Apache Spark Jobs in the Midlands

Apache Spark
England > Midlands

The table below provides summary statistics for permanent job vacancies advertised in the Midlands 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 5 July 2025, comparing them to the same period in the previous two years.

6 months to
5 Jul 2025
Same period 2024 Same period 2023
Rank 233 328 283
Rank change year-on-year +95 -45 +45
Permanent jobs citing Apache Spark 22 16 14
As % of all permanent jobs advertised in the Midlands 0.32% 0.12% 0.17%
As % of the Application Platforms category 4.44% 1.43% 1.88%
Number of salaries quoted 9 8 14
10th Percentile £49,250 £50,250 £58,250
25th Percentile £51,750 £52,500 £60,000
Median annual salary (50th Percentile) £67,500 £72,750 £70,000
Median % change year-on-year -7.22% +3.93% +12.00%
75th Percentile £77,500 £79,500 £80,000
90th Percentile £81,500 £81,150 £89,975
England median annual salary £82,500 £80,000 £85,000
% change year-on-year +3.13% -5.88% +6.25%

All Application Platform Skills
Midlands

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 requiring application platform skills in the Midlands.

Permanent vacancies with a requirement for application platform skills 496 1,121 745
As % of all permanent jobs advertised in the Midlands 7.14% 8.11% 9.13%
Number of salaries quoted 332 825 521
10th Percentile £26,250 £25,750 £26,250
25th Percentile £31,188 £31,250 £31,250
Median annual salary (50th Percentile) £44,638 £40,478 £47,500
Median % change year-on-year +10.28% -14.78% +1.06%
75th Percentile £60,000 £56,250 £60,000
90th Percentile £73,750 £70,000 £71,250
England median annual salary £55,000 £50,000 £56,500
% change year-on-year +10.00% -11.50% +2.73%

Apache Spark
Job Vacancy Trend in the Midlands

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

Job vacancy trend for Apache Spark in the Midlands

Apache Spark
Salary Trend in the Midlands

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

Salary trend for Apache Spark in the Midlands

Apache Spark
Salary Histogram in the Midlands

Salary distribution for jobs citing Apache Spark in the Midlands over the 6 months to 5 July 2025.

Salary histogram for Apache Spark in the Midlands

Apache Spark
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Spark within the Midlands region over the 6 months to 5 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
East Midlands +46 15 £75,000 +25.00% 20
West Midlands +67 7 £60,500 -17.12% 23
Apache Spark
England

