Period
to 24 February 2018

The median contractor rate for a Senior Data Engineer was £550 per day in advertised job vacancies in the City of London during the 6 months to 24 February 2018.

The first table below provides contractor rate benchmarking and summary statistics including a comparison to 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.

Senior Data Engineer
Central London > City of London
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 250 224 224
Rank change year-on-year -26 0 -
Contract jobs requiring a Senior Data Engineer 5 7 2
As % of all contract IT jobs advertised in the City of London 0.071% 0.11% 0.030%
As % of the Job Titles category 0.075% 0.12% 0.031%
Number of daily rates quoted 5 6 2
City of London median daily rate £550 £536 £444
Median daily rate % change year-on-year +2.56% +20.85% -
10th Percentile £480 £478 £421
90th Percentile £610 £591 £462
Central London median daily rate £556 £536 £444
% change year-on-year +3.73% +20.85% -
Number of hourly rates quoted 0 0 0
City of London median hourly rate - - -
Central London median hourly rate - - -

The following table is for comparison with the above and includes summary statistics for all contract IT job vacancies advertised in the City of London. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of contract jobs in our overall sample.

All Contract IT Job Vacancies
City of London
Contract vacancies in the City of London with a recognized job title 6,648 5,854 6,456
% of contract IT jobs with a recognized job title 94.30% 95.48% 95.72%
Number of daily rates quoted 5,274 4,628 5,106
City of London median daily rate £500 £475 £475
Median daily rate % change year-on-year +5.26% - +8.57%
10th Percentile £313 £313 £281
90th Percentile £688 £663 £650
Central London median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% +4.65%
Number of hourly rates quoted 98 69 96
City of London median hourly rate £17.15 £18.00 £20.00
Median hourly rate % change year-on-year -4.72% -9.99% +14.27%
10th Percentile £11.25 £12.50 £11.50
90th Percentile £34.45 £48.80 £42.00
Central London median hourly rate £18.60 £17.50 £19.99
% change year-on-year +6.29% -12.46% +14.56%

Senior Data Engineer
Job Vacancy Trend in the City of London

Job postings that featured Senior Data Engineer in the job title as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Senior Data Engineer in the City of London

Senior Data Engineer
Contractor Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Senior Data Engineer in the City of London.

Contractor daily rate trend for Senior Data Engineer in the City of London

Senior Data Engineer
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing Senior Data Engineer in the City of London over the 6 months to 24 February 2018.

Contractor daily rate histogram for Senior Data Engineer in the City of London

Senior Data Engineer Skill Set
Top 30 Co-occurring IT Skills in the City of London

For the 6 months to 24 February 2018, Senior Data Engineer contract jobs required the following IT skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the City of London region featuring Senior Data Engineer in the job title.

1 5 (100.00%) Python
1 5 (100.00%) Analytics
2 4 (80.00%) Apache Spark
3 3 (60.00%) Amazon Kinesis
3 3 (60.00%) Amazon AWS
3 3 (60.00%) Kafka
3 3 (60.00%) Java
3 3 (60.00%) Data Engineering
4 2 (40.00%) Kubernetes
4 2 (40.00%) Data Science
4 2 (40.00%) Oracle
4 2 (40.00%) SQL
4 2 (40.00%) Unix
4 2 (40.00%) Linux
4 2 (40.00%) Data Analysis
4 2 (40.00%) ETL
4 2 (40.00%) Apache Solr
4 2 (40.00%) Scala
4 2 (40.00%) Hadoop
4 2 (40.00%) Machine Learning
4 2 (40.00%) Big Data
4 2 (40.00%) Bash Shell
4 2 (40.00%) NoSQL
4 2 (40.00%) Docker
4 2 (40.00%) DevOps
4 2 (40.00%) Analytical Skills
4 2 (40.00%) Jenkins
4 2 (40.00%) Amazon DynamoDB
5 1 (20.00%) Grunt
5 1 (20.00%) Deep Learning

