Apache Spark Jobs in Bristol

Apache Spark
South West > Bristol

The table below provides summary statistics for permanent job vacancies advertised in Bristol 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 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 137 124 198
Rank change year-on-year -13 +74 -33
Permanent jobs citing Apache Spark 30 33 6
As % of all permanent jobs advertised in Bristol 0.85% 1.34% 0.17%
As % of the Application Platforms category 10.87% 11.70% 1.23%
Number of salaries quoted 30 22 5
10th Percentile £47,500 £41,855 -
25th Percentile £72,500 £47,500 £31,375
Median annual salary (50th Percentile) £80,000 £69,447 £33,550
Median % change year-on-year +15.20% +107.00% -44.08%
75th Percentile £87,500 £93,750 £70,000
90th Percentile £155,665 £95,000 £85,000
South West median annual salary £80,000 £75,000 £70,000
% change year-on-year +6.67% +7.14% +2.03%

All Application Platform Skills
Bristol

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 Bristol.

Permanent vacancies with a requirement for application platform skills 276 282 487
As % of all permanent jobs advertised in Bristol 7.80% 11.47% 13.94%
Number of salaries quoted 193 194 304
10th Percentile £30,250 £31,923 £31,563
25th Percentile £38,000 £42,500 £41,250
Median annual salary (50th Percentile) £55,000 £57,500 £54,255
Median % change year-on-year -4.35% +5.98% +20.57%
75th Percentile £70,000 £73,474 £77,715
90th Percentile £89,500 £87,500 £93,750
South West median annual salary £49,000 £47,500 £50,000
% change year-on-year +3.16% -5.00% +17.65%

Apache Spark
Job Vacancy Trend in Bristol

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

Job vacancy trend for Apache Spark in Bristol

Apache Spark
Salary Trend in Bristol

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

Salary trend for Apache Spark in Bristol

Apache Spark
Salary Histogram in Bristol

Salary distribution for jobs citing Apache Spark in Bristol over the 6 months to 12 June 2024.

Salary histogram for Apache Spark in Bristol

Apache Spark
Co-occurring Skills and Capabilities in Bristol 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 16 (53.33%) Apache
1 16 (53.33%) Jupyter
1 16 (53.33%) nginx
Cloud Services
1 16 (53.33%) Amazon S3
1 16 (53.33%) MinIO
1 16 (53.33%) OpenShift
2 8 (26.67%) AWS
2 8 (26.67%) Azure
3 7 (23.33%) GCP
4 1 (3.33%) Azure Data Factory
4 1 (3.33%) Azure DevOps
4 1 (3.33%) Azure Synapse Analytics
4 1 (3.33%) Google Analytics
4 1 (3.33%) PaaS
4 1 (3.33%) Serverless
4 1 (3.33%) Snowflake
Database & Business Intelligence
1 28 (93.33%) Big Data
2 26 (86.67%) Hadoop
3 16 (53.33%) Presto
4 13 (43.33%) Data Warehouse
5 8 (26.67%) Data Lake
6 7 (23.33%) BigQuery
6 7 (23.33%) Flink
6 7 (23.33%) Relational Database
6 7 (23.33%) SQL Server
7 4 (13.33%) Data Mining
8 2 (6.67%) Star Schema
9 1 (3.33%) Azure SQL Database
9 1 (3.33%) MongoDB
9 1 (3.33%) NoSQL
9 1 (3.33%) Oracle ODI
9 1 (3.33%) Snowflake Schema
Development Applications
1 17 (56.67%) Jenkins
2 16 (53.33%) Atlassian Bamboo
3 6 (20.00%) Oracle Forms
General
1 6 (20.00%) Finance
2 4 (13.33%) Analytical Skills
2 4 (13.33%) Banking
2 4 (13.33%) Social Skills
3 3 (10.00%) Influencing Skills
4 1 (3.33%) Retail
Job Titles
1 25 (83.33%) Data Engineer
2 16 (53.33%) Big Data Engineer
2 16 (53.33%) DevOps Engineer
3 4 (13.33%) Head of Engineering
4 3 (10.00%) Lead
4 3 (10.00%) Lead Data Engineer
4 3 (10.00%) Senior
4 3 (10.00%) Senior Data Engineer
5 1 (3.33%) Architect
5 1 (3.33%) Azure Architect
5 1 (3.33%) Azure Data Engineer
5 1 (3.33%) Azure Engineer
5 1 (3.33%) Big Data Architect
5 1 (3.33%) Junior
5 1 (3.33%) Junior Data Engineer
Libraries, Frameworks & Software Standards
1 17 (56.67%) Apache NiFi
2 16 (53.33%) ActiveMQ
2 16 (53.33%) Elastic Stack
2 16 (53.33%) RabbitMQ
2 16 (53.33%) YAML
3 8 (26.67%) Kafka
4 7 (23.33%) Apache Beam
5 1 (3.33%) JSON
5 1 (3.33%) PySpark
5 1 (3.33%) Unreal Engine
Miscellaneous
1 16 (53.33%) Hybrid Cloud
2 7 (23.33%) Data Structures
3 6 (20.00%) Algorithms
4 4 (13.33%) Cloud Native
5 1 (3.33%) Virtual Reality
Operating Systems
1 16 (53.33%) Linux
Processes & Methodologies
1 25 (83.33%) Data Engineering
2 24 (80.00%) CI/CD
3 20 (66.67%) Thought Leadership
4 17 (56.67%) DevOps
5 16 (53.33%) Containerisation
5 16 (53.33%) Infrastructure as Code
5 16 (53.33%) Observability
5 16 (53.33%) Requirements Engineering
5 16 (53.33%) Service Delivery
5 16 (53.33%) Site Reliability Engineering
6 11 (36.67%) Data Pipeline
7 9 (30.00%) Agile
7 9 (30.00%) Computer Science
8 8 (26.67%) Data Modelling
8 8 (26.67%) Data Science
9 7 (23.33%) Continuous Delivery
9 7 (23.33%) Continuous Integration
9 7 (23.33%) TDD
10 6 (20.00%) Analytics
10 6 (20.00%) Design Patterns
Programming Languages
1 30 (100.00%) Python
2 16 (53.33%) Bash
2 16 (53.33%) Shell Script
3 13 (43.33%) SQL
4 11 (36.67%) Java
4 11 (36.67%) Scala
5 6 (20.00%) Go
6 3 (10.00%) C
7 1 (3.33%) PL/SQL
Qualifications
1 19 (63.33%) DV Cleared
1 19 (63.33%) Security Cleared
2 8 (26.67%) Degree
3 3 (10.00%) SC Cleared
4 1 (3.33%) Master's Degree
System Software
1 24 (80.00%) Docker
Systems Management
1 23 (76.67%) Kubernetes
2 17 (56.67%) Terraform
3 16 (53.33%) Ansible
3 16 (53.33%) Grafana
3 16 (53.33%) HAProxy
3 16 (53.33%) Prometheus
Vendors
1 8 (26.67%) Oracle
2 7 (23.33%) Teradata
3 2 (6.67%) Databricks
4 1 (3.33%) Google
4 1 (3.33%) Informatica