PySpark Jobs in London

PySpark - Spark Python API
England > London

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for PySpark skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited PySpark over the 6 months to 13 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
13 May 2024
Same period 2023 Same period 2022
Rank 345 455 551
Rank change year-on-year +110 +96 -28
Permanent jobs citing PySpark 175 176 363
As % of all permanent jobs advertised in London 0.74% 0.51% 0.53%
As % of the Libraries, Frameworks & Software Standards category 3.01% 1.48% 1.16%
Number of salaries quoted 102 147 127
10th Percentile £52,500 £60,000 £49,500
25th Percentile £57,500 £72,500 £62,500
Median annual salary (50th Percentile) £70,000 £90,000 £72,500
Median % change year-on-year -22.22% +24.14% +11.54%
75th Percentile £90,000 £107,500 £82,500
90th Percentile £100,000 £160,000 £86,750
England median annual salary £70,000 £80,294 £70,000
% change year-on-year -12.82% +14.71% +7.69%

All Software Libraries and Frameworks
London

PySpark is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 5,805 11,929 31,313
As % of all permanent jobs advertised in London 24.61% 34.75% 45.98%
Number of salaries quoted 4,702 8,424 12,871
10th Percentile £47,500 £50,000 £48,649
25th Percentile £60,000 £62,500 £58,750
Median annual salary (50th Percentile) £80,000 £80,000 £77,500
Median % change year-on-year - +3.23% +10.71%
75th Percentile £102,500 £100,000 £96,250
90th Percentile £130,000 £120,000 £115,000
England median annual salary £60,000 £67,500 £65,000
% change year-on-year -11.11% +3.85% +13.04%

PySpark
Job Vacancy Trend in London

Job postings citing PySpark as a proportion of all IT jobs advertised in London.

Job vacancy trend for PySpark in London

PySpark
Salary Trend in London

3-month moving average salary quoted in jobs citing PySpark in London.

Salary trend for PySpark in London

PySpark
Salary Histogram in London

Salary distribution for jobs citing PySpark in London over the 6 months to 13 May 2024.

Salary histogram for PySpark in London

PySpark
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing PySpark within the London region over the 6 months to 13 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
Central London +90 51 £68,750 -19.12% 3
West London -1 2 £64,000 -14.67% 1
PySpark
England

