Period
to 24 January 2019

The following table provides summary statistics for contract job vacancies advertised in Canary Wharf with a requirement for Statistical Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Statistical Modelling over the 6 months to 24 January 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Statistical Modelling
Tower Hamlets > Canary Wharf
6 months to
24 Jan 2019
Same period 2018 Same period 2017
Rank 55 41 38
Rank change year-on-year -14 -3 +5
Contract jobs citing Statistical Modelling 18 5 4
As % of all contract IT jobs advertised in Canary Wharf 4.50% 1.64% 1.38%
As % of the Processes & Methodologies category 4.72% 1.77% 1.47%
Number of daily rates quoted 16 1 4
Canary Wharf median daily rate £525 £600 £575
Median daily rate % change year-on-year -12.50% +4.35% -17.86%
10th Percentile £513 £575 £528
90th Percentile £538 £625 £588
Tower Hamlets median daily rate £525 £600 £575
% change year-on-year -12.50% +4.35% -17.86%
Number of hourly rates quoted 0 0 0
Canary Wharf median hourly rate - - -
Tower Hamlets median hourly rate - - -

Statistical Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Canary Wharf with a requirement for process or methodology skills.

All Process and Methodology Skills
Canary Wharf
Contract vacancies with a requirement for process or methodology skills 381 283 272
As % of all contract IT jobs advertised in Canary Wharf 95.25% 92.79% 94.12%
Number of daily rates quoted 329 238 201
Canary Wharf median daily rate £550 £525 £463
Median daily rate % change year-on-year +4.76% +13.51% -7.50%
10th Percentile £405 £300 £313
90th Percentile £650 £650 £650
Tower Hamlets median daily rate £550 £525 £470
% change year-on-year +4.76% +11.70% -6.00%
Number of hourly rates quoted 2 4 2
Canary Wharf median hourly rate £81.25 £15.00 £48.75
Median hourly rate % change year-on-year +441.67% -69.23% -
10th Percentile £27.38 £15.00 £44.13
90th Percentile £142.13 £15.00 £52.38
Tower Hamlets median hourly rate £81.25 £15.00 £48.75
% change year-on-year +441.67% -69.23% -

Statistical Modelling
Job Vacancy Trend in Canary Wharf

Job postings citing Statistical Modelling as a percentage of all IT jobs advertised in Canary Wharf.

Job vacancy trend for Statistical Modelling in Canary Wharf

Statistical Modelling
Contractor Daily Rate Trend in Canary Wharf

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Statistical Modelling in Canary Wharf.

Contractor daily rate trend for Statistical Modelling in Canary Wharf

For the 6 months to 24 January 2019, IT contractor jobs citing Statistical Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Canary Wharf region with a requirement for Statistical Modelling.

1 18 (100.00%) Python
1 18 (100.00%) Data Analysis
1 18 (100.00%) Amazon AWS
1 18 (100.00%) Apache Hive
1 18 (100.00%) Machine Learning
1 18 (100.00%) Big Data
1 18 (100.00%) Hortonworks
1 18 (100.00%) Analytical Skills
1 18 (100.00%) Hadoop
2 16 (88.89%) Performance Optimisation
2 16 (88.89%) Cloudera
2 16 (88.89%) Analytics
2 16 (88.89%) Amazon EMR
2 16 (88.89%) Deep Learning
2 16 (88.89%) Predictive Analytics
2 16 (88.89%) Degree
2 16 (88.89%) PySpark
2 16 (88.89%) Master's Degree
3 2 (11.11%) Apache NiFi
3 2 (11.11%) Data Science
3 2 (11.11%) Problem-Solving
3 2 (11.11%) JIRA
3 2 (11.11%) Technical Architecture
3 2 (11.11%) HTML
3 2 (11.11%) Java
3 2 (11.11%) JavaScript
3 2 (11.11%) Perl
3 2 (11.11%) SQL
3 2 (11.11%) XML
3 2 (11.11%) Unix

Statistical Modelling
Co-occurring IT Skills in Canary Wharf 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 2 (11.11%) Apache Solr
1 2 (11.11%) Apache Spark
1 2 (11.11%) Confluence
1 2 (11.11%) Elasticsearch
Cloud Services
1 18 (100.00%) Amazon AWS
2 16 (88.89%) Amazon EMR
3 2 (11.11%) Amazon S3
Communications & Networking
1 2 (11.11%) Kerberos
1 2 (11.11%) SSL
1 2 (11.11%) VPN
Database & Business Intelligence
1 18 (100.00%) Apache Hive
1 18 (100.00%) Big Data
1 18 (100.00%) Hadoop
2 2 (11.11%) Amazon Redshift
2 2 (11.11%) Apache Cassandra
2 2 (11.11%) Data Lake
2 2 (11.11%) Data Mining
2 2 (11.11%) Data Warehouse
2 2 (11.11%) HBase
2 2 (11.11%) NoSQL
2 2 (11.11%) Parquet
2 2 (11.11%) Power BI
2 2 (11.11%) Relational Database
Development Applications
1 2 (11.11%) FishEye
1 2 (11.11%) Git (software)
1 2 (11.11%) JIRA
General
1 2 (11.11%) Finance
1 2 (11.11%) Games
Job Titles
1 16 (88.89%) Big Data Engineer
1 16 (88.89%) Data Engineer
1 16 (88.89%) Python Engineer
2 2 (11.11%) Big Data Developer
2 2 (11.11%) Developer
Libraries, Frameworks & Software Standards
1 16 (88.89%) PySpark
2 2 (11.11%) Apache NiFi
2 2 (11.11%) HTML
2 2 (11.11%) HTML5
2 2 (11.11%) Kafka
2 2 (11.11%) Natural Language Processing
2 2 (11.11%) Play Framework
2 2 (11.11%) React
2 2 (11.11%) XML
Miscellaneous
1 18 (100.00%) Analytical Skills
2 2 (11.11%) Algorithms
2 2 (11.11%) Fintech
Operating Systems
1 2 (11.11%) Unix
Processes & Methodologies
1 18 (100.00%) Data Analysis
1 18 (100.00%) Machine Learning
2 16 (88.89%) Analytics
2 16 (88.89%) Deep Learning
2 16 (88.89%) Performance Optimisation
2 16 (88.89%) Predictive Analytics
3 2 (11.11%) Business Intelligence
3 2 (11.11%) Continuous Integration
3 2 (11.11%) Data Science
3 2 (11.11%) Data Visualisation
3 2 (11.11%) DevOps
3 2 (11.11%) Disruptive Innovation
3 2 (11.11%) ETL
3 2 (11.11%) ETL Development
3 2 (11.11%) Mathematical Modelling
3 2 (11.11%) Mathematics
3 2 (11.11%) Performance Tuning
3 2 (11.11%) Problem-Solving
3 2 (11.11%) Technical Architecture
3 2 (11.11%) Visualisation
Programming Languages
1 18 (100.00%) Python
2 2 (11.11%) Bash Shell
2 2 (11.11%) Java
2 2 (11.11%) JavaScript
2 2 (11.11%) Perl
2 2 (11.11%) R
2 2 (11.11%) Scala
2 2 (11.11%) SQL
Qualifications
1 16 (88.89%) Degree
1 16 (88.89%) Master's Degree
System Software
1 2 (11.11%) HDFS
Systems Management
1 2 (11.11%) Ansible
1 2 (11.11%) Hadoop YARN
Vendors
1 18 (100.00%) Hortonworks
2 16 (88.89%) Cloudera
3 2 (11.11%) Atlassian
3 2 (11.11%) Tableau