Period
to 23 March 2019

The following table provides summary statistics for contract job vacancies advertised in the East Midlands with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 6 months to 23 March 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.

Extract, Transform and Load (ETL)
England > East Midlands
6 months to
23 Mar 2019
Same period 2018 Same period 2017
Rank 57 79 62
Rank change year-on-year +22 -17 -8
Contract jobs citing ETL 84 73 88
As % of all contract IT jobs advertised in the East Midlands 3.59% 2.41% 2.84%
As % of the Processes & Methodologies category 4.25% 2.83% 3.45%
Number of daily rates quoted 55 49 57
East Midlands median daily rate £450 £350 £350
Median daily rate % change year-on-year +28.57% - -17.65%
10th Percentile £305 £243 £225
90th Percentile £550 £516 £488
England median daily rate £456 £455 £438
% change year-on-year +0.27% +4.00% +2.94%
Number of hourly rates quoted 0 1 0
East Midlands median hourly rate - £42.50 -
England median hourly rate £22.00 £48.75 £35.00
% change year-on-year -54.87% +39.29% -37.50%

ETL 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 the East Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
East Midlands
Contract vacancies with a requirement for process or methodology skills 1,975 2,580 2,548
As % of all contract IT jobs advertised in the East Midlands 84.29% 85.23% 82.33%
Number of daily rates quoted 1,272 1,616 1,575
East Midlands median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% -
10th Percentile £260 £249 £215
90th Percentile £556 £553 £538
England median daily rate £475 £463 £438
% change year-on-year +2.70% +5.71% +2.94%
Number of hourly rates quoted 88 93 83
East Midlands median hourly rate £13.85 £17.50 £15.50
Median hourly rate % change year-on-year -20.89% +12.90% -4.32%
10th Percentile £9.99 £11.01 £10.31
90th Percentile £29.15 £47.50 £38.75
England median hourly rate £23.50 £25.00 £25.00
% change year-on-year -6.02% - +8.70%

ETL
Job Vacancy Trend in the East Midlands

Job postings citing ETL as a percentage of all IT jobs advertised in the East Midlands.

Job vacancy trend for ETL in the East Midlands

ETL
Contractor Daily Rate Trend in the East Midlands

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing ETL in the East Midlands.

Contractor daily rate trend for ETL in the East Midlands

ETL
Contractor Daily Rate Histogram in the East Midlands

The daily rate distribution of IT jobs citing ETL in the East Midlands over the 6 months to 23 March 2019.

Contractor daily rate histogram for ETL in the East Midlands

ETL
Contractor Hourly Rate Trend in the East Midlands

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing ETL in the East Midlands.

Contractor hourly rate trend for ETL in the East Midlands

ETL
Contract Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the East Midlands region over the 6 months to 23 March 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottinghamshire +30 31 £488 +44.44% 1
Derbyshire +7 18 £463 +1.37%
Northamptonshire -9 16 £350 +11.11% 1
Leicestershire +18 9 £425 +54.55% 3
Lincolnshire - 7 £733 - 1
ETL
England

For the 6 months to 23 March 2019, IT contractor jobs citing ETL 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 East Midlands region with a requirement for ETL.

1 49 (58.33%) Agile Software Development
2 44 (52.38%) SQL
3 32 (38.10%) Data Warehouse
4 30 (35.71%) Business Intelligence
5 28 (33.33%) Python
6 23 (27.38%) Linux
7 22 (26.19%) SQL Server
8 21 (25.00%) Web Services
8 21 (25.00%) Hadoop
9 20 (23.81%) Relational Database
10 19 (22.62%) Scala
10 19 (22.62%) Big Data
11 17 (20.24%) Oracle
11 17 (20.24%) Finance
12 16 (19.05%) Analytics
12 16 (19.05%) Analytical Skills
13 15 (17.86%) Degree
14 14 (16.67%) Visualisation
14 14 (16.67%) Apache Spark
15 13 (15.48%) SQL Server Integration Services
15 13 (15.48%) DB2
16 12 (14.29%) Problem-Solving
17 11 (13.10%) Java
17 11 (13.10%) Data Analysis
17 11 (13.10%) Teradata
17 11 (13.10%) Use Case
18 10 (11.90%) Oracle Database
18 10 (11.90%) GDPR
18 10 (11.90%) SAS
18 10 (11.90%) Microsoft