Apache Spark
Co-occurring Skills and Capabilities in the Midlands 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 (9.09%) Apache
1 2 (9.09%) SAS
2 1 (4.55%) Apache Airflow
Cloud Services
1 13 (59.09%) AWS
2 10 (45.45%) Amazon S3
3 7 (31.82%) GitHub
4 6 (27.27%) Amazon EKS
4 6 (27.27%) Amazon ELB
4 6 (27.27%) Azure
5 5 (22.73%) Power Platform
6 4 (18.18%) Amazon EC2
6 4 (18.18%) Amazon SageMaker
7 3 (13.64%) AWS Lambda
7 3 (13.64%) Serverless
8 2 (9.09%) Azure Data Factory
8 2 (9.09%) GCP
9 1 (4.55%) Azure Machine Learning
9 1 (4.55%) GitHub Actions
Communications & Networking
1 1 (4.55%) PuTTY
Database & Business Intelligence
1 10 (45.45%) Spark SQL
2 7 (31.82%) Big Data
2 7 (31.82%) Metadata
3 6 (27.27%) Delta Lake
3 6 (27.27%) DynamoDB
4 5 (22.73%) Power BI
4 5 (22.73%) Tableau
5 4 (18.18%) Amazon Athena
5 4 (18.18%) Data Warehouse
5 4 (18.18%) PostgreSQL
6 3 (13.64%) Hadoop
6 3 (13.64%) Parquet
7 2 (9.09%) Electronic Patient Records
8 1 (4.55%) Apache Hive
8 1 (4.55%) BigQuery
8 1 (4.55%) Data Lake
8 1 (4.55%) HBase
8 1 (4.55%) Neo4j
8 1 (4.55%) NoSQL
8 1 (4.55%) Qlik Sense
Development Applications
1 6 (27.27%) MLflow
2 4 (18.18%) Git
3 3 (13.64%) GitLab
General
1 15 (68.18%) Social Skills
2 5 (22.73%) Analytical Skills
3 3 (13.64%) Law
3 3 (13.64%) Marketing
3 3 (13.64%) Presentation Skills
3 3 (13.64%) Retail
4 1 (4.55%) Finance
4 1 (4.55%) Public Sector
Job Titles
1 6 (27.27%) Data Engineer
1 6 (27.27%) Data Manager
1 6 (27.27%) Machine Learning Engineer
1 6 (27.27%) Operations Engineer
2 4 (18.18%) Senior
2 4 (18.18%) Senior Data Engineer
3 3 (13.64%) Data Science Manager
3 3 (13.64%) Data Scientist
4 1 (4.55%) Architect
4 1 (4.55%) AWS Data Engineer
4 1 (4.55%) AWS Engineer
4 1 (4.55%) Data Architect
Libraries, Frameworks & Software Standards
1 15 (68.18%) PySpark
2 8 (36.36%) PyTorch
2 8 (36.36%) TensorFlow
3 7 (31.82%) scikit-learn
4 6 (27.27%) Keras
4 6 (27.27%) Lambda Expressions
4 6 (27.27%) Metaflow
4 6 (27.27%) NumPy
4 6 (27.27%) Pandas
4 6 (27.27%) YAML
5 3 (13.64%) XGBoost
6 2 (9.09%) Dask
6 2 (9.09%) Polars
7 1 (4.55%) Apache NiFi
7 1 (4.55%) Kafka
7 1 (4.55%) Plotly
7 1 (4.55%) Regular Expression
7 1 (4.55%) Shiny
Miscellaneous
1 6 (27.27%) Linux Command Line
2 1 (4.55%) e-Learning
2 1 (4.55%) Legacy Systems
Operating Systems
1 7 (31.82%) Unix
2 2 (9.09%) Linux
Processes & Methodologies
1 18 (81.82%) Machine Learning
2 16 (72.73%) Data Science
3 15 (68.18%) Artificial Intelligence
4 11 (50.00%) Visualisation
5 9 (40.91%) Time Management
5 9 (40.91%) Unit Testing
6 7 (31.82%) CI/CD
6 7 (31.82%) Containerisation
6 7 (31.82%) Data Engineering
6 7 (31.82%) MLOps
7 6 (27.27%) Analytics
7 6 (27.27%) Data Modelling
7 6 (27.27%) Data Pipeline
7 6 (27.27%) Decision-Making
7 6 (27.27%) Deployment Automation
7 6 (27.27%) Information Security
7 6 (27.27%) Metadata Management
7 6 (27.27%) OO
7 6 (27.27%) OOP
7 6 (27.27%) OWASP
Programming Languages
1 22 (100.00%) SQL
2 21 (95.45%) Python
3 4 (18.18%) R
4 2 (9.09%) Java
5 1 (4.55%) Bash
5 1 (4.55%) PROC SQL
5 1 (4.55%) Scala
Qualifications
1 5 (22.73%) DBS Check
2 2 (9.09%) Degree
2 2 (9.09%) Master's Degree
2 2 (9.09%) PhD
3 1 (4.55%) AWS Certification
3 1 (4.55%) Azure Certification
Quality Assurance & Compliance
1 3 (13.64%) Data Quality
2 1 (4.55%) QA
System Software
1 7 (31.82%) Docker
2 1 (4.55%) Apache Flume
2 1 (4.55%) HDFS
Systems Management
1 7 (31.82%) Terraform
2 6 (27.27%) Kubeflow
2 6 (27.27%) Kubernetes
3 1 (4.55%) Kibana
3 1 (4.55%) logstash
3 1 (4.55%) Oozie
Vendors
1 16 (72.73%) Databricks
2 2 (9.09%) Informatica
3 1 (4.55%) Google
3 1 (4.55%) Microsoft
3 1 (4.55%) MicroStrategy
3 1 (4.55%) SAP