Apache Spark Jobs in Birmingham

Apache Spark
West Midlands > Birmingham

The following table provides summary statistics for permanent job vacancies advertised in Birmingham 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 10 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
10 May 2024
Same period 2023 Same period 2022
Rank 140 133 181
Rank change year-on-year -7 +48 -49
Permanent jobs citing Apache Spark 4 3 10
As % of all permanent jobs advertised in Birmingham 0.14% 0.15% 0.32%
As % of the Application Platforms category 1.21% 1.36% 2.65%
Number of salaries quoted 4 3 9
10th Percentile £51,000 - -
25th Percentile £60,000 £60,000 £52,500
Median annual salary (50th Percentile) £72,750 £70,000 £60,000
Median % change year-on-year +3.93% +16.67% -20.00%
75th Percentile £80,875 £80,000 £95,000
90th Percentile £83,350 - £101,000
West Midlands median annual salary £73,000 £70,000 £60,000
% change year-on-year +4.29% +16.67% -20.00%

All Application Platform Skills
Birmingham

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 Birmingham with a requirement for application platform skills.

Permanent vacancies with a requirement for application platform skills 331 221 378
As % of all permanent jobs advertised in Birmingham 11.99% 11.36% 12.23%
Number of salaries quoted 269 189 299
10th Percentile £32,500 £28,924 £31,000
25th Percentile £41,250 £38,966 £40,000
Median annual salary (50th Percentile) £55,000 £55,000 £52,500
Median % change year-on-year - +4.76% +5.00%
75th Percentile £67,500 £67,500 £67,500
90th Percentile £77,500 £85,000 £84,000
West Midlands median annual salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +5.56% -

Apache Spark
Job Vacancy Trend in Birmingham

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

Job vacancy trend for Apache Spark in Birmingham

Apache Spark
Salary Trend in Birmingham

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

Salary trend for Apache Spark in Birmingham

Apache Spark
Salary Histogram in Birmingham

Salary distribution for jobs citing Apache Spark in Birmingham over the 6 months to 10 May 2024.

Salary histogram for Apache Spark in Birmingham

Apache Spark
Co-occurring Skills and Capabilities in Birmingham 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 2 (50.00%) Apache
1 2 (50.00%) Apache Airflow
Cloud Services
1 3 (75.00%) AWS
2 2 (50.00%) Azure
2 2 (50.00%) GCP
3 1 (25.00%) Amazon EKS
3 1 (25.00%) Amazon EMR
3 1 (25.00%) Amazon S3
3 1 (25.00%) AWS Lambda
3 1 (25.00%) Azure Data Factory
3 1 (25.00%) Azure Logic Apps
3 1 (25.00%) Azure Machine Learning
3 1 (25.00%) dbt
3 1 (25.00%) GitHub
3 1 (25.00%) iPaaS
3 1 (25.00%) Power Platform
3 1 (25.00%) SaaS
3 1 (25.00%) Serverless
3 1 (25.00%) Snowflake
Database & Business Intelligence
1 2 (50.00%) Big Data
1 2 (50.00%) Delta Lake
2 1 (25.00%) Amazon Redshift
2 1 (25.00%) Azure SQL Database
2 1 (25.00%) Data Lake
2 1 (25.00%) Data Warehouse
2 1 (25.00%) Electronic Patient Records
2 1 (25.00%) Hadoop
2 1 (25.00%) HBase
2 1 (25.00%) NoSQL
2 1 (25.00%) Power BI
Development Applications
1 1 (25.00%) Git
1 1 (25.00%) Octopus Deploy
General
1 2 (50.00%) Finance
2 1 (25.00%) Analytical Skills
2 1 (25.00%) Social Skills
Job Titles
1 2 (50.00%) Data Engineer
2 1 (25.00%) AWS Data Engineer
2 1 (25.00%) AWS Developer
2 1 (25.00%) AWS Engineer
2 1 (25.00%) Big Data Developer
2 1 (25.00%) Big Data Engineer
2 1 (25.00%) Data Scientist
2 1 (25.00%) Developer
2 1 (25.00%) Machine Learning Engineer
2 1 (25.00%) Python Data Engineer
2 1 (25.00%) Python Developer
2 1 (25.00%) Python Engineer
2 1 (25.00%) Senior
2 1 (25.00%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 3 (75.00%) Pandas
2 1 (25.00%) Kafka
2 1 (25.00%) NumPy
2 1 (25.00%) PySpark
2 1 (25.00%) scikit-learn
2 1 (25.00%) TensorFlow
Miscellaneous
1 2 (50.00%) Distributed Computing
2 1 (25.00%) Algorithms
Processes & Methodologies
1 3 (75.00%) Data Pipeline
1 3 (75.00%) Machine Learning
2 2 (50.00%) Artificial Intelligence
2 2 (50.00%) CI/CD
2 2 (50.00%) Data Science
2 2 (50.00%) DevOps
2 2 (50.00%) Problem-Solving
3 1 (25.00%) Actionable Insight
3 1 (25.00%) Analytics
3 1 (25.00%) Business Intelligence
3 1 (25.00%) Complexity Analysis
3 1 (25.00%) Computer Science
3 1 (25.00%) Data Analysis
3 1 (25.00%) Data Engineering
3 1 (25.00%) Data Management
3 1 (25.00%) Performance Tuning
3 1 (25.00%) Predictive Analytics
3 1 (25.00%) Software Engineering
3 1 (25.00%) Statistical Modelling
3 1 (25.00%) Translating Business Requirements
Programming Languages
1 4 (100.00%) Python
2 2 (50.00%) SQL
3 1 (25.00%) C#
3 1 (25.00%) Java
Qualifications
1 1 (25.00%) Computer Science Degree
1 1 (25.00%) Degree
Quality Assurance & Compliance
1 1 (25.00%) Data Quality
Systems Management
1 1 (25.00%) Kubernetes
1 1 (25.00%) Terraform
Vendors
1 1 (25.00%) Databricks
1 1 (25.00%) Google
1 1 (25.00%) Microsoft
1 1 (25.00%) SnapLogic