3.85%) Analytics Manager
11 6 (3.85%) Java Developer
12 5 (3.21%) Big Data Developer
12 5 (3.21%) Insight Analyst
12 5 (3.21%) Solutions Architect
13 4 (2.56%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 7 (4.49%) scikit-learn
2 6 (3.85%) Pandas
3 5 (3.21%) D3.js
4 3 (1.92%) NumPy
4 3 (1.92%) SciPy
4 3 (1.92%) Web Services
5 2 (1.28%) .NET
5 2 (1.28%) Natural Language Processing
6 1 (0.64%) Django
6 1 (0.64%) Node.js
6 1 (0.64%) Velocity
Miscellaneous
1 67 (42.95%) Analytical Skills
2 63 (40.38%) Statistics
3 58 (37.18%) Mathematics
4 48 (30.77%) Visualisation
5 43 (27.56%) Algorithms
6 39 (25.00%) Computer Science
7 23 (14.74%) Physics
8 16 (10.26%) Artificial Intelligence
9 13 (8.33%) Economics
10 8 (5.13%) Data Structures
10 8 (5.13%) Neural Network
11 6 (3.85%) Hedge funds
11 6 (3.85%) Life Science
11 6 (3.85%) Xbox
12 4 (2.56%) Fintech
13 3 (1.92%) Equities
13 3 (1.92%) User Experience
14 2 (1.28%) Applied Mathematics
14 2 (1.28%) Client/Server
14 2 (1.28%) Management Information System
Operating Systems
1 12 (7.69%) Linux
2 6 (3.85%) Unix
Processes & Methodologies
1 88 (56.41%) Analytics
2 67 (42.95%) Machine Learning
3 27 (17.31%) Data Analytics
4 24 (15.38%) Business Intelligence
5 23 (14.74%) Data Visualisation
6 22 (14.10%) Actionable Insight
6 22 (14.10%) Data Analysis
6 22 (14.10%) Data Modelling
7 17 (10.90%) Agile Software Development
8 16 (10.26%) Information Retrieval
8 16 (10.26%) Statistical Analysis
9 14 (8.97%) Bayesian Methods
9 14 (8.97%) Software Engineering
10 12 (7.69%) Customer Insight
10 12 (7.69%) Data Management
10 12 (7.69%) E-Commerce
10 12 (7.69%) Predictive Modelling
10 12 (7.69%) Project Management
11 10 (6.41%) CHAID
12 9 (5.77%) ETL
Programming Languages
1 87 (55.77%) Python
2 71 (45.51%) R
3 64 (41.03%) SQL
4 41 (26.28%) Java
5 19 (12.18%) C++
6 12 (7.69%) Scala
7 10 (6.41%) MATLAB
8 7 (4.49%) VBA
9 5 (3.21%) C#
9 5 (3.21%) JavaScript
9 5 (3.21%) Perl
10 4 (2.56%) Go
11 3 (1.92%) Bash Shell
12 2 (1.28%) Haskell
12 2 (1.28%) Julia
13 1 (0.64%) C
Qualifications
1 69 (44.23%) Degree
2 36 (23.08%) PhD
3 2 (1.28%) BPSS Clearance
4 1 (0.64%) Postgraduate
Quality Assurance & Compliance
1 7 (4.49%) Data Quality
2 4 (2.56%) QA
System Software
1 1 (0.64%) Docker
Vendors
1 25 (16.03%) Tableau
2 10 (6.41%) MicroStrategy
3 9 (5.77%) Netezza
3 9 (5.77%) Vertica
4 6 (3.85%) Google
5 5 (3.21%) Cognos
6 4 (2.56%) Microsoft
6 4 (2.56%) Oracle
6 4 (2.56%) SAP
7 3 (1.92%) Sybase
8 1 (0.64%) Adobe
8 1 (0.64%) Cloudera
8 1 (0.64%) Dell
8 1 (0.64%) Facebook
8 1 (0.64%) Hyperion
8 1 (0.64%) IBM
8 1 (0.64%) Intel
8 1 (0.64%) Minitab
8 1 (0.64%) Omniture
8 1 (0.64%) Yahoo!
City, London
Parallel Consulting
Salary: £75 - £65000 per annum
Posted: Yesterday
Central London / West End
Client Server
Salary: £30k to £40k + benefits
Posted: Yesterday
London
Oho Group Ltd.
Salary: £35000 - £75000 per annum
Posted: 3 days ago
London
Churchill Frank
Salary: £80000 - £81000 per annum
Posted: Yesterday
City, London
The Bridge Ltd
Salary: From £60,000 to £80,000 per annum Pension Scheme, Life & Medical Insur
Posted: Yesterday
City, London
Harris Global
Salary: From £50,000 to £65,000 per annum + bonus and benefits
Posted: 2 days ago
Kingston Upon Thames, Surrey
First Point
Salary: £35000.00 - £45000.00 per annum
Posted: 2 days ago
London
HFG
Salary: £65000 - £70000 per annum
Posted: 3 days ago
London
Parallel Consulting
Salary: £40000 - £50000 per annum + bonus + benefits
Posted: 4 days ago
Central London
Savvy Recruitment
Salary: £40,000 - £50,000 per year
Posted: 8 days ago
Central London
Savvy Recruitment
Salary: £25,000 - £35,000 per year
Posted: 9 days ago
London
Client Server
Salary: £35k to £40k + benefits
Posted: 9 days ago
London
Client Server
Salary: £80k to £100k + benefits
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London
Client Server
Salary: £80k to £100k + bonus + benefits
Posted: 15 days ago
London
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Salary: £30k to £40k + benefits
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London
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Salary: £80000 - £100000 per annum + bonus + benefits
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