The table below looks at the statistics for Predictive Modelling skills in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited Predictive Modelling over the 3 months to 18 January 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Predictive Modelling
England / London
Rank 373 385 374
Rank change year-on-year
+12 -11
Contract jobs citing Predictive Modelling 30 26 32
As % of all contract IT jobs located in London 0.15% 0.12% 0.15%
As % of the Processes & Methodologies category 0.18% 0.15% 0.19%
Number of daily rates quoted 21 17 24
Median daily rate £450 £425 £450
Median daily rate % change year-on-year
+5.88% -5.55%
90% offered a daily rate of more than £375 £330 £350
10% offered a daily rate of more than £650 £520 £493
UK excluding London median daily rate £298 £475 £338
% change year-on-year
-37.36% +40.74%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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

Processes & Methodologies Category
London
Contract IT job ads with a match in the
Processes & Methodologies category
16411 17610 16936
As % of all contract IT jobs located in London 84.50% 84.21% 81.48%
Number of daily rates quoted 11831 12466 12257
Median daily rate £495 £475 £450
Median daily rate % change year-on-year
+4.21% +5.55%
90% offered a daily rate of more than £350 £325 £313
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 165 211 191
Median hourly rate £32.25 £25.69 £20.45
Median hourly rate % change year-on-year
+25.53% +25.65%
90% offered a hourly rate of more than £14.50 £12.50 £12.40
10% offered a hourly rate of more than £55.00 £50.99 £52.50
UK excluding London median hourly rate £34.75 £39.00 £25.50
% change year-on-year
-10.89% +52.94%

Predictive Modelling
Jobs Demand Trend in London

The demand trend of contract jobs across the London region citing Predictive Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Predictive Modelling Jobs Demand Trend in London

Predictive Modelling
Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Predictive Modelling across the London region.

Predictive Modelling Daily Rate Trend in London

Predictive Modelling
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Predictive Modelling across the London region over the 3 months to 18 January 2017.

Predictive Modelling Daily Rate Histogram in London

Predictive Modelling
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Predictive Modelling within the London 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London -3 12 £450 - 2
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in London

For the 6 months to 18 January 2017, IT contractor jobs citing Predictive Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the London region with a requirement for Predictive Modelling.

1 52 (60.47%) Data Modelling
2 47 (54.65%) SQL
2 47 (54.65%) Analytics
3 43 (50.00%) Netezza
4 41 (47.67%) Data Warehouse
5 36 (41.86%) Oracle
6 33 (38.37%) Python
7 32 (37.21%) Degree
8 31 (36.05%) Analytical Skills
9 30 (34.88%) R
10 29 (33.72%) Agile Software Development
11 26 (30.23%) Scrum
11 26 (30.23%) SAS
12 24 (27.91%) Performance Tuning
12 24 (27.91%) Database Optimisation
13 23 (26.74%) Data Management
13 23 (26.74%) Business Intelligence
14 22 (25.58%) C++
15 20 (23.26%) Data Structures
16 19 (22.09%) Data Quality
16 19 (22.09%) Relational Database
16 19 (22.09%) Sybase
16 19 (22.09%) DB2
16 19 (22.09%) Teradata
17 18 (20.93%) Retail
17 18 (20.93%) Dimensional Modelling
17 18 (20.93%) SDLC
17 18 (20.93%) NoSQL
18 17 (19.77%) Data Transformation
19 13 (15.12%) Data Analysis

