Apache Spark Jobs with Work from Home Options

Apache Spark
UK > Work from Home

The table below provides summary statistics for permanent remote or hybrid work requiring Apache Spark skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Apache Spark over the 6 months leading up to 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 424 299 317
Rank change year-on-year -125 +18 -2
Permanent jobs citing Apache Spark 109 330 903
As % of all permanent jobs with a WFH option 0.39% 1.01% 1.15%
As % of the Application Platforms category 3.10% 8.90% 8.55%
Number of salaries quoted 86 249 469
10th Percentile £44,738 £60,944 £50,000
25th Percentile £53,125 £66,250 £60,625
Median annual salary (50th Percentile) £73,000 £90,000 £80,000
Median % change year-on-year -18.89% +12.50% -
75th Percentile £93,750 £130,000 £95,000
90th Percentile £105,000 £160,000 £111,250
UK median annual salary £80,000 £85,000 £77,500
% change year-on-year -5.88% +9.68% +3.33%

All Application Platform Skills
Work from Home

Apache Spark falls under the Application Platforms category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies with remote or hybrid options requiring application platform skills.

Permanent vacancies with a requirement for application platform skills 3,513 3,709 10,563
As % of all permanent jobs with a WFH option 12.57% 11.30% 13.45%
Number of salaries quoted 2,543 3,007 5,579
10th Percentile £32,000 £32,649 £31,569
25th Percentile £43,750 £43,750 £41,250
Median annual salary (50th Percentile) £61,500 £60,000 £55,000
Median % change year-on-year +2.50% +9.09% +4.76%
75th Percentile £95,000 £80,000 £76,250
90th Percentile £142,500 £102,500 £93,750
UK median annual salary £52,500 £55,834 £55,000
% change year-on-year -5.97% +1.52% +4.76%

Apache Spark
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Apache Spark as a proportion of all IT jobs advertised.

Apache Spark trend for jobs with a WFH option

Apache Spark
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Apache Spark.

Apache Spark salary trend for jobs with a WFH option

Apache Spark
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Apache Spark over the 6 months to 26 July 2024.

