Apache Spark Jobs in the North West

Apache Spark
England > North West

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Apache Spark skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Spark over the 6 months to 9 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
9 Jun 2024
Same period 2023 Same period 2022
Rank 258 250 267
Rank change year-on-year -8 +17 -31
Permanent jobs citing Apache Spark 39 39 73
As % of all permanent jobs advertised in the North West 0.35% 0.53% 0.74%
As % of the Application Platforms category 5.06% 5.94% 6.10%
Number of salaries quoted 19 29 17
10th Percentile £46,000 £63,750 £45,904
25th Percentile £47,500 £70,000 £53,970
Median annual salary (50th Percentile) £55,000 £75,000 £65,000
Median % change year-on-year -26.67% +15.38% -13.33%
75th Percentile £66,250 £85,000 £80,000
90th Percentile £77,715 £86,000 £86,100
England median annual salary £80,000 £89,750 £80,000
% change year-on-year -10.86% +12.19% +6.67%

All Application Platform Skills
North West

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

Permanent vacancies with a requirement for application platform skills 771 657 1,197
As % of all permanent jobs advertised in the North West 6.88% 8.99% 12.16%
Number of salaries quoted 548 518 705
10th Percentile £26,250 £29,000 £24,925
25th Percentile £33,000 £37,313 £31,250
Median annual salary (50th Percentile) £46,000 £50,000 £45,000
Median % change year-on-year -8.00% +11.11% -2.17%
75th Percentile £62,500 £63,750 £60,000
90th Percentile £75,837 £77,513 £73,675
England median annual salary £50,000 £56,500 £55,000
% change year-on-year -11.50% +2.73% +4.76%

Apache Spark
Job Vacancy Trend in the North West

Job postings citing Apache Spark as a proportion of all IT jobs advertised in the North West.

Job vacancy trend for Apache Spark in the North West

Apache Spark
Salary Trend in the North West

3-month moving average salary quoted in jobs citing Apache Spark in the North West.

Salary trend for Apache Spark in the North West

Apache Spark
Salary Histogram in the North West

Salary distribution for jobs citing Apache Spark in the North West over the 6 months to 9 June 2024.

Salary histogram for Apache Spark in the North West

Apache Spark
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Spark within the North West region over the 6 months to 9 June 2024. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Manchester +4 31 £60,000 -20.00% 6
Cheshire -19 4 - - 3
Cumbria - 4 £55,000 - 1
Apache Spark
England

