Apache Spark Contracts in Watford

Apache Spark
Hertfordshire > Watford

The following table provides summary statistics for contract job vacancies advertised in Watford with a requirement for Apache Spark skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache Spark over the 6 months to 5 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
5 May 2024
Same period 2023 Same period 2022
Rank 16 - -
Rank change year-on-year - - -
Contract jobs citing Apache Spark 5 0 0
As % of all contract jobs advertised in Watford 4.39% - -
As % of the Application Platforms category 25.00% - -
Number of daily rates quoted 1 0 0
10th Percentile - - -
25th Percentile £405 - -
Median daily rate (50th Percentile) £410 - -
75th Percentile £415 - -
90th Percentile - - -
Hertfordshire median daily rate £410 - £693

All Application Platform Skills
Watford

Apache Spark is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Watford with a requirement for application platform skills.

Contract vacancies with a requirement for application platform skills 20 27 24
As % of all contract IT jobs advertised in Watford 17.54% 20.30% 13.95%
Number of daily rates quoted 14 12 14
10th Percentile £275 £192 £182
25th Percentile £325 £231 £201
Median daily rate (50th Percentile) £363 £525 £363
Median % change year-on-year -30.95% +44.83% +107.14%
75th Percentile £408 £641 £400
90th Percentile £578 £774 £509
Hertfordshire median daily rate £350 £525 £363
% change year-on-year -33.33% +44.83% -14.71%
Number of hourly rates quoted 0 6 0
Median hourly rate - £22.00 -
Hertfordshire median hourly rate £15.40 £22.00 -
% change year-on-year -30.00% - -

Apache Spark
Job Vacancy Trend in Watford

Job postings citing Apache Spark as a proportion of all IT jobs advertised in Watford.

Job vacancy trend for Apache Spark in Watford

Apache Spark
Contractor Daily Rate Trend in Watford

3-month moving average daily rate quoted in jobs citing Apache Spark in Watford.

Daily rate trend for Apache Spark in Watford

Apache Spark
Co-occurring Skills and Capabilities in Watford by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 5 (100.00%) Apache
2 1 (20.00%) Apache Airflow
Cloud Services
1 4 (80.00%) Amazon EC2
1 4 (80.00%) Amazon EMR
1 4 (80.00%) Amazon S3
1 4 (80.00%) Amazon SQS
1 4 (80.00%) AWS
1 4 (80.00%) AWS Lambda
1 4 (80.00%) Serverless
2 2 (40.00%) AWS CodeDeploy
2 2 (40.00%) AWS CodePipeline
2 2 (40.00%) AWS Step Functions
3 1 (20.00%) Azure
3 1 (20.00%) Azure Data Factory
3 1 (20.00%) Azure Synapse Analytics
3 1 (20.00%) Power Platform
Database & Business Intelligence
1 3 (60.00%) Big Data
1 3 (60.00%) SQL Server Integration Services
2 2 (40.00%) Amazon Athena
2 2 (40.00%) Apache Hive
2 2 (40.00%) Data Lake
2 2 (40.00%) Hadoop
2 2 (40.00%) Presto
2 2 (40.00%) Relational Database
2 2 (40.00%) SAP Data Services
3 1 (20.00%) Apache Cassandra
3 1 (20.00%) BusinessObjects
3 1 (20.00%) DTS
3 1 (20.00%) HBase
3 1 (20.00%) Power BI
3 1 (20.00%) SQL Server Reporting Services
Development Applications
1 3 (60.00%) Git
1 3 (60.00%) JIRA
1 3 (60.00%) Maven
2 2 (40.00%) Jenkins
General
1 3 (60.00%) Social Skills
Job Titles
1 3 (60.00%) Data Engineer
2 1 (20.00%) Azure Engineer
2 1 (20.00%) ETL Tester
2 1 (20.00%) Tester
Libraries, Frameworks & Software Standards
1 2 (40.00%) REST
2 1 (20.00%) Elastic Stack
2 1 (20.00%) Kafka
Miscellaneous
1 1 (20.00%) Data Structures
Operating Systems
1 2 (40.00%) Linux
1 2 (40.00%) Unix
Processes & Methodologies
1 5 (100.00%) ETL
2 4 (80.00%) Data Integration
3 3 (60.00%) Agile
3 3 (60.00%) Scrum
3 3 (60.00%) SDLC
4 2 (40.00%) Business Intelligence
4 2 (40.00%) CI/CD
4 2 (40.00%) Data Ingestion
4 2 (40.00%) Data Modelling
4 2 (40.00%) Data Pipeline
4 2 (40.00%) Performance Testing
4 2 (40.00%) Test Strategy
5 1 (20.00%) Benchmarking
5 1 (20.00%) QA Automation
Programming Languages
1 5 (100.00%) SQL
2 4 (80.00%) Java
3 3 (60.00%) Python
4 2 (40.00%) Shell Script
5 1 (20.00%) Scala
Quality Assurance & Compliance
1 1 (20.00%) QA
System Software
1 1 (20.00%) Apache ZooKeeper
1 1 (20.00%) HDFS
Systems Management
1 2 (40.00%) Terraform
2 1 (20.00%) Hadoop YARN
Vendors
1 2 (40.00%) Informatica
1 2 (40.00%) SAP
1 2 (40.00%) Talend
2 1 (20.00%) Databricks
2 1 (20.00%) Microsoft