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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Statistical Modelling
UK / England
Rank 692 741 748
Rank change year-on-year
+49 +7
Permanent jobs citing Statistical Modelling 130 156 182
As % of all permanent IT jobs located in England 0.16% 0.17% 0.19%
As % of the Processes & Methodologies category 0.19% 0.19% 0.22%
Number of salaries quoted 120 125 159
Median salary £52,500 £57,500 £50,000
Median salary % change year-on-year
-8.69% +15.00%
90% offered a salary of more than £30,000 £38,250 £37,500
10% offered a salary of more than £72,750 £100,000 £85,000
UK excluding London median salary £42,500 £50,000 £45,000
% change year-on-year
-15.00% +11.11%

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
69474 82049 82909
As % of all permanent IT jobs located in England 88.16% 87.73% 86.04%
Number of salaries quoted 57643 69032 68875
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £77,500
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 18 January 2017.

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 18 January 2017. 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 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 +34 69 £57,500 -8.00% 25
South East +57 19 £58,000 +16.00% 6
North West -9 16 £30,000 +0.45% 2
East Midlands +23 13 £42,500 -22.72%
Yorkshire +21 4 £35,000 -6.66% 1
South West +18 4 £40,000 +14.28% 1
West Midlands -10 3 £30,000 -53.84% 7
East of England +24 1 £45,850 -12.66%
North East - 1 £34,000 -
Statistical Modelling
UK

Statistical Modelling
Top 30 Related IT Skills in England

For the 6 months to 18 January 2017, 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.

1 174 (59.39%) R
2 169 (57.68%) Analytics
3 162 (55.29%) Python
4 140 (47.78%) SQL
5 130 (44.37%) Degree
5 130 (44.37%) Analytical Skills
6 117 (39.93%) Machine Learning
7 110 (37.54%) Statistics
8 104 (35.49%) Marketing
9 102 (34.81%) SAS
10 87 (29.69%) Mathematics
11 74 (25.26%) Business Intelligence
12 66 (22.53%) Data Mining
13 64 (21.84%) Big Data
14 60 (20.48%) Tableau
15 58 (19.80%) Hadoop
16 55 (18.77%) Visualisation
16 55 (18.77%) Data Analysis
17 54 (18.43%) PhD
17 54 (18.43%) Algorithms
18 53 (18.09%) Apache Spark
18 53 (18.09%) Finance
19 52 (17.75%) Data Analytics
20 51 (17.41%) Computer Science
21 46 (15.70%) Java
22 44 (15.02%) Actionable Insight
23 35 (11.95%) SPSS
23 35 (11.95%) Physics
24 33 (11.26%) Predictive Modelling
25 32 (10.92%) Data Modelling

