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 5 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 May 2016
Same period 2015 Same period 2014
Statistical Modeling
Rank 680 802 784
Rank change year-on-year
+122 -18
Permanent jobs citing Statistical Modelling 226 132 175
As % of all permanent IT jobs located in England 0.24% 0.13% 0.16%
As % of the Processes & Methodologies category 0.27% 0.15% 0.18%
Number of salaries quoted 202 116 146
Median salary £55,000 £52,500 £45,000
Median salary % change year-on-year
+4.76% +16.66%
90% offered a salary of more than £37,500 £36,500 £32,500
10% offered a salary of more than £80,000 £85,000 £75,000
UK excluding London median salary £50,000 £47,500 £40,000
% change year-on-year
+5.26% +18.75%
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
84211 88506 95091
As % of all permanent IT jobs located in England 87.73% 85.91% 85.36%
Number of salaries quoted 70862 72288 77374
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,000 £31,000
10% offered a salary of more than £77,500 £72,500 £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 5 May 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 5 May 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 +80 148 £60,000 +9.09% 23
South West +6 17 £54,000 +20.00% 3
South East +25 16 £42,500 -26.08% 4
West Midlands -10 14 £65,000 +30.00% 4
Yorkshire +19 12 £37,500 +7.14% 1
North West +15 8 £80,000 +68.42%
East Midlands +22 5 £55,000 +29.41% 1
North East - 5 £45,000 -
East of England +3 1 £50,000 +5.26%
Statistical Modelling
UK

Statistical Modelling
Top 30 Related IT Skills in England

For the 6 months to 5 May 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.

1 239 (61.13%) Analytics
2 191 (48.85%) R
3 162 (41.43%) SQL
4 158 (40.41%) Analytical Skills
4 158 (40.41%) Python
5 157 (40.15%) Degree
6 144 (36.83%) Marketing
7 142 (36.32%) Algorithms
8 136 (34.78%) SAS
9 135 (34.53%) Machine Learning
10 129 (32.99%) Big Data
11 128 (32.74%) Statistics
12 117 (29.92%) Mathematics
12 117 (29.92%) Data Analysis
13 101 (25.83%) Finance
13 101 (25.83%) Hadoop
14 89 (22.76%) Apache Spark
15 88 (22.51%) Computer Science
16 80 (20.46%) Business Intelligence
17 79 (20.20%) Data Mining
17 79 (20.20%) Java
18 70 (17.90%) SPSS
19 66 (16.88%) Visualisation
20 65 (16.62%) Predictive Modelling
21 63 (16.11%) Data Analytics
22 61 (15.60%) PhD
23 50 (12.79%) Data Management
24 48 (12.28%) Data Visualisation
25 46 (11.76%) Tableau
26 45 (11.51%) Management Information System

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
1 136 (34.78%) SAS
2 89 (22.76%) Apache Spark
3 27 (6.91%) Apache Pig
4 26 (6.65%) Apache
5 9 (2.30%) Elasticsearch
5 9 (2.30%) SharePoint
6 8 (2.05%) Facebook Platform
7 1 (0.26%) SharePoint 2013
7 1 (0.26%) Skype for Business
Applications
1 70 (17.90%) SPSS
2 36 (9.21%) MS Excel
3 14 (3.58%) MS Office
