Period
to 2 August 2021

The median annual salary for an Apache Spark Developer was £80,000 in advertised job vacancies in London during the 6 months to 2 August 2021.

The first table below provides salary benchmarking and summary statistics including a comparison to same period in the previous 2 years.

Apache Spark Developer
England > London
6 months to
2 Aug 2021
Same period 2020 Same period 2019
Rank 649 533 714
Rank change year-on-year -116 +181 +93
Permanent jobs requiring an Apache Spark Developer 28 17 46
As % of all permanent jobs advertised in London 0.062% 0.060% 0.080%
As % of the Job Titles category 0.069% 0.064% 0.084%
Number of salaries quoted 20 17 46
10th Percentile £55,000 £55,500 £45,000
25th Percentile £65,000 £60,000 £56,250
Median annual salary (50th Percentile) £80,000 £75,000 £85,000
Median % change year-on-year +6.67% -11.76% +21.43%
75th Percentile £250,000 £87,500 £110,000
90th Percentile " " £115,000
England median annual salary £80,000 £75,000 £85,000
% change year-on-year +6.67% -11.76% +21.43%

The following table is for comparison with the above and includes summary statistics for all permanent IT job vacancies advertised in London. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of permanent jobs in our overall sample.

All Permanent IT Job Vacancies
London
Permanent vacancies in London with a recognized job title 40,534 26,406 54,529
% of permanent IT jobs with a recognized job title 89.59% 93.87% 95.29%
Number of salaries quoted 28,168 21,826 45,294
10th Percentile £41,250 £39,500 £35,000
25th Percentile £51,750 £50,000 £46,250
Median annual salary (50th Percentile) £70,000 £67,500 £62,500
Median % change year-on-year +3.70% +8.00% +4.17%
75th Percentile £87,500 £85,000 £81,250
90th Percentile £103,750 £102,500 £96,250
England median annual salary £55,000 £55,000 £52,000
% change year-on-year - +5.77% +4.00%

Apache Spark Developer
Job Vacancy Trend in London

Job postings that featured Apache Spark Developer in the job title as a proportion of all IT jobs advertised in London.

Job vacancy trend for Apache Spark Developer in London

Apache Spark Developer
Salary Trend in London

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

Salary trend for Apache Spark Developer in London

Apache Spark Developer
Salary Histogram in London

Salary distribution for jobs citing Apache Spark Developer in London over the 6 months to 2 August 2021.

Salary histogram for Apache Spark Developer in London

Apache Spark Developer
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Spark Developer within the London region over the 6 months to 2 August 2021. 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
Job
Vacancies
Central London -8 8 £70,000 - 1
Apache Spark Developer
England

Apache Spark Developer Skill Set
Top 30 Co-occurring IT Skills in London

For the 6 months to 2 August 2021, Apache Spark Developer job roles required the following IT skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region featuring Apache Spark Developer in the job title.

1 28 (100.00%) Apache Spark
2 21 (75.00%) Scala
3 18 (64.29%) Java
4 17 (60.71%) Python
5 15 (53.57%) SQL
6 14 (50.00%) Hadoop
7 13 (46.43%) Greenfield Project
8 12 (42.86%) Kubernetes
8 12 (42.86%) Pandas
8 12 (42.86%) Big Data
8 12 (42.86%) NumPy
9 8 (28.57%) Elasticsearch
9 8 (28.57%) Akka
9 8 (28.57%) Social Skills
9 8 (28.57%) Artificial Intelligence
9 8 (28.57%) Machine Learning
10 7 (25.00%) Parallel Processing
10 7 (25.00%) Amazon S3
10 7 (25.00%) Hedge funds
10 7 (25.00%) Equities
10 7 (25.00%) PyArrow
10 7 (25.00%) Dask
10 7 (25.00%) Apache Airflow
11 6 (21.43%) Software Testing
11 6 (21.43%) Scrum
12 5 (17.86%) JUnit
12 5 (17.86%) Apache
12 5 (17.86%) Software Engineering
12 5 (17.86%) Mockito
12 5 (17.86%) User Acceptance Testing