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
1 102 (34.81%) SAS
2 53 (18.09%) Apache Spark
3 8 (2.73%) Apache
3 8 (2.73%) Apache Pig
4 6 (2.05%) Elasticsearch
5 4 (1.37%) Jupyter
6 2 (0.68%) SharePoint
7 1 (0.34%) Apache Airflow
7 1 (0.34%) Luigi
Applications
1 35 (11.95%) SPSS
2 25 (8.53%) MS Excel
3 12 (4.10%) Stata
4 10 (3.41%) MS PowerPoint
5 9 (3.07%) MS Office
6 6 (2.05%) Spreadsheet
7 2 (0.68%) Gephi
8 1 (0.34%) EViews
8 1 (0.34%) Mathematica
8 1 (0.34%) S-PLUS
Business Applications
1 8 (2.73%) FastStats
2 2 (0.68%) SAP InfiniteInsight
3 1 (0.34%) Data Workbench
3 1 (0.34%) Oracle ERP
3 1 (0.34%) Oracle Financials
3 1 (0.34%) SAP ERP
3 1 (0.34%) SAP Oil and Gas
Cloud Services
1 16 (5.46%) Google Analytics
2 10 (3.41%) Amazon AWS
3 4 (1.37%) Microsoft Azure
4 3 (1.02%) Amazon EC2
4 3 (1.02%) Amazon EMR
4 3 (1.02%) PaaS
5 2 (0.68%) Adobe Analytics
6 1 (0.34%) Amazon S3
6 1 (0.34%) Cloud Computing
6 1 (0.34%) Google Cloud Platform
6 1 (0.34%) Google Play
Communications & Networking
1 3 (1.02%) MVNO
2 2 (0.68%) Internet
2 2 (0.68%) Symposium
3 1 (0.34%) SMS
Database & Business Intelligence
1 66 (22.53%) Data Mining
2 64 (21.84%) Big Data
3 58 (19.80%) Hadoop
4 27 (9.22%) NoSQL
5 23 (7.85%) Data Warehouse
6 19 (6.48%) MongoDB
6 19 (6.48%) Relational Database
7 17 (5.80%) Apache Cassandra
8 16 (5.46%) PostgreSQL
9 15 (5.12%) Amazon Redshift
9 15 (5.12%) Base SAS
9 15 (5.12%) SQL Server
9 15 (5.12%) Text Mining
10 14 (4.78%) Looker
11 12 (4.10%) MySQL
11 12 (4.10%) RDBMS
12 10 (3.41%) Neo4j
12 10 (3.41%) SQL Server Integration Services
13 9 (3.07%) QlikView
14 8 (2.73%) Impala
Development Applications
1 3 (1.02%) JIRA
2 1 (0.34%) Git (software)
2 1 (0.34%) Jenkins
General
1 104 (35.49%) Marketing
2 53 (18.09%) Finance
3 21 (7.17%) Retail
4 15 (5.12%) Games
5 10 (3.41%) Automotive
6 7 (2.39%) Advertising
6 7 (2.39%) Telecoms
7 5 (1.71%) French Language
7 5 (1.71%) German Language
8 4 (1.37%) Spanish Language
9 3 (1.02%) Banking
9 3 (1.02%) Mandarin Language
10 2 (0.68%) Pharmaceutical
11 1 (0.34%) Electronics
11 1 (0.34%) Legal
11 1 (0.34%) Manufacturing
11 1 (0.34%) Polish Language
11 1 (0.34%) Publishing
Job Titles
1 122 (41.64%) Analyst
2 104 (35.49%) Data Scientist
3 37 (12.63%) Data Analyst
3 37 (12.63%) Senior Analyst
4 25 (8.53%) Insight Analyst
5 20 (6.83%) Senior Data Scientist
6 18 (6.14%) Marketing Analyst
7 14 (4.78%) Developer
8 12 (4.10%) Statistical Analyst
9 11 (3.75%) Data Engineer
10 10 (3.41%) Consultant
10 10 (3.41%) SAS Analyst
11 9 (3.07%) Senior Data Analyst
11 9 (3.07%) SPSS Analyst
12 8 (2.73%) Risk Analyst
12 8 (2.73%) SQL Analyst
12 8 (2.73%) Web Analyst
13 7 (2.39%) Analytics Manager
13 7 (2.39%) Business Intelligence Analyst
13 7 (2.39%) Data Manager
Libraries, Frameworks & Software Standards
1 8 (2.73%) NumPy
1 8 (2.73%) Pandas
1 8 (2.73%) scikit-learn
2 7 (2.39%) LAMP
3 6 (2.05%) D3.js
4 5 (1.71%) .NET
5 4 (1.37%) Natural Language Processing
5 4 (1.37%) SciPy
5 4 (1.37%) Web Services
6 3 (1.02%) Torch
7 1 (0.34%) Cascading
7 1 (0.34%) Django
7 1 (0.34%) Kafka
7 1 (0.34%) Velocity
Miscellaneous
1 130 (44.37%) Analytical Skills
2 110 (37.54%) Statistics
3 87 (29.69%) Mathematics
4 55 (18.77%) Visualisation
5 54 (18.43%) Algorithms
6 51 (17.41%) Computer Science
7 35 (11.95%) Physics
8 22 (7.51%) Credit Risk
9 21 (7.17%) Neural Network
10 19 (6.48%) Economics
11 18 (6.14%) Artificial Intelligence
12 14 (4.78%) Data Structures
13 10 (3.41%) Social Media
14 6 (2.05%) Hedge funds
14 6 (2.05%) Management Information System
14 6 (2.05%) Xbox
15 5 (1.71%) Life Science
15 5 (1.71%) Mobile App
16 4 (1.37%) Fintech
17 3 (1.02%) User Experience
Operating Systems
1 17 (5.80%) Linux
2 5 (1.71%) Unix
3 1 (0.34%) Apple iOS
3 1 (0.34%) Windows
Processes & Methodologies
1 169 (57.68%) Analytics
2 117 (39.93%) Machine Learning
3 74 (25.26%) Business Intelligence
4 55 (18.77%) Data Analysis
5 52 (17.75%) Data Analytics
6 44 (15.02%) Actionable Insight
7 33 (11.26%) Predictive Modelling
8 32 (10.92%) Data Modelling
9 27 (9.22%) Data Visualisation
10 26 (8.87%) Data Management
10 26 (8.87%) Statistical Analysis
11 25 (8.53%) Web Analytics
12 24 (8.19%) Bayesian Methods