Predictive 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 26 (30.23%) SAS
2 7 (8.14%) Apache Spark
3 2 (2.33%) Apache
3 2 (2.33%) Apache Pig
4 1 (1.16%) SharePoint
4 1 (1.16%) WebSphere
Applications
1 9 (10.47%) SPSS
2 5 (5.81%) MS Excel
3 3 (3.49%) MS Office
4 1 (1.16%) MS PowerPoint
4 1 (1.16%) Spreadsheet
Cloud Services
1 1 (1.16%) Adobe Analytics
1 1 (1.16%) Google Analytics
1 1 (1.16%) Microsoft Azure
1 1 (1.16%) SaaS
Communications & Networking
1 1 (1.16%) Internet
Database & Business Intelligence
1 41 (47.67%) Data Warehouse
2 19 (22.09%) DB2
2 19 (22.09%) Relational Database
3 18 (20.93%) NoSQL
4 12 (13.95%) Apache Hive
4 12 (13.95%) Hadoop
5 10 (11.63%) Big Data
6 8 (9.30%) Data Lake
7 7 (8.14%) SAS Enterprise Guide
7 7 (8.14%) SAS Enterprise Miner
8 4 (4.65%) Data Mining
8 4 (4.65%) Impala
8 4 (4.65%) QlikView
9 3 (3.49%) SQL Server
10 2 (2.33%) Power BI
10 2 (2.33%) PowerPivot
10 2 (2.33%) Spotfire
10 2 (2.33%) Text Mining
11 1 (1.16%) HBase
11 1 (1.16%) Mahout
Development Applications
1 2 (2.33%) Git (software)
2 1 (1.16%) Cucumber
2 1 (1.16%) JUnit
General
1 18 (20.93%) Retail
2 11 (12.79%) Finance
3 7 (8.14%) Marketing
4 4 (4.65%) Banking
5 3 (3.49%) Financial Institution
6 2 (2.33%) Games
6 2 (2.33%) Telecoms
Job Titles
1 36 (41.86%) Analyst
2 26 (30.23%) Data Analyst
3 25 (29.07%) Developer
4 22 (25.58%) Netezza Developer
5 20 (23.26%) Data Scientist
6 15 (17.44%) SQL Analyst
7 14 (16.28%) SQL Data Analyst
8 13 (15.12%) Agile Developer
9 10 (11.63%) Oracle Developer
10 9 (10.47%) Oracle Analyst
10 9 (10.47%) Teradata Analyst
11 6 (6.98%) Insight Analyst
11 6 (6.98%) Senior Analyst
12 5 (5.81%) Architect
12 5 (5.81%) Data Architect
13 4 (4.65%) PL/SQL Developer
13 4 (4.65%) SAS Analyst
13 4 (4.65%) SQL Developer
14 3 (3.49%) Customer Insight Analyst
14 3 (3.49%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 4 (4.65%) Matplotlib
1 4 (4.65%) Natural Language Processing
1 4 (4.65%) Pandas
2 3 (3.49%) MLlib
3 2 (2.33%) Kafka
4 1 (1.16%) D3.js
4 1 (1.16%) Gherkin
4 1 (1.16%) Hibernate
4 1 (1.16%) REST
4 1 (1.16%) Spring
4 1 (1.16%) Struts
Miscellaneous
1 31 (36.05%) Analytical Skills
2 20 (23.26%) Data Structures
3 13 (15.12%) Statistics
4 9 (10.47%) Visualisation
5 8 (9.30%) Algorithms
6 7 (8.14%) Computer Science
6 7 (8.14%) Mathematics
7 5 (5.81%) Physics
8 4 (4.65%) Neural Network
8 4 (4.65%) Performance Metrics
9 2 (2.33%) FMCG
9 2 (2.33%) Social Network
9 2 (2.33%) Virtual Team
10 1 (1.16%) Data Extraction
10 1 (1.16%) Internet of Things
10 1 (1.16%) User Experience
Operating Systems
1 2 (2.33%) Linux
Processes & Methodologies
1 52 (60.47%) Data Modelling
2 47 (54.65%) Analytics
3 29 (33.72%) Agile Software Development
4 26 (30.23%) Scrum
5 24 (27.91%) Database Optimisation
5 24 (27.91%) Performance Tuning
6 23 (26.74%) Business Intelligence
6 23 (26.74%) Data Management
7 18 (20.93%) Dimensional Modelling
7 18 (20.93%) SDLC
8 17 (19.77%) Data Transformation
9 13 (15.12%) Data Analysis
10 11 (12.79%) Machine Learning
11 10 (11.63%) Customer Insight
11 10 (11.63%) Data Analytics
12 9 (10.47%) Statistical Analysis
13 8 (9.30%) Data Visualisation
14 7 (8.14%) Data Acquisition
14 7 (8.14%) Exploratory Analysis
15 6 (6.98%) Predictive Analytics
Programming Languages
1 47 (54.65%) SQL
2 33 (38.37%) Python
3 30 (34.88%) R
4 22 (25.58%) C++
5 7 (8.14%) VBA
6 6 (6.98%) Java
6 6 (6.98%) PL/SQL
7 4 (4.65%) MATLAB
8 1 (1.16%) C
8 1 (1.16%) Data Analysis Expressions (DAX)
Qualifications
1 32 (37.21%) Degree
2 2 (2.33%) PhD
3 1 (1.16%) BPSS Clearance
3 1 (1.16%) Security Cleared
Quality Assurance & Compliance
1 19 (22.09%) Data Quality
2 8 (9.30%) QA
3 1 (1.16%) Disclosure Scotland
Vendors
1 43 (50.00%) Netezza
2 36 (41.86%) Oracle
3 19 (22.09%) Sybase
3 19 (22.09%) Teradata
4 8 (9.30%) Tableau
5 5 (5.81%) Microsoft
6 4 (4.65%) Alteryx
7 2 (2.33%) RapidMiner
8 1 (1.16%) Adobe
8 1 (1.16%) Google
8 1 (1.16%) Hortonworks
8 1 (1.16%) MicroStrategy
8 1 (1.16%) Omniture
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