Period
to 14 December 2018

The following table provides summary statistics for contract job vacancies advertised in Croydon with a requirement for Data Analysis skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Analysis over the 6 months to 14 December 2018 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.

Data Analysis
South London > Croydon
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 75 86 69
Rank change year-on-year +11 -17 -20
Contract jobs citing Data Analysis 43 17 4
As % of all contract IT jobs advertised in Croydon 3.70% 1.75% 0.74%
As % of the Processes & Methodologies category 3.99% 1.88% 0.81%
Number of daily rates quoted 38 13 4
Croydon median daily rate £525 £415 £463
Median daily rate % change year-on-year +26.51% -10.27% +32.14%
10th Percentile £414 £343 £424
90th Percentile £538 £687 £654
South London median daily rate £525 £450 £463
% change year-on-year +16.67% -2.70% +42.31%
Number of hourly rates quoted 1 0 0
Croydon median hourly rate £35.00 - -
South London median hourly rate £35.00 - £32.50

Data Analysis 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 Croydon with a requirement for process or methodology skills.

All Process and Methodology Skills
Croydon
Contract vacancies with a requirement for process or methodology skills 1,079 904 494
As % of all contract IT jobs advertised in Croydon 92.78% 92.91% 91.65%
Number of daily rates quoted 825 605 290
Croydon median daily rate £525 £500 £425
Median daily rate % change year-on-year +5.00% +17.65% -
10th Percentile £380 £339 £300
90th Percentile £625 £675 £575
South London median daily rate £513 £500 £425
% change year-on-year +2.60% +17.65% +9.68%
Number of hourly rates quoted 6 3 6
Croydon median hourly rate £35.00 £13.50 £35.25
Median hourly rate % change year-on-year +159.26% -61.70% +182.00%
South London median hourly rate £42.27 £47.50 £27.00
% change year-on-year -11.02% +75.93% +3.85%

Data Analysis
Job Vacancy Trend in Croydon

Job postings citing Data Analysis as a percentage of all IT jobs advertised in Croydon.

Job vacancy trend for Data Analysis in Croydon

Data Analysis
Contractor Daily Rate Trend in Croydon

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Analysis in Croydon.

Contractor daily rate trend for Data Analysis in Croydon

Data Analysis
Contractor Daily Rate Histogram in Croydon

The daily rate distribution of IT jobs citing Data Analysis in Croydon over the 6 months to 14 December 2018.

Contractor daily rate histogram for Data Analysis in Croydon

For the 6 months to 14 December 2018, IT contractor jobs citing Data Analysis 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 Croydon region with a requirement for Data Analysis.

1 33 (76.74%) Microsoft Excel
2 32 (74.42%) Scrum
3 30 (69.77%) SQL
4 29 (67.44%) SQL Server
5 28 (65.12%) MS Visio
5 28 (65.12%) ETL
5 28 (65.12%) Agile Software Development
5 28 (65.12%) PowerShell
6 24 (55.81%) Data Extraction
6 24 (55.81%) Oracle
7 23 (53.49%) Python
7 23 (53.49%) Unix
7 23 (53.49%) Windows
7 23 (53.49%) Shell Script
7 23 (53.49%) Korn
7 23 (53.49%) Continuous Integration
7 23 (53.49%) Wiki
7 23 (53.49%) Test Automation
7 23 (53.49%) Hadoop
7 23 (53.49%) Amazon EC2
7 23 (53.49%) Amazon S3
7 23 (53.49%) Amazon AWS
7 23 (53.49%) Bash Shell
7 23 (53.49%) Puppet
7 23 (53.49%) Apache Hive
7 23 (53.49%) Build Automation
7 23 (53.49%) Big Data
7 23 (53.49%) Cloudera
7 23 (53.49%) Sqoop
7 23 (53.49%) Jenkins

Data Analysis
Co-occurring IT Skills in Croydon 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:

Applications
1 33 (76.74%) Microsoft Excel
2 28 (65.12%) MS Visio
Business Applications
1 1 (2.33%) Oracle Cash Management
1 1 (2.33%) Oracle EBS
1 1 (2.33%) Oracle EBS R12
1 1 (2.33%) Oracle ERP
1 1 (2.33%) Oracle Financials
1 1 (2.33%) Oracle General Ledger
1 1 (2.33%) Oracle iProcurement
1 1 (2.33%) Oracle Payables
1 1 (2.33%) Oracle Procure-to-Pay
1 1 (2.33%) Oracle Receivables
Cloud Services
1 23 (53.49%) Amazon AWS
1 23 (53.49%) Amazon EC2
1 23 (53.49%) Amazon S3
1 23 (53.49%) Virtual Private Cloud
2 5 (11.63%) Azure Data Factory
2 5 (11.63%) Microsoft Azure
Database & Business Intelligence
1 29 (67.44%) SQL Server
2 23 (53.49%) Apache Hive
2 23 (53.49%) Big Data
2 23 (53.49%) Hadoop
2 23 (53.49%) Impala
2 23 (53.49%) Sqoop
3 5 (11.63%) Azure SQL Database
3 5 (11.63%) Data Lake
3 5 (11.63%) Microsoft Analysis Services
3 5 (11.63%) Power BI
3 5 (11.63%) PowerPivot
3 5 (11.63%) SQL Server Analysis Services
3 5 (11.63%) SQL Server Integration Services
4 3 (6.98%) Data Mining
4 3 (6.98%) Data Warehouse
5 1 (2.33%) Oracle BI EE
5 1 (2.33%) Oracle Discoverer
5 1 (2.33%) Oracle Reports
5 1 (2.33%) SQL Server 2005
5 1 (2.33%) SQL Server Reporting Services
Development Applications
1 23 (53.49%) Jenkins
2 6 (13.95%) ERwin
3 2 (4.65%) SQL Server Management Studio (SSMS)
General
1 8 (18.60%) Finance
2 2 (4.65%) General Ledger
3 1 (2.33%) Electronics
3 1 (2.33%) Manufacturing
3 1 (2.33%) Marketing
3 1 (2.33%) Telecoms
Job Titles
1 23 (53.49%) Platform Engineer
2 9 (20.93%) Analyst
3 5 (11.63%) Business Analyst
3 5 (11.63%) Business Intelligence Developer
3 5 (11.63%) Developer
4 4 (9.30%) Data Analyst
5 3 (6.98%) Architect
5 3 (6.98%) Dashboard Developer
5 3 (6.98%) Data Architect
5 3 (6.98%) SC Cleared Business Analyst
6 2 (4.65%) Senior Analyst
7 1 (2.33%) Applications Support
7 1 (2.33%) Azure Developer
7 1 (2.33%) Data Business Analyst
7 1 (2.33%) Oracle Applications Support
7 1 (2.33%) Senior Architect
7 1 (2.33%) Senior Technical Architect
7 1 (2.33%) SQL BI Developer
7 1 (2.33%) SQL Developer
7 1 (2.33%) Technical Architect
Libraries, Frameworks & Software Standards
1 5 (11.63%) JSON
2 1 (2.33%) MDX
Miscellaneous
1 23 (53.49%) Wiki
2 1 (2.33%) Freedom of Information
2 1 (2.33%) Management Information System
2 1 (2.33%) Self-Motivation
Operating Systems
1 23 (53.49%) Unix
1 23 (53.49%) Windows
Processes & Methodologies
1 32 (74.42%) Scrum
2 28 (65.12%) Agile Software Development
2 28 (65.12%) ETL
3 24 (55.81%) Data Extraction
4 23 (53.49%) Build Automation
4 23 (53.49%) Continuous Integration
4 23 (53.49%) Test Automation
5 11 (25.58%) Data Modelling
6 7 (16.28%) Business Intelligence
7 6 (13.95%) Data Governance
7 6 (13.95%) Decision-Making
8 5 (11.63%) Database Tuning
8 5 (11.63%) Dimensional Modelling
8 5 (11.63%) ITIL
8 5 (11.63%) Kimball Methodology
8 5 (11.63%) Mentoring
8 5 (11.63%) PRINCE2
8 5 (11.63%) Problem-Solving
8 5 (11.63%) Requirements Engineering
8 5 (11.63%) UML
Programming Languages
1 30 (69.77%) SQL
2 28 (65.12%) PowerShell
3 23 (53.49%) Bash Shell
3 23 (53.49%) Korn
3 23 (53.49%) Python
3 23 (53.49%) Shell Script
4 5 (11.63%) Data Analysis Expressions (DAX)
5 4 (9.30%) T-SQL
Qualifications
1 11 (25.58%) Security Cleared
2 10 (23.26%) Degree
2 10 (23.26%) SC Cleared
3 5 (11.63%) Numerate Degree
3 5 (11.63%) PRINCE2 Practitioner
4 4 (9.30%) Six Sigma Green Belt
5 1 (2.33%) DV Cleared
Quality Assurance & Compliance
1 5 (11.63%) QA
2 2 (4.65%) PMO
System Software
1 23 (53.49%) HDFS
Systems Management
1 23 (53.49%) Ansible
1 23 (53.49%) Hadoop YARN
1 23 (53.49%) Opscode Chef
1 23 (53.49%) Puppet
Vendors
1 24 (55.81%) Oracle
2 23 (53.49%) Cloudera
3 6 (13.95%) Microsoft
4 1 (2.33%) SAP