Apache Spark Developer Skill Set
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 28 (100.00%) Apache Spark
2 8 (28.57%) Elasticsearch
3 7 (25.00%) Apache Airflow
4 5 (17.86%) Apache
4 5 (17.86%) Jupyter
5 1 (3.57%) IIS
Cloud Services
1 7 (25.00%) Amazon S3
2 4 (14.29%) AWS
3 2 (7.14%) Azure
Database & Business Intelligence
1 14 (50.00%) Hadoop
2 12 (42.86%) Big Data
3 2 (7.14%) Data Lake
3 2 (7.14%) Flink
3 2 (7.14%) Parquet
3 2 (7.14%) PostgreSQL
3 2 (7.14%) Redis
3 2 (7.14%) Tableau
4 1 (3.57%) Apache Hive
4 1 (3.57%) Impala
Development Applications
1 5 (17.86%) Jenkins
1 5 (17.86%) JUnit
1 5 (17.86%) Mockito
2 2 (7.14%) Bitbucket
2 2 (7.14%) JIRA
2 2 (7.14%) SonarQube
2 2 (7.14%) TeamCity
General
1 8 (28.57%) Social Skills
2 3 (10.71%) Banking
2 3 (10.71%) Finance
3 2 (7.14%) Analytical Skills
4 1 (3.57%) Front Office
4 1 (3.57%) Investment Banking
Libraries, Frameworks & Software Standards
1 12 (42.86%) NumPy
1 12 (42.86%) Pandas
2 8 (28.57%) Akka
3 7 (25.00%) Dask
3 7 (25.00%) PyArrow
4 4 (14.29%) Flask
5 2 (7.14%) Apache Avro
5 2 (7.14%) Kafka
5 2 (7.14%) PySpark
Miscellaneous
1 13 (46.43%) Greenfield Project
2 7 (25.00%) Equities
2 7 (25.00%) Hedge funds
3 3 (10.71%) Virtual Team
4 2 (7.14%) Linux Command Line
Operating Systems
1 4 (14.29%) Unix
Processes & Methodologies
1 8 (28.57%) Artificial Intelligence
1 8 (28.57%) Machine Learning
2 7 (25.00%) Parallel Processing
3 6 (21.43%) Scrum
3 6 (21.43%) Software Testing
4 5 (17.86%) Performance Optimisation
4 5 (17.86%) SDLC
4 5 (17.86%) Software Engineering
4 5 (17.86%) Test Automation
4 5 (17.86%) User Acceptance Testing
5 4 (14.29%) Agile Software Development
6 3 (10.71%) Data Analysis
7 2 (7.14%) Analytics
7 2 (7.14%) Computer Science
7 2 (7.14%) Data Pipeline
7 2 (7.14%) Problem-Solving
7 2 (7.14%) TDD
8 1 (3.57%) Pair Programming
8 1 (3.57%) Performance Tuning
8 1 (3.57%) Technical Leadership
Programming Languages
1 21 (75.00%) Scala
2 18 (64.29%) Java
3 17 (60.71%) Python
4 15 (53.57%) SQL
5 2 (7.14%) Go
Qualifications
1 2 (7.14%) Computer Science Degree
1 2 (7.14%) Degree
Quality Assurance & Compliance
1 1 (3.57%) QA
System Software
1 5 (17.86%) Docker
Systems Management
1 12 (42.86%) Kubernetes
2 1 (3.57%) Control-M
2 1 (3.57%) Oozie
Vendors
1 2 (7.14%) Cloudera
1 2 (7.14%) Databricks
1 2 (7.14%) Google
1 2 (7.14%) Hortonworks
1 2 (7.14%) MapR
1 2 (7.14%) ServiceNow
2 1 (3.57%) Oracle