Apache Spark
Co-occurring Skills and Capabilities in the North West 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 22 (56.41%) Apache
2 9 (23.08%) Confluence
3 8 (20.51%) Apache Airflow
Cloud Services
1 26 (66.67%) GCP
2 22 (56.41%) Azure
3 21 (53.85%) AWS
4 15 (38.46%) Power Platform
5 13 (33.33%) AWS Lambda
5 13 (33.33%) Serverless
6 11 (28.21%) Amazon EKS
6 11 (28.21%) AWS CloudFormation
6 11 (28.21%) OpenShift
7 7 (17.95%) Azure Data Factory
7 7 (17.95%) Azure DevOps
7 7 (17.95%) GitHub
8 5 (12.82%) dbt
8 5 (12.82%) Google Analytics
8 5 (12.82%) Snowflake
9 3 (7.69%) Azure Synapse Analytics
9 3 (7.69%) Google Kubernetes Engine
10 2 (5.13%) Amazon Kinesis
10 2 (5.13%) Amazon MSK
10 2 (5.13%) Amazon S3
Communications & Networking
1 11 (28.21%) AMQP
2 3 (7.69%) Firewall
2 3 (7.69%) Network Security
Database & Business Intelligence
1 23 (58.97%) Big Data
2 18 (46.15%) Hadoop
3 15 (38.46%) Power BI
4 13 (33.33%) Data Lake
5 11 (28.21%) Cloudera CDH
6 9 (23.08%) Amazon Redshift
6 9 (23.08%) Tableau
7 8 (20.51%) BigQuery
8 7 (17.95%) Azure SQL Database
8 7 (17.95%) Data Warehouse
9 5 (12.82%) Airbyte
9 5 (12.82%) Looker
9 5 (12.82%) NoSQL
10 4 (10.26%) Data Mining
10 4 (10.26%) Metadata
11 3 (7.69%) Apache Cassandra
12 2 (5.13%) Amazon RDS
12 2 (5.13%) DynamoDB
12 2 (5.13%) Elasticsearch
12 2 (5.13%) Redis
Development Applications
1 9 (23.08%) JIRA
2 3 (7.69%) Git
2 3 (7.69%) Jenkins
2 3 (7.69%) Spinnaker
3 2 (5.13%) Gatling
General
1 12 (30.77%) Finance
2 11 (28.21%) Aerospace
3 6 (15.38%) Social Skills
4 3 (7.69%) Analytical Skills
4 3 (7.69%) Banking
4 3 (7.69%) Retail
5 2 (5.13%) Back Office
5 2 (5.13%) Billing
5 2 (5.13%) Electronics
6 1 (2.56%) Inclusion and Diversity
Job Titles
1 19 (48.72%) Software Engineer
2 17 (43.59%) Data Engineer
3 12 (30.77%) Senior
4 11 (28.21%) DV Cleared Software Engineer
5 8 (20.51%) Senior Data Engineer
6 7 (17.95%) Lead
6 7 (17.95%) Lead Data Engineer
7 6 (15.38%) Cloud Engineer
8 3 (7.69%) Azure Data Engineer
8 3 (7.69%) Azure Engineer
8 3 (7.69%) Cloud Software Engineer
8 3 (7.69%) GCP Engineer
8 3 (7.69%) GCP Software Engineer
8 3 (7.69%) Lead Cloud Engineer
8 3 (7.69%) Python Data Engineer
8 3 (7.69%) Python Engineer
8 3 (7.69%) Senior Software Engineer
9 2 (5.13%) Platform Engineer
Libraries, Frameworks & Software Standards
1 13 (33.33%) REST
2 11 (28.21%) AngularJS
2 11 (28.21%) gRPC
2 11 (28.21%) Material-UI
2 11 (28.21%) Node.js
2 11 (28.21%) OpenAPI
2 11 (28.21%) RabbitMQ
2 11 (28.21%) React
2 11 (28.21%) Spring
2 11 (28.21%) Spring Boot
2 11 (28.21%) Swagger
3 9 (23.08%) Kafka
4 7 (17.95%) PySpark
5 5 (12.82%) Apache Beam
6 2 (5.13%) ActiveMQ
6 2 (5.13%) GraphQL
6 2 (5.13%) Lambda Expressions
6 2 (5.13%) Pandas
6 2 (5.13%) Web Services
Miscellaneous
1 11 (28.21%) Cloud Native
2 5 (12.82%) Mainframe
3 4 (10.26%) Data Structures
4 3 (7.69%) Analytical Mindset
4 3 (7.69%) Greenfield Project
5 2 (5.13%) Blog
5 2 (5.13%) Media Streaming
Operating Systems
1 14 (35.90%) Linux
2 11 (28.21%) CentOS
2 11 (28.21%) Debian
2 11 (28.21%) Red Hat Enterprise Linux
2 11 (28.21%) Ubuntu
Processes & Methodologies
1 29 (74.36%) Agile
2 21 (53.85%) CI/CD
3 20 (51.28%) Software Engineering
4 18 (46.15%) Data Pipeline
4 18 (46.15%) Open Source
5 17 (43.59%) Data Engineering
6 16 (41.03%) Analytics
6 16 (41.03%) Infrastructure as Code
7 15 (38.46%) Scrum
8 13 (33.33%) Microservices
8 13 (33.33%) Visualisation
9 12 (30.77%) Data Management
9 12 (30.77%) DevOps
10 11 (28.21%) Actionable Insight
10 11 (28.21%) API Development
10 11 (28.21%) Collaborative Working
10 11 (28.21%) Configuration Management
10 11 (28.21%) Containerisation
10 11 (28.21%) Kanban
10 11 (28.21%) Scaled Agile Framework
Programming Languages
1 31 (79.49%) Python
2 19 (48.72%) Java
3 16 (41.03%) SQL
4 11 (28.21%) JavaScript
5 5 (12.82%) Scala
6 3 (7.69%) Go
7 2 (5.13%) Kotlin
Qualifications
1 11 (28.21%) DV Cleared
1 11 (28.21%) SC Cleared
1 11 (28.21%) Security Cleared
2 6 (15.38%) Degree
3 5 (12.82%) Computer Science Degree
4 4 (10.26%) Master's Degree
5 3 (7.69%) Azure Certification
5 3 (7.69%) Microsoft Certification
6 2 (5.13%) DBS Check
Quality Assurance & Compliance
1 4 (10.26%) Data Quality
Systems Management
1 18 (46.15%) Terraform
2 17 (43.59%) Kubernetes
3 14 (35.90%) Ansible
3 14 (35.90%) Puppet
Vendors
1 16 (41.03%) Google
2 11 (28.21%) Red Hat
2 11 (28.21%) SaltStack
3 9 (23.08%) Databricks
4 5 (12.82%) Teradata
5 4 (10.26%) Informatica
6 3 (7.69%) Confluent
6 3 (7.69%) Microsoft