Period
to 16 January 2019

The following table provides summary statistics for contract job vacancies advertised in Tyne and Wear 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 16 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.

Extract, Transform and Load (ETL)
North East > Tyne and Wear
6 months to
16 Jan 2019
Same period 2018 Same period 2017
Rank 73 72 115
Rank change year-on-year -1 +43 -57
Contract jobs citing ETL 17 18 31
As % of all contract IT jobs advertised in Tyne and Wear 1.72% 1.97% 1.52%
As % of the Processes & Methodologies category 1.95% 2.25% 1.71%
Number of daily rates quoted 12 26 17
Tyne and Wear median daily rate £358 £425 £500
Median daily rate % change year-on-year -15.88% -15.00% -4.76%
10th Percentile £325 £275 £251
90th Percentile £626 £475 £543
North East median daily rate £365 £425 £413
% change year-on-year -14.12% +3.03% -21.43%
Number of hourly rates quoted 0 0 0
Tyne and Wear median hourly rate - - -
North East median hourly rate - - -

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 Tyne and Wear with a requirement for process or methodology skills.

All Process and Methodology Skills
Tyne and Wear
Contract vacancies with a requirement for process or methodology skills 873 799 1,813
As % of all contract IT jobs advertised in Tyne and Wear 88.09% 87.23% 88.96%
Number of daily rates quoted 623 579 1,296
Tyne and Wear median daily rate £425 £400 £375
Median daily rate % change year-on-year +6.25% +6.67% -9.64%
10th Percentile £291 £257 £263
90th Percentile £575 £576 £531
North East median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% -9.64%
Number of hourly rates quoted 27 25 57
Tyne and Wear median hourly rate £15.00 £22.00 £28.00
Median hourly rate % change year-on-year -31.82% -21.43% +38.27%
10th Percentile £10.13 £9.40 £13.35
90th Percentile £46.40 £50.00 £40.00
North East median hourly rate £14.77 £30.00 £26.50
% change year-on-year -50.77% +13.21% +51.43%

ETL
Job Vacancy Trend in Tyne and Wear

Job postings citing ETL as a percentage of all IT jobs advertised in Tyne and Wear.

Job vacancy trend for ETL in Tyne and Wear

ETL
Contractor Daily Rate Trend in Tyne and Wear

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

Contractor daily rate trend for ETL in Tyne and Wear

ETL
Contractor Daily Rate Histogram in Tyne and Wear

The daily rate distribution of IT jobs citing ETL in Tyne and Wear over the 6 months to 16 January 2019.

Contractor daily rate histogram for ETL in Tyne and Wear

ETL
Contractor Hourly Rate Trend in Tyne and Wear

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

Contractor hourly rate trend for ETL in Tyne and Wear

ETL
Contract Job Locations in Tyne and Wear

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Tyne and Wear region over the 6 months to 16 January 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
Newcastle upon Tyne -4 14 £350 -17.65% 4
Sunderland -1 2 £358 -
Gateshead - 1 £443 - 1
ETL
North East

For the 6 months to 16 January 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 Tyne and Wear region with a requirement for ETL.

1 15 (88.24%) SQL
2 8 (47.06%) Data Warehouse
2 8 (47.06%) SQL Server Integration Services
2 8 (47.06%) SQL Server Reporting Services
3 7 (41.18%) Data Migration
3 7 (41.18%) Business Intelligence
3 7 (41.18%) SQL Server
3 7 (41.18%) Migration
4 6 (35.29%) Agile Software Development
5 5 (29.41%) Java
5 5 (29.41%) ERP
5 5 (29.41%) Data Cleansing
5 5 (29.41%) Amazon AWS
5 5 (29.41%) NoSQL
5 5 (29.41%) Big Data
5 5 (29.41%) Apache Flume
5 5 (29.41%) Sqoop
5 5 (29.41%) HDFS
5 5 (29.41%) Data Engineering
5 5 (29.41%) Data Ingestion
6 4 (23.53%) Problem-Solving
6 4 (23.53%) Thought Leadership
6 4 (23.53%) Apache Spark
6 4 (23.53%) Spark SQL
6 4 (23.53%) Spark Streaming
6 4 (23.53%) Data Centre
6 4 (23.53%) Data Transformation
6 4 (23.53%) Cloudera
6 4 (23.53%) Kafka
6 4 (23.53%) Apache Hive