4 12 (3.07%) MS PowerPoint
5 6 (1.53%) Stata
6 3 (0.77%) Spreadsheet
7 1 (0.26%) Mathematica
7 1 (0.26%) MS Visio
Business Applications
1 6 (1.53%) SAP Oil and Gas
2 2 (0.51%) Adobe Campaign
2 2 (0.51%) Unica
3 1 (0.26%) FastStats
Cloud Services
1 6 (1.53%) Amazon AWS
1 6 (1.53%) SmartFocus
2 5 (1.28%) Google Cloud Platform
3 4 (1.02%) Amazon EC2
3 4 (1.02%) Amazon S3
3 4 (1.02%) Cloud Computing
3 4 (1.02%) Microsoft Azure
4 3 (0.77%) Google Analytics
4 3 (0.77%) PaaS
5 1 (0.26%) SaaS
Communications & Networking
1 5 (1.28%) Internet
2 4 (1.02%) 3G
2 4 (1.02%) 4G
2 4 (1.02%) Broadband
2 4 (1.02%) HSPA
2 4 (1.02%) LTE
2 4 (1.02%) Wi-Fi
3 1 (0.26%) BGP
3 1 (0.26%) DNS
3 1 (0.26%) HTTP
Database & Business Intelligence
1 129 (32.99%) Big Data
2 101 (25.83%) Hadoop
3 79 (20.20%) Data Mining
4 45 (11.51%) Apache Cassandra
5 42 (10.74%) Data Warehouse
6 38 (9.72%) SQL Server
7 34 (8.70%) NoSQL
8 31 (7.93%) QlikView
9 28 (7.16%) Apache Hive
10 25 (6.39%) SQL Server Reporting Services
11 22 (5.63%) MongoDB
12 20 (5.12%) MySQL
12 20 (5.12%) Relational Database
13 19 (4.86%) SQL Server Integration Services
14 15 (3.84%) Amazon Redshift
14 15 (3.84%) Impala
14 15 (3.84%) SQL Server Analysis Services
15 12 (3.07%) Base SAS
16 11 (2.81%) Neo4j
16 11 (2.81%) Parquet
Development Applications
1 12 (3.07%) Team Foundation Server
2 8 (2.05%) Visual Studio
3 1 (0.26%) SQL Server Management Studio (SSMS)
General
1 144 (36.83%) Marketing
2 101 (25.83%) Finance
3 25 (6.39%) Retail
4 23 (5.88%) Telecoms
5 13 (3.32%) Games
6 11 (2.81%) Banking
7 7 (1.79%) Advertising
8 5 (1.28%) Pharmaceutical
9 4 (1.02%) Billing
9 4 (1.02%) Legal
9 4 (1.02%) Manufacturing
9 4 (1.02%) Online Betting
10 3 (0.77%) Automotive
10 3 (0.77%) Electronics
10 3 (0.77%) Financial Institution
11 2 (0.51%) Aerospace
11 2 (0.51%) French Language
11 2 (0.51%) German Language
11 2 (0.51%) Law
11 2 (0.51%) Spanish Language
Job Titles
1 161 (41.18%) Data Scientist
2 138 (35.29%) Analyst
3 50 (12.79%) Developer
4 49 (12.53%) Senior Data Scientist
5 46 (11.76%) Data Analyst
6 32 (8.18%) SAS Analyst
7 27 (6.91%) Insight Analyst
8 22 (5.63%) Senior Analyst
9 19 (4.86%) Analyst Developer
10 16 (4.09%) Statistical Analyst
11 15 (3.84%) SQL Developer
12 14 (3.58%) SAS Insight Analyst
13 13 (3.32%) Business Analyst
13 13 (3.32%) Qualitative Analyst
13 13 (3.32%) Quantitative Analyst
13 13 (3.32%) SQL Analyst
14 12 (3.07%) Consultant
14 12 (3.07%) Statistical Data Analyst
15 11 (2.81%) Business Data Analyst
15 11 (2.81%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 22 (5.63%) .NET
2 15 (3.84%) Natural Language Processing
3 12 (3.07%) Kafka
4 11 (2.81%) JSON
4 11 (2.81%) scikit-learn
4 11 (2.81%) Spark Streaming
4 11 (2.81%) XML
5 9 (2.30%) ASP.NET Web API
5 9 (2.30%) WF
6 6 (1.53%) Cascading
6 6 (1.53%) NumPy
6 6 (1.53%) Theano
7 5 (1.28%) Pandas
7 5 (1.28%) TensorFlow
