Period
to 21 November 2017

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 21 November 2017 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
21 Nov 2017
Same period 2016 Same period 2015
Rank 46 22 27
Rank change year-on-year -24 +5 +36
Contract jobs citing ETL 20 59 40
As % of all contract IT jobs advertised in Northamptonshire 2.88% 6.40% 5.19%
As % of the Processes & Methodologies category 3.41% 7.35% 6.43%
Number of daily rates quoted 19 45 31
Northamptonshire median daily rate £315 £363 £460
Median daily rate % change year-on-year -13.10% -21.20% +48.39%
East Midlands median daily rate £380 £363 £440
% change year-on-year +4.83% -17.61% +17.33%
Number of hourly rates quoted 0 0 0
Northamptonshire median hourly rate - - -
East Midlands median hourly rate £46.88 - -

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 586 803 622
As % of all contract IT jobs advertised in Northamptonshire 84.32% 87.09% 80.78%
Number of daily rates quoted 368 588 436
Northamptonshire median daily rate £400 £420 £425
Median daily rate % change year-on-year -4.76% -1.18% -
10th Percentile £220 £281 £263
90th Percentile £550 £575 £575
East Midlands median daily rate £400 £400 £375
% change year-on-year - +6.67% -
Number of hourly rates quoted 8 15 12
Northamptonshire median hourly rate £11.79 £11.75 £18.52
Median hourly rate % change year-on-year +0.36% -36.56% +23.47%
East Midlands median hourly rate £15.50 £14.00 £16.20
% change year-on-year +10.71% -13.58% +1.25%

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 21 November 2017.

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 21 November 2017. 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 -10 15 £315 -24.78% 1
ETL
East Midlands

For the 6 months to 21 November 2017, IT contractor jobs citing ETL 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 Northamptonshire region with a requirement for ETL.

1 10 (50.00%) SQL
1 10 (50.00%) Data Warehouse
2 9 (45.00%) Migration
2 9 (45.00%) Data Migration
3 8 (40.00%) ERP
3 8 (40.00%) SQL Server
4 7 (35.00%) SQL Server Integration Services
5 6 (30.00%) Agile Software Development
5 6 (30.00%) Oracle
5 6 (30.00%) Data Quality
6 5 (25.00%) Data Structures
6 5 (25.00%) Data Modelling
6 5 (25.00%) Informatica
7 4 (20.00%) Business Intelligence
7 4 (20.00%) Finance
7 4 (20.00%) Snowflake Schema
8 3 (15.00%) RDBMS
8 3 (15.00%) ITIL
8 3 (15.00%) CRM
8 3 (15.00%) Data Mining
8 3 (15.00%) Java
8 3 (15.00%) Scrum
8 3 (15.00%) Waterfall
8 3 (15.00%) Performance Tuning
8 3 (15.00%) Relational Database
8 3 (15.00%) SQL Server 2012
9 2 (10.00%) Cybersecurity
9 2 (10.00%) Taxonomies
9 2 (10.00%) T-SQL
9 2 (10.00%) Internet

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:

Business Applications
1 2 (10.00%) Oracle EBS
2 1 (5.00%) Infor M3
2 1 (5.00%) Oracle EBS R12
2 1 (5.00%) Oracle ERP
Communications & Networking
1 2 (10.00%) Internet
Database & Business Intelligence
1 10 (50.00%) Data Warehouse
2 8 (40.00%) SQL Server
3 7 (35.00%) SQL Server Integration Services
4 4 (20.00%) Snowflake Schema
5 3 (15.00%) Data Mining
5 3 (15.00%) RDBMS
5 3 (15.00%) Relational Database
5 3 (15.00%) SQL Server 2012
6 1 (5.00%) BusinessObjects
6 1 (5.00%) Oracle ODI
6 1 (5.00%) SQL Server Analysis Services
6 1 (5.00%) SQL Server Reporting Services
Development Applications
1 1 (5.00%) Team Foundation Server
General
1 4 (20.00%) Finance
Job Titles
1 9 (45.00%) Analyst
2 8 (40.00%) Developer
3 7 (35.00%) Data Analyst
4 5 (25.00%) ETL Developer
4 5 (25.00%) Informatica Developer
4 5 (25.00%) Informatica ETL Developer
5 3 (15.00%) Database Developer
5 3 (15.00%) SQL Database Developer
5 3 (15.00%) SQL Developer
5 3 (15.00%) SQL Server Developer
6 2 (10.00%) Architect
6 2 (10.00%) Data Migration Analyst
6 2 (10.00%) Data Warehouse Analyst
6 2 (10.00%) Data Warehouse Test Analyst
6 2 (10.00%) Financial Analyst
6 2 (10.00%) Migration Analyst
6 2 (10.00%) Test Analyst
6 2 (10.00%) Test Data Analyst
7 1 (5.00%) Migration Manager
7 1 (5.00%) Oracle Data Migration Manager
Miscellaneous
1 5 (25.00%) Data Structures
2 2 (10.00%) Taxonomies
Processes & Methodologies
1 9 (45.00%) Data Migration
1 9 (45.00%) Migration
2 8 (40.00%) ERP
3 6 (30.00%) Agile Software Development
4 5 (25.00%) Data Modelling
5 4 (20.00%) Business Intelligence
6 3 (15.00%) CRM
6 3 (15.00%) ITIL
6 3 (15.00%) Performance Tuning
6 3 (15.00%) Scrum
6 3 (15.00%) Waterfall
7 2 (10.00%) Cybersecurity
8 1 (5.00%) Analytics
8 1 (5.00%) Data Transformation
8 1 (5.00%) IT Strategy
8 1 (5.00%) Logical Data Model
8 1 (5.00%) Physical Data Model
8 1 (5.00%) Project Governance
8 1 (5.00%) SDLC
8 1 (5.00%) User Stories
Programming Languages
1 10 (50.00%) SQL
2 3 (15.00%) Java
3 2 (10.00%) T-SQL
Qualifications
1 1 (5.00%) ISTQB
1 1 (5.00%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 6 (30.00%) Data Quality
2 1 (5.00%) QA
Vendors
1 6 (30.00%) Oracle
2 5 (25.00%) Informatica
3 1 (5.00%) Infor
3 1 (5.00%) Teradata