ETL
Co-occurring IT Skills in Tyne and Wear 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 4 (23.53%) Apache Spark
2 1 (5.88%) Confluence
2 1 (5.88%) SAS
Cloud Services
1 5 (29.41%) Amazon AWS
2 4 (23.53%) Cloud Computing
Database & Business Intelligence
1 8 (47.06%) Data Warehouse
1 8 (47.06%) SQL Server Integration Services
1 8 (47.06%) SQL Server Reporting Services
2 7 (41.18%) SQL Server
3 5 (29.41%) Big Data
3 5 (29.41%) NoSQL
3 5 (29.41%) Sqoop
4 4 (23.53%) Apache Cassandra
4 4 (23.53%) Apache Hive
4 4 (23.53%) Hadoop
4 4 (23.53%) HBase
4 4 (23.53%) MongoDB
4 4 (23.53%) Spark SQL
5 3 (17.65%) Power BI
5 3 (17.65%) SQL Server Analysis Services
6 2 (11.76%) SAP Data Services
6 2 (11.76%) SQL Server 2014
7 1 (5.88%) Base SAS
7 1 (5.88%) Data Lake
7 1 (5.88%) SAS Enterprise Guide
Development Applications
1 1 (5.88%) JIRA
General
1 3 (17.65%) Retail
Job Titles
1 11 (64.71%) Developer
2 6 (35.29%) SQL Developer
3 5 (29.41%) ETL Developer
4 4 (23.53%) Big Data Engineer
5 3 (17.65%) Architect
5 3 (17.65%) Data Engineer
6 2 (11.76%) Big Data Architect
6 2 (11.76%) Business Intelligence Architect
6 2 (11.76%) Data Warehouse Developer
6 2 (11.76%) ETL Architect
7 1 (5.88%) Analyst
7 1 (5.88%) Business Intelligence Developer
7 1 (5.88%) Data Migration Analyst
7 1 (5.88%) Migration Analyst
7 1 (5.88%) Senior Data Engineer
7 1 (5.88%) Senior ETL Developer
7 1 (5.88%) SQL Analyst
7 1 (5.88%) SQL BI Developer
7 1 (5.88%) SQL Data Analyst
7 1 (5.88%) SSIS Developer
Libraries, Frameworks & Software Standards
1 4 (23.53%) Kafka
1 4 (23.53%) Spark Streaming
2 1 (5.88%) J2EE
2 1 (5.88%) ODBC
2 1 (5.88%) XML
Miscellaneous
1 4 (23.53%) Data Centre
2 3 (17.65%) Analytical Mindset
2 3 (17.65%) Analytical Skills
3 2 (11.76%) Data Structures
4 1 (5.88%) Management Information System
Processes & Methodologies
1 7 (41.18%) Business Intelligence
1 7 (41.18%) Data Migration
1 7 (41.18%) Migration
2 6 (35.29%) Agile Software Development
3 5 (29.41%) Data Cleansing
3 5 (29.41%) Data Engineering
3 5 (29.41%) Data Ingestion
3 5 (29.41%) ERP
4 4 (23.53%) Data Architecture
4 4 (23.53%) Data Transformation
4 4 (23.53%) Problem-Solving
4 4 (23.53%) Thought Leadership
5 3 (17.65%) CRM
6 2 (11.76%) Analytics
6 2 (11.76%) Data Analysis
6 2 (11.76%) Data Conversion
6 2 (11.76%) Data Mapping
6 2 (11.76%) ETL Development
6 2 (11.76%) Master Data Management
6 2 (11.76%) SAP Implementation
Programming Languages
1 15 (88.24%) SQL
2 5 (29.41%) Java
3 4 (23.53%) Python
3 4 (23.53%) Scala
4 2 (11.76%) T-SQL
Qualifications
1 1 (5.88%) Degree
1 1 (5.88%) SAS Certification
1 1 (5.88%) SC Cleared
1 1 (5.88%) Security Cleared
Quality Assurance & Compliance
1 1 (5.88%) Data Quality
1 1 (5.88%) QA
System Software
1 5 (29.41%) Apache Flume
1 5 (29.41%) HDFS
Vendors
1 4 (23.53%) Cloudera
2 3 (17.65%) Microsoft
3 2 (11.76%) SAP
4 1 (5.88%) Oracle