Senior Data Engineer Skill Set
Co-occurring IT Skills in the City of London 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 (80.00%) Apache Spark
2 2 (40.00%) Apache Solr
3 1 (20.00%) Apache
3 1 (20.00%) Confluence
3 1 (20.00%) Jetty
3 1 (20.00%) nginx
3 1 (20.00%) SharePoint
Cloud Services
1 3 (60.00%) Amazon AWS
1 3 (60.00%) Amazon Kinesis
2 1 (20.00%) Amazon EC2
2 1 (20.00%) Amazon S3
2 1 (20.00%) AWS CloudTrail
2 1 (20.00%) AWS Lambda
2 1 (20.00%) Azure Active Directory
2 1 (20.00%) CloudFront
2 1 (20.00%) GitHub
2 1 (20.00%) Microsoft Azure
2 1 (20.00%) Route 53
2 1 (20.00%) Serverless
2 1 (20.00%) Virtual Private Cloud
Database & Business Intelligence
1 2 (40.00%) Amazon DynamoDB
1 2 (40.00%) Big Data
1 2 (40.00%) Hadoop
1 2 (40.00%) NoSQL
2 1 (20.00%) Apache Cassandra
2 1 (20.00%) Apache Hive
2 1 (20.00%) Data Lake
2 1 (20.00%) Data Warehouse
2 1 (20.00%) DB2
2 1 (20.00%) HBase
2 1 (20.00%) HDInsight
2 1 (20.00%) MongoDB
2 1 (20.00%) ObjectStore
2 1 (20.00%) Oracle Database
2 1 (20.00%) Redis
2 1 (20.00%) Relational Database
2 1 (20.00%) SQL Server
Development Applications
1 2 (40.00%) Jenkins
2 1 (20.00%) Babel
2 1 (20.00%) Bower
2 1 (20.00%) Git (software)
2 1 (20.00%) Gradle
2 1 (20.00%) Grunt
2 1 (20.00%) Travis CI
General
1 1 (20.00%) Finance
Libraries, Frameworks & Software Standards
1 3 (60.00%) Kafka
2 1 (20.00%) .NET
2 1 (20.00%) Akka
2 1 (20.00%) Dropwizard
2 1 (20.00%) HTML
2 1 (20.00%) HTML5
2 1 (20.00%) JSON
2 1 (20.00%) Node.js
2 1 (20.00%) RabbitMQ
2 1 (20.00%) React
2 1 (20.00%) Sass
2 1 (20.00%) Spark Streaming
2 1 (20.00%) Spring
2 1 (20.00%) Spring Boot
2 1 (20.00%) Swagger
2 1 (20.00%) XML
Miscellaneous
1 2 (40.00%) Analytical Skills
2 1 (20.00%) Data Centre
2 1 (20.00%) Data Structures
2 1 (20.00%) Wiki
Operating Systems
1 2 (40.00%) Linux
1 2 (40.00%) Unix
Processes & Methodologies
1 5 (100.00%) Analytics
2 3 (60.00%) Data Engineering
3 2 (40.00%) Data Analysis
3 2 (40.00%) Data Science
3 2 (40.00%) DevOps
3 2 (40.00%) ETL
3 2 (40.00%) Machine Learning
4 1 (20.00%) Actionable Insight
4 1 (20.00%) Agile Software Development
4 1 (20.00%) Continuous Integration
4 1 (20.00%) Data Ingestion
4 1 (20.00%) Data Transformation
4 1 (20.00%) Deep Learning
4 1 (20.00%) Microservices
4 1 (20.00%) Performance Metrics
4 1 (20.00%) Regulatory Compliance
4 1 (20.00%) Software Engineering
4 1 (20.00%) Use Case
4 1 (20.00%) Visualisation
4 1 (20.00%) Workflow
Programming Languages
1 5 (100.00%) Python
2 3 (60.00%) Java
3 2 (40.00%) Bash Shell
3 2 (40.00%) Scala
3 2 (40.00%) SQL
4 1 (20.00%) C#
4 1 (20.00%) JavaScript
4 1 (20.00%) PowerShell
4 1 (20.00%) R
Quality Assurance & Compliance
1 1 (20.00%) QA
System Software
1 2 (40.00%) Docker
2 1 (20.00%) Virtual Machines
Systems Management
1 2 (40.00%) Kubernetes
2 1 (20.00%) Terraform
Vendors
1 2 (40.00%) Oracle
2 1 (20.00%) Databricks
2 1 (20.00%) Hitachi
2 1 (20.00%) Hortonworks
2 1 (20.00%) Netezza
2 1 (20.00%) Sybase