Spark Streaming Jobs

Apache Spark Streaming
UK

The table below provides summary statistics for permanent job vacancies requiring Spark Streaming skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Spark Streaming over the 6 months leading up to 1 July 2025, comparing them to the same period in the previous two years.

6 months to
1 Jul 2025
Same period 2024 Same period 2023
Rank 715 914 889
Rank change year-on-year +199 -25 +231
Permanent jobs citing Spark Streaming 13 8 28
As % of all permanent jobs advertised in the UK 0.022% 0.007% 0.031%
As % of the Libraries, Frameworks & Software Standards category 0.13% 0.037% 0.11%
Number of salaries quoted 4 3 5
10th Percentile £49,250 £82,500 -
25th Percentile £76,250 £86,250 £70,000
Median annual salary (50th Percentile) £92,500 £95,000 £75,000
Median % change year-on-year -2.63% +26.67% -16.67%
75th Percentile £93,750 £97,500 £81,250
90th Percentile - - -
UK excluding London median annual salary £32,500 - £77,500
% change year-on-year - - +13.14%

All Software Libraries and Frameworks
UK

Spark Streaming falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 9,813 21,729 25,802
As % of all permanent jobs advertised in the UK 16.90% 20.13% 28.82%
Number of salaries quoted 5,938 16,114 17,168
10th Percentile £38,750 £36,250 £40,834
25th Percentile £51,250 £45,000 £50,000
Median annual salary (50th Percentile) £67,500 £60,000 £67,071
Median % change year-on-year +12.50% -10.54% +4.11%
75th Percentile £87,500 £79,600 £86,250
90th Percentile £112,500 £100,000 £106,250
UK excluding London median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% +4.55%

Spark Streaming
Job Vacancy Trend

Job postings citing Spark Streaming as a proportion of all IT jobs advertised.

Job vacancy trend for Spark Streaming in the UK

Spark Streaming
Salary Trend

3-month moving average salary quoted in jobs citing Spark Streaming.

Salary trend for Spark Streaming in the UK

Spark Streaming
Salary Histogram

Salary distribution for jobs citing Spark Streaming over the 6 months to 1 July 2025.

Salary histogram for Spark Streaming in the UK

Spark Streaming
Top 6 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Spark Streaming within the UK over the 6 months to 1 July 2025. 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
England +180 13 £92,500 -2.63% 41
London +113 12 £92,500 -2.63% 29
Work from Home +121 1 £32,500 -61.76% 16
UK excluding London - 1 £32,500 - 11
North of England - 1 £32,500 - 4
North West - 1 £32,500 - 1

Spark Streaming
Co-occurring Skills and Capabilities 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 13 (100.00%) Apache Spark
2 5 (38.46%) Apache Airflow
Cloud Services
1 9 (69.23%) AWS
2 5 (38.46%) Amazon Kinesis
2 5 (38.46%) Amazon S3
2 5 (38.46%) Azure
2 5 (38.46%) GCP
2 5 (38.46%) Snowflake
3 1 (7.69%) Cloud Computing
3 1 (7.69%) SaaS
Database & Business Intelligence
1 5 (38.46%) Amazon Athena
1 5 (38.46%) Amazon Redshift
1 5 (38.46%) Apache Hive
1 5 (38.46%) Big Data
1 5 (38.46%) BigQuery
1 5 (38.46%) Data Lake
1 5 (38.46%) Data Warehouse
1 5 (38.46%) Hadoop
1 5 (38.46%) NoSQL
1 5 (38.46%) Sqoop
2 4 (30.77%) Apache Iceberg
2 4 (30.77%) Spark SQL
3 3 (23.08%) OLAP
Development Applications
1 5 (38.46%) CircleCI
1 5 (38.46%) Git
1 5 (38.46%) Jenkins
General
1 9 (69.23%) Banking
1 9 (69.23%) Finance
1 9 (69.23%) Inclusion and Diversity
2 4 (30.77%) Law
Job Titles
1 9 (69.23%) Data Engineer
2 8 (61.54%) Senior
2 8 (61.54%) Senior Data Engineer
3 6 (46.15%) Python Engineer
4 4 (30.77%) AWS Engineer
4 4 (30.77%) AWS Software Engineer
4 4 (30.77%) Java Engineer
4 4 (30.77%) Java Software Engineer
4 4 (30.77%) Lead
4 4 (30.77%) Lead Java Engineer
4 4 (30.77%) Lead Software Engineer
4 4 (30.77%) Python Software Engineer
4 4 (30.77%) Software Engineer
5 2 (15.38%) Python Data Engineer
6 1 (7.69%) Junior
6 1 (7.69%) Junior Data Engineer
Libraries, Frameworks & Software Standards
1 9 (69.23%) Kafka
2 8 (61.54%) PySpark
3 5 (38.46%) OAuth
Miscellaneous
1 5 (38.46%) Algorithms
1 5 (38.46%) Data Structures
1 5 (38.46%) Distributed Applications
1 5 (38.46%) Greenfield Project
2 4 (30.77%) Distributed Systems
2 4 (30.77%) Public Cloud
3 1 (7.69%) Product Ownership
Processes & Methodologies
1 12 (92.31%) Data Pipeline
1 12 (92.31%) Data Transformation
1 12 (92.31%) ETL
2 8 (61.54%) CI/CD
2 8 (61.54%) Data Modelling
3 7 (53.85%) Software Engineering
4 6 (46.15%) Machine Learning
5 5 (38.46%) Agile
5 5 (38.46%) Asset Management
5 5 (38.46%) Containerisation
5 5 (38.46%) Continuous Delivery
5 5 (38.46%) Data Engineering
5 5 (38.46%) Digital Engineering
5 5 (38.46%) Event-Driven
5 5 (38.46%) SDLC
6 4 (30.77%) Batch Processing
6 4 (30.77%) Database Migration
6 4 (30.77%) Migration
6 4 (30.77%) Multithreading
6 4 (30.77%) Use Case
Programming Languages
1 13 (100.00%) Python
2 9 (69.23%) Java
2 9 (69.23%) SQL
3 5 (38.46%) Scala
Qualifications
1 1 (7.69%) Computer Science Degree
1 1 (7.69%) Degree
System Software
1 5 (38.46%) Apache Flume
Systems Management
1 5 (38.46%) Oozie
1 5 (38.46%) Terraform
2 4 (30.77%) Kubernetes
Vendors
1 9 (69.23%) Databricks
2 5 (38.46%) Cloudera