ETL
Co-occurring IT Skills in the East Midlands 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 14 (16.67%) Apache Spark
2 10 (11.90%) SAS
3 7 (8.33%) JBoss
3 7 (8.33%) Tomcat
4 2 (2.38%) SharePoint
5 1 (1.19%) Apache Pig
5 1 (1.19%) IIS
5 1 (1.19%) MQSeries
Applications
1 2 (2.38%) Microsoft Excel
1 2 (2.38%) Microsoft PowerPoint
Business Applications
1 2 (2.38%) Workfront
2 1 (1.19%) SAP Oil and Gas
Cloud Services
1 8 (9.52%) Amazon AWS
1 8 (9.52%) Amazon S3
1 8 (9.52%) Microsoft Azure
2 7 (8.33%) Amazon EC2
2 7 (8.33%) Amazon EMR
2 7 (8.33%) Amazon Glacier
2 7 (8.33%) Virtual Private Cloud
3 1 (1.19%) Cloud Computing
3 1 (1.19%) GitHub
3 1 (1.19%) SaaS
3 1 (1.19%) SuccessFactors
Communications & Networking
1 2 (2.38%) Kerberos
2 1 (1.19%) Firewall
2 1 (1.19%) Internet
Database & Business Intelligence
1 32 (38.10%) Data Warehouse
2 22 (26.19%) SQL Server
3 21 (25.00%) Hadoop
4 20 (23.81%) Relational Database
5 19 (22.62%) Big Data
6 13 (15.48%) DB2
6 13 (15.48%) SQL Server Integration Services
7 10 (11.90%) Oracle Database
8 9 (10.71%) Cloudera CDH
8 9 (10.71%) Oracle Database 11g
8 9 (10.71%) SQL Server Analysis Services
8 9 (10.71%) Sqoop
9 8 (9.52%) Apache Hive
9 8 (9.52%) SQL Server 2012
10 7 (8.33%) Amazon Redshift
10 7 (8.33%) Base SAS
10 7 (8.33%) NoSQL
10 7 (8.33%) Power BI
10 7 (8.33%) PowerCenter
10 7 (8.33%) Spark SQL
Development Applications
1 7 (8.33%) JUnit
1 7 (8.33%) Maven
2 5 (5.95%) ER Studio
2 5 (5.95%) ERwin
3 2 (2.38%) JIRA
3 2 (2.38%) Team Foundation Server
3 2 (2.38%) Visual Studio
4 1 (1.19%) Git (software)
4 1 (1.19%) Subversion
General
1 17 (20.24%) Finance
2 7 (8.33%) Legal
3 5 (5.95%) Banking
3 5 (5.95%) Retail
4 3 (3.57%) Marketing
5 2 (2.38%) Investment Banking
5 2 (2.38%) Manufacturing
6 1 (1.19%) Electronics
6 1 (1.19%) Telecoms
Job Titles
1 35 (41.67%) Developer
2 13 (15.48%) Analyst
3 8 (9.52%) ETL Developer
3 8 (9.52%) SAS Analyst
4 7 (8.33%) Administrator
4 7 (8.33%) AWS Engineer
4 7 (8.33%) Hadoop Administrator
4 7 (8.33%) Informatica Developer
4 7 (8.33%) Java Developer
4 7 (8.33%) Lead Developer
4 7 (8.33%) Lead Java Developer
5 6 (7.14%) AWS DevOps
5 6 (7.14%) AWS DevOps Engineer
5 6 (7.14%) DevOps Engineer
5 6 (7.14%) Informatica ETL Developer
6 5 (5.95%) Cloud Engineer
6 5 (5.95%) Database Engineer
6 5 (5.95%) Scrum Master
6 5 (5.95%) Technical Leader
7 4 (4.76%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 21 (25.00%) Web Services
2 9 (10.71%) XML
