Apache Spark Jobs in the Midlands

Apache Spark
England > Midlands

The following table provides summary statistics for permanent job vacancies advertised in the Midlands 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 310 279 296
Rank change year-on-year -31 +17 -37
Permanent jobs citing Apache Spark 16 32 64
As % of all permanent jobs advertised in the Midlands 0.13% 0.35% 0.59%
As % of the Application Platforms category 1.46% 3.63% 4.44%
Number of salaries quoted 8 13 40
10th Percentile £50,250 - £47,500
25th Percentile £52,500 £57,500 £54,688
Median annual salary (50th Percentile) £72,750 £70,000 £62,500
Median % change year-on-year +3.93% +12.00% -10.71%
75th Percentile £79,500 £80,000 £70,000
90th Percentile £81,150 £91,400 £75,000
England median annual salary £80,000 £87,500 £80,000
% change year-on-year -8.57% +9.38% +6.67%

All Application Platform Skills
Midlands

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 Midlands with a requirement for application platform skills.

Permanent vacancies with a requirement for application platform skills 1,094 881 1,443
As % of all permanent jobs advertised in the Midlands 9.21% 9.54% 13.32%
Number of salaries quoted 852 535 1,044
10th Percentile £25,638 £26,250 £26,250
25th Percentile £31,250 £31,250 £32,500
Median annual salary (50th Percentile) £42,500 £47,500 £45,000
Median % change year-on-year -10.53% +5.56% +3.45%
75th Percentile £56,250 £60,000 £57,500
90th Percentile £70,000 £71,400 £74,625
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 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 10 May 2024.

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 10 May 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
East Midlands -20 10 £60,000 - 2
West Midlands -11 6 £73,000 +4.29% 6
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 5 (31.25%) Apache
2 4 (25.00%) Apache Airflow
Cloud Services
1 9 (56.25%) AWS
2 7 (43.75%) GitHub
3 6 (37.50%) AWS Lambda
3 6 (37.50%) Azure
3 6 (37.50%) Serverless
4 5 (31.25%) Amazon S3
4 5 (31.25%) Azure Data Factory
5 4 (25.00%) Amazon ECS
5 4 (25.00%) Amazon Kinesis
5 4 (25.00%) Amazon SageMaker
5 4 (25.00%) Amazon SQS
5 4 (25.00%) AWS CloudFormation
5 4 (25.00%) AWS CodeBuild
5 4 (25.00%) AWS CodePipeline
5 4 (25.00%) Datadog
5 4 (25.00%) GCP
6 3 (18.75%) Azure Logic Apps
6 3 (18.75%) dbt
6 3 (18.75%) iPaaS
6 3 (18.75%) Snowflake
Database & Business Intelligence
1 10 (62.50%) Big Data
2 9 (56.25%) Data Warehouse
3 5 (31.25%) Amazon Redshift
3 5 (31.25%) Data Lake
4 4 (25.00%) Delta Lake
4 4 (25.00%) DynamoDB
5 3 (18.75%) NoSQL
6 1 (6.25%) Azure SQL Database
6 1 (6.25%) Electronic Patient Records
6 1 (6.25%) Hadoop
6 1 (6.25%) HBase
6 1 (6.25%) Power BI
Development Applications
1 3 (18.75%) Git
1 3 (18.75%) Octopus Deploy
General
1 8 (50.00%) Finance
2 6 (37.50%) Social Skills
3 1 (6.25%) Analytical Skills
Job Titles
1 14 (87.50%) Data Engineer
2 7 (43.75%) Senior
2 7 (43.75%) Senior Data Engineer
3 1 (6.25%) AWS Data Engineer
3 1 (6.25%) AWS Developer
3 1 (6.25%) AWS Engineer
3 1 (6.25%) Big Data Developer
3 1 (6.25%) Big Data Engineer
3 1 (6.25%) Data Scientist
3 1 (6.25%) Developer
3 1 (6.25%) Machine Learning Engineer
3 1 (6.25%) Python Data Engineer
3 1 (6.25%) Python Developer
3 1 (6.25%) Python Engineer
Libraries, Frameworks & Software Standards
1 9 (56.25%) Pandas
2 7 (43.75%) PySpark
3 4 (25.00%) AWS CDK
4 1 (6.25%) Kafka
4 1 (6.25%) NumPy
4 1 (6.25%) scikit-learn
4 1 (6.25%) TensorFlow
Miscellaneous
1 4 (25.00%) Data Structures
1 4 (25.00%) Renewable Energy
2 2 (12.50%) Distributed Computing
3 1 (6.25%) Algorithms
Operating Systems
1 4 (25.00%) Linux
Processes & Methodologies
1 9 (56.25%) Data Pipeline
1 9 (56.25%) Infrastructure as Code
2 8 (50.00%) CI/CD
2 8 (50.00%) Data Engineering
3 7 (43.75%) Data Governance
3 7 (43.75%) Machine Learning
4 6 (37.50%) Data Transformation
5 4 (25.00%) Data Cleansing
5 4 (25.00%) Data Extraction
5 4 (25.00%) Data Modelling
5 4 (25.00%) DevOps
6 3 (18.75%) Customer Experience
6 3 (18.75%) Data Management
6 3 (18.75%) High Availability
6 3 (18.75%) Problem-Solving
7 2 (12.50%) Artificial Intelligence
7 2 (12.50%) Data Science
7 2 (12.50%) ETL
8 1 (6.25%) B2B
8 1 (6.25%) Business Intelligence
Programming Languages
1 14 (87.50%) Python
2 9 (56.25%) SQL
3 3 (18.75%) C#
4 1 (6.25%) Java
Qualifications
1 4 (25.00%) DBS Check
2 1 (6.25%) Computer Science Degree
2 1 (6.25%) Degree
Quality Assurance & Compliance
1 5 (31.25%) Data Quality
Systems Management
1 3 (18.75%) Terraform
2 1 (6.25%) Kubernetes
Vendors
1 7 (43.75%) Databricks
2 4 (25.00%) Splunk
3 3 (18.75%) SnapLogic
4 1 (6.25%) Google
4 1 (6.25%) Microsoft