Period
to 19 June 2018

The following table provides summary statistics for contract job vacancies advertised in Northamptonshire 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 19 June 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.

Extract, Transform and Load (ETL)
East Midlands > Northamptonshire
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 52 38 40
Rank change year-on-year -14 +2 -3
Contract jobs citing ETL 18 20 27
As % of all contract IT jobs advertised in Northamptonshire 2.37% 2.66% 3.63%
As % of the Processes & Methodologies category 2.78% 3.24% 4.13%
Number of daily rates quoted 16 10 20
Northamptonshire median daily rate £380 £450 £419
Median daily rate % change year-on-year -15.56% +7.46% -6.94%
10th Percentile £315 £325 £325
90th Percentile £631 £569 £526
East Midlands median daily rate £418 £400 £425
% change year-on-year +4.38% -5.88% +19.30%
Number of hourly rates quoted 0 0 0
Northamptonshire median hourly rate - - -
East Midlands median hourly rate £47.50 £19.00 -
% change year-on-year +150.00% - -

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 Northamptonshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Northamptonshire
Contract vacancies with a requirement for process or methodology skills 648 618 653
As % of all contract IT jobs advertised in Northamptonshire 85.15% 82.29% 87.77%
Number of daily rates quoted 397 414 486
Northamptonshire median daily rate £400 £420 £405
Median daily rate % change year-on-year -4.76% +3.70% -4.71%
10th Percentile £288 £258 £278
90th Percentile £538 £538 £575
East Midlands median daily rate £400 £400 £388
% change year-on-year - +3.23% +3.33%
Number of hourly rates quoted 10 8 6
Northamptonshire median hourly rate £11.17 £14.68 £15.88
Median hourly rate % change year-on-year -23.91% -7.53% -6.62%
10th Percentile £10.29 £9.95 £11.13
90th Percentile £47.50 £86.83 £35.63
East Midlands median hourly rate £17.00 £16.03 £16.09
% change year-on-year +6.08% -0.40% -4.37%

ETL
Job Vacancy Trend in Northamptonshire

Job postings citing ETL as a percentage of all IT jobs advertised in Northamptonshire.

Job vacancy trend for ETL in Northamptonshire

ETL
Contractor Daily Rate Trend in Northamptonshire

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

Contractor daily rate trend for ETL in Northamptonshire

ETL
Contractor Daily Rate Histogram in Northamptonshire

The daily rate distribution of IT jobs citing ETL in Northamptonshire over the 6 months to 19 June 2018.

Contractor daily rate histogram for ETL in Northamptonshire

ETL
Contract Job Locations in Northamptonshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Northamptonshire region over the 6 months to 19 June 2018. 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
Northampton -7 18 £380 -17.84% 1
ETL
East Midlands

For the 6 months to 19 June 2018, 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 Northamptonshire region with a requirement for ETL.

1 15 (83.33%) Data Warehouse
2 14 (77.78%) SQL
3 13 (72.22%) Hadoop
4 12 (66.67%) Business Intelligence
5 11 (61.11%) Data Quality
5 11 (61.11%) Performance Tuning
6 10 (55.56%) Unix
6 10 (55.56%) Ab Initio
6 10 (55.56%) Finance
7 9 (50.00%) Banking
7 9 (50.00%) Retail
7 9 (50.00%) Credit Risk
7 9 (50.00%) Corporate Banking
7 9 (50.00%) Cloudera
8 5 (27.78%) Agile Software Development
9 4 (22.22%) Java
10 3 (16.67%) SAS
10 3 (16.67%) RDBMS
10 3 (16.67%) SQL Server Integration Services
10 3 (16.67%) Relational Database
11 2 (11.11%) Continuous Improvement
11 2 (11.11%) SQL Server 2012
11 2 (11.11%) Data Structures
11 2 (11.11%) Oracle
11 2 (11.11%) SQL Server
11 2 (11.11%) ITIL
11 2 (11.11%) CRM
11 2 (11.11%) Stakeholder Management
11 2 (11.11%) Waterfall
11 2 (11.11%) R