8 4 (1.02%) ELK Stack
9 3 (0.77%) MDX
10 2 (0.51%) D3.js
10 2 (0.51%) ODBC
10 2 (0.51%) OpenCV
11 1 (0.26%) LAMP
Miscellaneous
1 158 (40.41%) Analytical Skills
2 142 (36.32%) Algorithms
3 128 (32.74%) Statistics
4 117 (29.92%) Mathematics
5 88 (22.51%) Computer Science
6 66 (16.88%) Visualisation
7 45 (11.51%) Management Information System
8 33 (8.44%) Artificial Intelligence
9 32 (8.18%) Physics
10 30 (7.67%) Digital Media
10 30 (7.67%) Economics
10 30 (7.67%) Social Media
11 25 (6.39%) Credit Risk
12 22 (5.63%) Data Structures
13 14 (3.58%) Neural Network
14 6 (1.53%) Cybercrime
14 6 (1.53%) FMCG
14 6 (1.53%) Mobile App
14 6 (1.53%) Smart Meter
15 5 (1.28%) Data Extraction
Operating Systems
1 8 (2.05%) Linux
1 8 (2.05%) Windows
2 6 (1.53%) Unix
Processes & Methodologies
1 239 (61.13%) Analytics
2 135 (34.53%) Machine Learning
3 117 (29.92%) Data Analysis
4 80 (20.46%) Business Intelligence
5 65 (16.62%) Predictive Modelling
6 63 (16.11%) Data Analytics
7 50 (12.79%) Data Management
8 48 (12.28%) Data Visualisation
9 43 (11.00%) Customer Insight
10 33 (8.44%) Use Case
11 31 (7.93%) Statistical Analysis
12 29 (7.42%) Customer Engagement
12 29 (7.42%) Predictive Analytics
13 28 (7.16%) Data Modelling
13 28 (7.16%) MapReduce
13 28 (7.16%) Operations Research
13 28 (7.16%) Yield Management
14 26 (6.65%) Business Analysis
15 25 (6.39%) ETL
16 22 (5.63%) Agile Software Development
Programming Languages
1 191 (48.85%) R
2 162 (41.43%) SQL
3 158 (40.41%) Python
4 79 (20.20%) Java
5 45 (11.51%) Scala
6 42 (10.74%) C++
7 40 (10.23%) MATLAB
8 38 (9.72%) VBA
9 27 (6.91%) C#
10 18 (4.60%) JavaScript
11 16 (4.09%) C
12 11 (2.81%) SAS Macro
13 10 (2.56%) Perl
14 9 (2.30%) PowerShell
15 6 (1.53%) T-SQL
16 5 (1.28%) PHP
16 5 (1.28%) Ruby
16 5 (1.28%) Shell Script
17 4 (1.02%) F#
17 4 (1.02%) Julia
Qualifications
1 157 (40.15%) Degree
2 61 (15.60%) PhD
3 14 (3.58%) Security Cleared
4 5 (1.28%) DV Cleared
4 5 (1.28%) MBA
5 4 (1.02%) BPSS Clearance
5 4 (1.02%) CBAP
5 4 (1.02%) ISEB
6 1 (0.26%) Postgraduate
Quality Assurance & Compliance
1 15 (3.84%) Data Quality
2 4 (1.02%) QA
3 3 (0.77%) Basel II
4 1 (0.26%) SLA
System Software
1 11 (2.81%) Docker
2 6 (1.53%) Apache ZooKeeper
3 2 (0.51%) Apache Flume
4 1 (0.26%) HDFS
Systems Management
1 6 (1.53%) Opscode Chef
2 5 (1.28%) Kibana
3 4 (1.02%) logstash
Vendors
1 46 (11.76%) Tableau
2 39 (9.97%) Microsoft
3 21 (5.37%) Oracle
4 13 (3.32%) TIBCO
5 9 (2.30%) Facebook
6 8 (2.05%) Google
7 7 (1.79%) SAP
8 6 (1.53%) Cognos
9 5 (1.28%) Adobe
10 3 (0.77%) Splunk
11 2 (0.51%) Alterian
11 2 (0.51%) IBM
11 2 (0.51%) Minitab
12 1 (0.26%) Apple
12 1 (0.26%) Cloudera
12 1 (0.26%) MicroStrategy
London
TEKsystems
Salary: Benefits
Posted: 11 hours ago
London
North Starr
Posted: 11 hours ago
Leeds, West Yorkshire
Redrock Consulting Ltd
Salary: £20000.00 - £30000.00 per annum
Posted: 16 hours ago