3 8 (9.52%) XSLT
4 7 (8.33%) .NET
4 7 (8.33%) CSS
4 7 (8.33%) Hibernate
4 7 (8.33%) HTML
4 7 (8.33%) JSP
4 7 (8.33%) Spring
4 7 (8.33%) Struts
4 7 (8.33%) XSD
5 2 (2.38%) Kafka
5 2 (2.38%) MDX
5 2 (2.38%) Middleware
5 2 (2.38%) Spark Streaming
6 1 (1.19%) OAuth
6 1 (1.19%) OpenID
6 1 (1.19%) REST
6 1 (1.19%) SAP PI
6 1 (1.19%) Velocity
Miscellaneous
1 16 (19.05%) Analytical Skills
2 5 (5.95%) Data Structures
3 4 (4.76%) NHS
4 3 (3.57%) Enterprise Software
5 2 (2.38%) Algorithms
6 1 (1.19%) Greenfield Project
6 1 (1.19%) LIMS
6 1 (1.19%) User Experience
Operating Systems
1 23 (27.38%) Linux
2 7 (8.33%) Unix
2 7 (8.33%) Windows
Processes & Methodologies
1 49 (58.33%) Agile Software Development
2 30 (35.71%) Business Intelligence
3 16 (19.05%) Analytics
4 14 (16.67%) Visualisation
5 12 (14.29%) Problem-Solving
6 11 (13.10%) Data Analysis
6 11 (13.10%) Use Case
7 10 (11.90%) Data Science
8 9 (10.71%) Customer Requirements
8 9 (10.71%) Data Modelling
8 9 (10.71%) Scrum
9 8 (9.52%) Computer Science
9 8 (9.52%) Data Analytics
9 8 (9.52%) Workflow
10 7 (8.33%) Decision-Making
10 7 (8.33%) DevOps
10 7 (8.33%) Open Source
10 7 (8.33%) Technical Debt
10 7 (8.33%) Translating Business Requirements
10 7 (8.33%) Waterfall
Programming Languages
1 44 (52.38%) SQL
2 28 (33.33%) Python
3 19 (22.62%) Scala
4 11 (13.10%) Java
5 7 (8.33%) JavaScript
6 6 (7.14%) PL/SQL
7 4 (4.76%) PowerShell
7 4 (4.76%) T-SQL
8 3 (3.57%) VBA
9 2 (2.38%) C#
9 2 (2.38%) Data Analysis Expressions (DAX)
9 2 (2.38%) Shell Script
10 1 (1.19%) ABAP
10 1 (1.19%) Groovy
10 1 (1.19%) R
Qualifications
1 15 (17.86%) Degree
2 8 (9.52%) BPSS Clearance
3 7 (8.33%) Computer Science Degree
4 6 (7.14%) Master's Degree
5 5 (5.95%) Security Cleared
6 3 (3.57%) SC Cleared
7 1 (1.19%) PhD
Quality Assurance & Compliance
1 10 (11.90%) GDPR
2 3 (3.57%) Data Quality
3 1 (1.19%) SLA
System Software
1 1 (1.19%) Docker
1 1 (1.19%) HDFS
Systems Management
1 9 (10.71%) Oozie
2 7 (8.33%) Ansible
2 7 (8.33%) Opscode Chef
3 2 (2.38%) Control-M
3 2 (2.38%) Tivoli
Vendors
1 17 (20.24%) Oracle
2 11 (13.10%) Teradata
3 10 (11.90%) Informatica
3 10 (11.90%) Microsoft
4 9 (10.71%) Cloudera
5 7 (8.33%) Databricks
5 7 (8.33%) Netezza
6 6 (7.14%) Splunk
7 5 (5.95%) SAP
7 5 (5.95%) Tableau
8 3 (3.57%) Ab Initio
9 2 (2.38%) Cognos
9 2 (2.38%) IBM
9 2 (2.38%) Talend
10 1 (1.19%) Ariba
10 1 (1.19%) Concur
10 1 (1.19%) Gigya
10 1 (1.19%) hybris
10 1 (1.19%) Sage
10 1 (1.19%) Salesforce.com