Apache Spark salary histogram for jobs with a WFH option

Apache Spark
Co-occurring Skills and Capabilities with WFH Options 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 35 (32.11%) Apache
2 19 (17.43%) Apache Airflow
3 8 (7.34%) Confluence
4 2 (1.83%) Jupyter
5 1 (0.92%) Apache Pig
Applications
1 5 (4.59%) Microsoft Excel
Business Applications
1 2 (1.83%) Primavera
Cloud Services
1 61 (55.96%) AWS
2 39 (35.78%) Azure
3 21 (19.27%) Amazon S3
4 20 (18.35%) Power Platform
5 17 (15.60%) GitHub
5 17 (15.60%) Snowflake
6 15 (13.76%) GCP
7 14 (12.84%) Azure Data Factory
8 12 (11.01%) Azure DevOps
9 11 (10.09%) dbt
10 9 (8.26%) SaaS
11 8 (7.34%) Azure Synapse Analytics
12 7 (6.42%) Amazon EMR
13 5 (4.59%) Amazon Kinesis
13 5 (4.59%) Amazon SQS
13 5 (4.59%) Power Automate
13 5 (4.59%) PowerApps
13 5 (4.59%) Serverless
14 4 (3.67%) Amazon EKS
14 4 (3.67%) Miro
Communications & Networking
1 6 (5.50%) HTTP
2 3 (2.75%) Wireless
Database & Business Intelligence
1 43 (39.45%) Big Data
2 25 (22.94%) Data Warehouse
3 23 (21.10%) Data Lake
4 20 (18.35%) Power BI
5 19 (17.43%) NoSQL
6 16 (14.68%) Hadoop
7 13 (11.93%) Spark SQL
8 12 (11.01%) Data Mining
9 8 (7.34%) Amazon Redshift
9 8 (7.34%) Azkaban
9 8 (7.34%) Azure SQL Database
10 7 (6.42%) Apache Hive
10 7 (6.42%) Delta Lake
11 6 (5.50%) Metadata
12 5 (4.59%) Elasticsearch
12 5 (4.59%) Relational Database
13 4 (3.67%) BigQuery
13 4 (3.67%) Flink
13 4 (3.67%) Neo4j
13 4 (3.67%) Redis
Development Applications
1 12 (11.01%) Git
2 8 (7.34%) JIRA
2 8 (7.34%) RStudio
3 5 (4.59%) Jenkins
4 4 (3.67%) Bitbucket
4 4 (3.67%) MLflow
5 3 (2.75%) Octopus Deploy
6 2 (1.83%) Deequ
7 1 (0.92%) Spinnaker
General
1 31 (28.44%) Finance
2 30 (27.52%) Social Skills
3 13 (11.93%) Analytical Skills
4 12 (11.01%) Games
5 11 (10.09%) Inclusion and Diversity
6 6 (5.50%) Advertising
6 6 (5.50%) Retail
7 4 (3.67%) Music Industry
8 3 (2.75%) Legal
8 3 (2.75%) Manufacturing
9 2 (1.83%) French Language
9 2 (1.83%) Marketing
9 2 (1.83%) Spanish Language
10 1 (0.92%) Automotive
10 1 (0.92%) Banking
10 1 (0.92%) Presentation Skills
10 1 (0.92%) Telecoms
Job Titles
1 52 (47.71%) Data Engineer
2 42 (38.53%) Senior
3 24 (22.02%) Software Engineer
4 18 (16.51%) Senior Data Engineer
4 18 (16.51%) Senior Software Engineer
5 10 (9.17%) Architect
5 10 (9.17%) Lead
5 10 (9.17%) Principal Engineer
6 8 (7.34%) Data Architect
7 6 (5.50%) Principal Software Engineer
8 5 (4.59%) Technical Leader
9 4 (3.67%) Developer
9 4 (3.67%) Lead Data Engineer
9 4 (3.67%) Principal Data Engineer
10 3 (2.75%) Big Data Architect
10 3 (2.75%) Head of Analytics
10 3 (2.75%) Head of Data Analytics
10 3 (2.75%) Machine Learning Engineer
11 2 (1.83%) Senior Java Developer
11 2 (1.83%) Social Media Manager
Libraries, Frameworks & Software Standards
1 47 (43.12%) Kafka
2 24 (22.02%) PySpark
3 13 (11.93%) React
4 7 (6.42%) Pandas
5 4 (3.67%) GraphQL
6 3 (2.75%) Apache Beam
6 3 (2.75%) Apache NiFi
6 3 (2.75%) NumPy
7 2 (1.83%) Great Expectations
7 2 (1.83%) Spring
7 2 (1.83%) Spring Boot
7 2 (1.83%) TensorFlow
8 1 (0.92%) .NET
8 1 (0.92%) JSON
8 1 (0.92%) PyTorch
8 1 (0.92%) scikit-learn
8 1 (0.92%) Spark Streaming
8 1 (0.92%) Unreal Engine
Miscellaneous
1 22 (20.18%) Data Structures
2 14 (12.84%) Algorithms
3 10 (9.17%) Distributed Systems
4 7 (6.42%) Cloud Native
5 4 (3.67%) Greenfield Project
5 4 (3.67%) Renewable Energy
6 2 (1.83%) Cyberattack
6 2 (1.83%) Data Centre
6 2 (1.83%) Distributed Computing
6 2 (1.83%) Mainframe
6 2 (1.83%) Product Ownership
6 2 (1.83%) Social Media
6 2 (1.83%) Taxonomies
6 2 (1.83%) Virtual Team
7 1 (0.92%) IoT
7 1 (0.92%) Legacy Systems
7 1 (0.92%) Reinsurance
7 1 (0.92%) Virtual Reality
Operating Systems
1 4 (3.67%) Linux
Processes & Methodologies
1 46 (42.20%) Data Pipeline
2 39 (35.78%) Data Engineering
3 38 (34.86%) Agile
3 38 (34.86%) Machine Learning
4 35 (32.11%) CI/CD
5 33 (30.28%) ETL
6 31 (28.44%) Software Engineering
7 30 (27.52%) Analytics
8 28 (25.69%) Data Science
9 25 (22.94%) Data Modelling
10 23 (21.10%) Data Management
11 22 (20.18%) DevOps
12 21 (19.27%) Data Transformation
13 19 (17.43%) Problem-Solving
14 18 (16.51%) Business Intelligence
15 16 (14.68%) Artificial Intelligence
15 16 (14.68%) Data Governance
15 16 (14.68%) Mentoring
16 14 (12.84%) Data Cleansing
17 13 (11.93%) Data Strategy
Programming Languages
1 76 (69.72%) Python
2 59 (54.13%) SQL
3 30 (27.52%) Scala
4 23 (21.10%) Java
5 14 (12.84%) TypeScript
6 12 (11.01%) Bash
6 12 (11.01%) Kotlin
7 11 (10.09%) R
8 10 (9.17%) Clojure
9 6 (5.50%) C#
9 6 (5.50%) Go
10 5 (4.59%) Data Analysis Expressions
11 3 (2.75%) JavaScript
12 2 (1.83%) C
12 2 (1.83%) PHP
13 1 (0.92%) PL/SQL
Qualifications
1 15 (13.76%) Degree
2 14 (12.84%) Security Cleared
3 11 (10.09%) SC Cleared
4 4 (3.67%) DBS Check
5 2 (1.83%) CIMA
5 2 (1.83%) DV Cleared
5 2 (1.83%) ISTQB
5 2 (1.83%) Master's Degree
6 1 (0.92%) Computer Science Degree
Quality Assurance & Compliance
1 29 (26.61%) Data Quality
2 4 (3.67%) QA
3 2 (1.83%) GDPR
4 1 (0.92%) Accessibility
System Software
1 5 (4.59%) Docker
2 1 (0.92%) HDFS
Systems Management
1 25 (22.94%) Kubernetes
2 10 (9.17%) Terraform
3 2 (1.83%) Argo
3 2 (1.83%) Progress Chef
4 1 (0.92%) Ansible
4 1 (0.92%) Kibana
Vendors
1 43 (39.45%) Databricks
2 17 (15.60%) Google
2 17 (15.60%) Microsoft
3 8 (7.34%) Informatica
4 6 (5.50%) Apple
5 4 (3.67%) Dell
6 3 (2.75%) SnapLogic
7 2 (1.83%) Cloudera
7 2 (1.83%) CrowdStrike
7 2 (1.83%) Hootsuite
7 2 (1.83%) Sage
7 2 (1.83%) SAP
7 2 (1.83%) Teradata
7 2 (1.83%) YouTube
8 1 (0.92%) Hortonworks
8 1 (0.92%) Oracle