ETL
Co-occurring IT Skills in Northamptonshire 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 3 (16.67%) SAS
Applications
1 1 (5.56%) Microsoft Excel
1 1 (5.56%) Microsoft PowerPoint
Cloud Services
1 2 (11.11%) Amazon AWS
2 1 (5.56%) Amazon EC2
2 1 (5.56%) Amazon ELB
2 1 (5.56%) Amazon S3
2 1 (5.56%) Google Cloud Platform
2 1 (5.56%) Microsoft Azure
2 1 (5.56%) Route 53
2 1 (5.56%) Stackdriver
2 1 (5.56%) Virtual Private Cloud
Database & Business Intelligence
1 15 (83.33%) Data Warehouse
2 13 (72.22%) Hadoop
3 3 (16.67%) RDBMS
3 3 (16.67%) Relational Database
3 3 (16.67%) SQL Server Integration Services
4 2 (11.11%) SQL Server
4 2 (11.11%) SQL Server 2012
5 1 (5.56%) Data Mining
5 1 (5.56%) SAS Data Integration Studio
5 1 (5.56%) SQL Server Reporting Services
Development Applications
1 1 (5.56%) Git (software)
1 1 (5.56%) Jenkins
General
1 10 (55.56%) Finance
2 9 (50.00%) Banking
2 9 (50.00%) Corporate Banking
2 9 (50.00%) Retail
3 1 (5.56%) Manufacturing
Job Titles
1 5 (27.78%) Developer
2 3 (16.67%) Analyst
3 2 (11.11%) Ab Initio Developer
3 2 (11.11%) Business Analyst
3 2 (11.11%) Consultant
3 2 (11.11%) Database Developer
3 2 (11.11%) SQL Database Developer
3 2 (11.11%) SQL Developer
3 2 (11.11%) SQL Server Developer
4 1 (5.56%) Ab Initio Consultant
4 1 (5.56%) Administrator
4 1 (5.56%) Agile Business Analyst
4 1 (5.56%) Data Analyst
4 1 (5.56%) Data Warehouse Developer
4 1 (5.56%) Designer
4 1 (5.56%) DevOps Consultant
4 1 (5.56%) SAS Administrator
4 1 (5.56%) Solutions Designer
4 1 (5.56%) Technical Analyst
4 1 (5.56%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 1 (5.56%) Elastic Stack
1 1 (5.56%) Kafka
1 1 (5.56%) Middleware
Miscellaneous
1 9 (50.00%) Credit Risk
2 2 (11.11%) Data Structures
3 1 (5.56%) Analytical Skills
3 1 (5.56%) Management Information System
Operating Systems
1 10 (55.56%) Unix
2 1 (5.56%) Linux
Processes & Methodologies
1 12 (66.67%) Business Intelligence
2 11 (61.11%) Performance Tuning
3 5 (27.78%) Agile Software Development
4 2 (11.11%) Continuous Improvement
4 2 (11.11%) CRM
4 2 (11.11%) ITIL
4 2 (11.11%) Stakeholder Management
4 2 (11.11%) Waterfall
5 1 (5.56%) Analytics
5 1 (5.56%) Data Architecture
5 1 (5.56%) Data Encryption
5 1 (5.56%) Data Extraction
5 1 (5.56%) Data Governance
5 1 (5.56%) Data Modelling
5 1 (5.56%) DevOps
5 1 (5.56%) Migration
5 1 (5.56%) Problem-Solving
5 1 (5.56%) Project Management
5 1 (5.56%) SOA
5 1 (5.56%) Visualisation
Programming Languages
1 14 (77.78%) SQL
2 4 (22.22%) Java
3 2 (11.11%) R
4 1 (5.56%) Bash Shell
4 1 (5.56%) Python
4 1 (5.56%) Ruby
Qualifications
1 1 (5.56%) Degree
1 1 (5.56%) Security Cleared
Quality Assurance & Compliance
1 11 (61.11%) Data Quality
System Software
1 1 (5.56%) Docker
Vendors
1 10 (55.56%) Ab Initio
2 9 (50.00%) Cloudera
3 2 (11.11%) Oracle
4 1 (5.56%) Dynatrace
4 1 (5.56%) Google
4 1 (5.56%) Hortonworks
4 1 (5.56%) Informatica
4 1 (5.56%) Microsoft
4 1 (5.56%) Tableau