London
Parallel Consulting
Salary: £35000 - £55000 per annum + bonus, pension, equity scheme
Posted: 20 hours ago
London
Parallel Consulting
Salary: £35000 - £55000 per annum + Bonus, pension, health care etc
Posted: Yesterday
London
Next Ventures Ltd
Posted: Yesterday
City, London
Parallel Consulting
Salary: £25000 - £35000 per annum
Posted: Yesterday
Bath, Avon
Clearwater People Solutions
Salary: £55000 - £65000 Per Annum
Posted: Yesterday
Wiltshire
Computer Futures
Salary: competitive
Posted: Yesterday
London
People Source Consulting
Salary: £35000 - £50000 per annum + Bonus and benefits package
Posted: Yesterday
Nottingham, Nottinghamshire
Computer People
Salary: £30000.00 - £45000.00 per annum + +Benefits
Posted: 2 days ago
West Midlands
Arden Resourcing Limited
Salary: £40000 - £50000 per annum + Benefits
Posted: 2 days ago
Central London / West End
Client Server
Salary: £35k to £50k + benefits
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £35000 - £65000 per annum
Posted: 2 days ago
London
Development and Infrastructure
Salary: £45k - 80k per year + Benefits
Posted: 2 days ago
North London
Understanding Recruitment
Salary: £34000.00 - £40000.00 per annum + Execllent Benefits
Posted: 3 days ago
Central London / West End
Client Server
Salary: £65k to £80k + benefits
Posted: 5 days ago
London
Careerwise UK Limited
Salary: £40000 - £60000 per annum + benefits
Posted: 5 days ago
Central London / West End
Client Server
Salary: £65k to £80k + benefits
Posted: 5 days ago
City, London
The People Network
Salary: £50000 - £70000 per annum
Posted: 6 days ago
London
Mills Goodwin Talent Network
Salary: From £25,000 to £30,000 per annum + pension, healthcare, hols etc
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Bristol
ABILITY Resorucing Ltd
Salary: £35000 - £55000 per annum
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Birmingham
Applause IT Ltd
Salary: £25000 - £35000 per annum + benefits!
Posted: 13 days ago
London
Client Server
Salary: £35k to £50k + benefits
Posted: 13 days ago
London
Talent Point
Salary: £90000 - £110000 per annum + BONUS + BENEFITS
Posted: 16 days ago
Warwick, Warwickshire
First Utility
Salary: From £45,000 to £55,000 per annum + Excellent Benefits
Posted: 17 days ago
Basingstoke
Arrows Group Ltd
Salary: £30000 - £40000 per annum + bonus and benefits
Posted: 17 days ago
London
Arrows Group Ltd
Salary: £35000 - £45000 per annum + bonus and benefits
Posted: 17 days ago
London
Hays London City Cheapside
Salary: £45000.00 - £65000.00 per annum
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London
People Source Consulting
Salary: £35000 - £45000 per annum + Bonus and benefits package
Posted: 23 days ago
Staines
Centrica
Salary: Competitive
Posted: 23 days ago
Surrey
Real Staffing
Salary: £70000 - £90000 per annum + full benefits and bonus
Posted: 26 days ago