13 23 (7.85%) Customer Insight
14 22 (7.51%) Agile Software Development
14 22 (7.51%) ETL
15 20 (6.83%) E-Commerce
15 20 (6.83%) Stakeholder Management
16 19 (6.48%) Logistic Regression
16 19 (6.48%) Project Management
Programming Languages
1 174 (59.39%) R
2 162 (55.29%) Python
3 140 (47.78%) SQL
4 46 (15.70%) Java
5 25 (8.53%) MATLAB
6 24 (8.19%) C++
7 22 (7.51%) VBA
8 14 (4.78%) Scala
9 12 (4.10%) C#
10 8 (2.73%) VB
11 6 (2.05%) C
11 6 (2.05%) PL/SQL
12 5 (1.71%) JavaScript
13 4 (1.37%) Go
14 3 (1.02%) Julia
14 3 (1.02%) T-SQL
15 2 (0.68%) Perl
15 2 (0.68%) Ruby
16 1 (0.34%) Haskell
Qualifications
1 130 (44.37%) Degree
2 54 (18.43%) PhD
3 2 (0.68%) BPSS Clearance
4 1 (0.34%) Postgraduate
Quality Assurance & Compliance
1 15 (5.12%) Data Quality
2 11 (3.75%) QA
3 2 (0.68%) Actionable Recommendations
4 1 (0.34%) SLA
System Software
1 2 (0.68%) Docker
2 1 (0.34%) Apache ZooKeeper
Systems Management
1 1 (0.34%) Ansible
1 1 (0.34%) Opscode Chef
Vendors
1 60 (20.48%) Tableau
2 18 (6.14%) Google
3 14 (4.78%) Oracle
4 11 (3.75%) Microsoft
5 10 (3.41%) Facebook
6 8 (2.73%) IBM
6 8 (2.73%) MicroStrategy
6 8 (2.73%) Netezza
6 8 (2.73%) Vertica
7 7 (2.39%) Tealeaf
7 7 (2.39%) Twitter
8 5 (1.71%) Snowplow
9 4 (1.37%) Teradata
10 3 (1.02%) Apple
10 3 (1.02%) MapR
10 3 (1.02%) SAP
11 2 (0.68%) Adobe
11 2 (0.68%) Cognos
12 1 (0.34%) Intel
12 1 (0.34%) Minitab
Manchester, Lancashire
Hanover IT Recruitment
Salary: From £40,000 to £55,000 per annum
Posted: 3 hours ago
City, London
Parallel Consulting
Salary: £60000 - £80000 per annum
Posted: 7 hours ago
City, London
Harris Global
Salary: From £50,000 to £65,000 per annum
Posted: 4 hours ago
London
Venture Up
Salary: From £40,000 to £100,000 per annum Bonus and excellent benefits
Posted: 6 hours ago
South East
Parallel Consulting
Salary: Car
Posted: Yesterday
Oxfordshire
Churchill Frank
Salary: £45000 - £60000 per annum
Posted: Yesterday
London
Lawrence Harvey Enterprise
Salary: £45000.00 - £125000 per annum + excellent bonus + bens
Posted: Yesterday
Central London / West End
Client Server
Salary: £80k to £100k + benefits
Posted: Yesterday
Oxfordshire
Stott & May
Salary: £50000 - £90000 per annum + equity
Posted: 2 days ago
Solihull, West Midlands (County)
Spring Technology
Salary: £25000.00 - £35000.00 per annum
Posted: Yesterday
London
Client Server
Salary: £80k to £100k + benefits
Posted: Yesterday
Kent
Harvey Nash plc
Posted: Yesterday
Kingston Upon Thames, Surrey
First Point
Salary: £40000.00 - £50000.00 per annum
Posted: 2 days ago
London
Data Inc UK Ltd
Salary: Competitive
Posted: 2 days ago
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 5 days ago
City, London
Digital Gurus
Salary: £35000 - £50000 Per Annum + benefits
Posted: 7 days ago
London
Harvey Nash plc
Salary: £35000 - £65000 per annum + Benefits Package + Flexible Working
Posted: 6 days ago
Manchester
Churchill Frank
Salary: £30000 - £34000 per annum
Posted: 5 days ago
London
Initi8 Recruitment
Salary: £40000 - £50000 Per Annum
Posted: 5 days ago
West London
Michael Page Technology
Salary: £45000 - £50000 per annum + Benefits
Posted: 5 days ago
London
RBW Consulting
Salary: From £70,000 to £110,000 per annum
Posted: 5 days ago
Birmingham
Intouch Games
Salary: £30000 - £40000 per annum + benefits (inc flexi hrs)
Posted: 6 days ago
Halesowen, West Midlands (County)
In touch games
Salary: £30000 - £40000 per annum + benefits (inc flexi hrs)
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: Up to £45,000 + Benefits
Posted: 6 days ago
Central London / West End
Reed Business Information Ltd
Salary: From £26,000 to £26,000 per annum + training & extensive benefits
Posted: 6 days ago
Central London / West End
Client Server
Salary: £30k to £40k + benefits
Posted: 6 days ago
London
OHO Group Ltd.
Salary: £45000 - £65000 per annum, Benefits: Share Options
Posted: 8 days ago
West London
Martin & Conley
Salary: From £65,000 to £75,000 per annum
Posted: 7 days ago
Halesowen, West Midlands (County)
In touch games
Salary: £20000 - £25000 per annum + benefits (inc flexi hrs)
Posted: 6 days ago
Birmingham
Intouch Games
Salary: £20000 - £25000 per annum + benefits (inc flexi hrs)
Posted: 6 days ago