PySpark
Co-occurring Skills and Capabilities in London 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 36 (20.57%) Apache Spark
2 22 (12.57%) Apache
3 17 (9.71%) Apache Airflow
4 1 (0.57%) Apache Pig
4 1 (0.57%) SharePoint
Applications
1 7 (4.00%) Microsoft Excel
Business Applications
1 4 (2.29%) Primavera
2 1 (0.57%) SAP ERP
Cloud Services
1 106 (60.57%) Azure
2 49 (28.00%) AWS
3 40 (22.86%) Azure Data Factory
4 33 (18.86%) GCP
5 31 (17.71%) Azure Synapse Analytics
6 25 (14.29%) Power Platform
7 24 (13.71%) Azure DevOps
8 17 (9.71%) GitHub
9 10 (5.71%) Azure Cosmos DB
9 10 (5.71%) GitHub Actions
9 10 (5.71%) Snowflake
10 9 (5.14%) Serverless
11 8 (4.57%) Amazon S3
12 7 (4.00%) AWS CloudFormation
12 7 (4.00%) AWS Lambda
12 7 (4.00%) Power Automate
12 7 (4.00%) PowerApps
13 5 (2.86%) Azure Stack
13 5 (2.86%) Cloud Computing
14 4 (2.29%) Amazon Kinesis
Database & Business Intelligence
1 54 (30.86%) Data Warehouse
2 45 (25.71%) Data Lake
3 41 (23.43%) Tableau
4 34 (19.43%) Big Data
5 25 (14.29%) Power BI
5 25 (14.29%) SQL Server
6 18 (10.29%) Spark SQL
7 16 (9.14%) NoSQL
8 14 (8.00%) Hadoop
9 13 (7.43%) Azure SQL Database
10 12 (6.86%) Delta Lake
11 10 (5.71%) Apache Hive
12 9 (5.14%) MySQL
12 9 (5.14%) SQL Server Integration Services
13 8 (4.57%) Flink
13 8 (4.57%) Parquet
14 7 (4.00%) Data Mining
15 6 (3.43%) Amazon Redshift
16 5 (2.86%) Amazon Aurora
17 4 (2.29%) BigQuery
Development Applications
1 58 (33.14%) Git
2 16 (9.14%) Jenkins
3 8 (4.57%) CircleCI
4 3 (1.71%) JIRA
5 2 (1.14%) JMeter
5 2 (1.14%) Postman
5 2 (1.14%) SpecFlow
6 1 (0.57%) Octopus Deploy
6 1 (0.57%) Selenium
6 1 (0.57%) SoapUI
6 1 (0.57%) Team Foundation Server
6 1 (0.57%) TeamCity
General
1 65 (37.14%) Social Skills
2 32 (18.29%) Finance
3 14 (8.00%) Inclusion and Diversity
4 13 (7.43%) Banking
5 12 (6.86%) Legal
6 11 (6.29%) Analytical Skills
7 8 (4.57%) Law
7 8 (4.57%) Retail Banking
8 5 (2.86%) Influencing Skills
9 4 (2.29%) Presentation Skills
10 2 (1.14%) Publishing
10 2 (1.14%) Retail
11 1 (0.57%) Marketing
11 1 (0.57%) Organisational Skills
11 1 (0.57%) Pharmaceutical
Job Titles
1 94 (53.71%) Senior
2 91 (52.00%) Data Engineer
3 42 (24.00%) Data Scientist
4 41 (23.43%) Senior Data Engineer
5 40 (22.86%) Senior Data Scientist
6 20 (11.43%) Azure Engineer
7 18 (10.29%) Azure Data Engineer
8 15 (8.57%) Lead
9 7 (4.00%) Architect
9 7 (4.00%) Consultant
9 7 (4.00%) Data Consultant
9 7 (4.00%) Technical Leader
10 6 (3.43%) Principal Consultant
10 6 (3.43%) Python Data Engineer
10 6 (3.43%) Python Engineer
10 6 (3.43%) Senior Consultant
11 5 (2.86%) Azure Architect
11 5 (2.86%) Data Architect
11 5 (2.86%) Lead Data Engineer
12 4 (2.29%) AWS Engineer
Libraries, Frameworks & Software Standards
1 43 (24.57%) Pandas
2 42 (24.00%) scikit-learn
3 40 (22.86%) TensorFlow
4 11 (6.29%) Kafka
5 8 (4.57%) Apache Avro
5 8 (4.57%) Apache Beam
5 8 (4.57%) Spark Streaming
6 6 (3.43%) AWS CDK
7 2 (1.14%) MDX
7 2 (1.14%) NumPy
7 2 (1.14%) Plotly
7 2 (1.14%) PyTorch
7 2 (1.14%) SciPy
8 1 (0.57%) .NET
8 1 (0.57%) .NET Framework
8 1 (0.57%) CSS
8 1 (0.57%) HTML
8 1 (0.57%) jQuery
8 1 (0.57%) RESTful
8 1 (0.57%) SOAP
Miscellaneous
1 48 (27.43%) Algorithms
2 15 (8.57%) Greenfield Project
3 9 (5.14%) Distributed Systems
4 8 (4.57%) Distributed Applications
5 6 (3.43%) Data Structures
6 4 (2.29%) Product Ownership
7 2 (1.14%) Cloud Native
7 2 (1.14%) Hybrid Cloud
7 2 (1.14%) Management Information System
7 2 (1.14%) PropTech
8 1 (0.57%) Blockchain
8 1 (0.57%) Distributed Computing
8 1 (0.57%) Legacy Applications
8 1 (0.57%) Public Cloud
8 1 (0.57%) Reinsurance
Operating Systems
1 1 (0.57%) Linux
Processes & Methodologies
1 77 (44.00%) Data Science
2 76 (43.43%) ETL
3 65 (37.14%) Machine Learning
4 64 (36.57%) Data Engineering
5 58 (33.14%) Data Pipeline
6 54 (30.86%) Artificial Intelligence
7 48 (27.43%) MLOps
8 47 (26.86%) Visualisation
9 46 (26.29%) Data Modelling
10 45 (25.71%) CI/CD
11 44 (25.14%) Decision-Making
12 41 (23.43%) Actionable Insight
12 41 (23.43%) DevOps
12 41 (23.43%) Predictive Modelling
12 41 (23.43%) Statistics
13 40 (22.86%) Data Munging
13 40 (22.86%) Demand Forecasting
13 40 (22.86%) Natural Language Processing
13 40 (22.86%) Propensity Modelling
13 40 (22.86%) Root Cause Analysis
Programming Languages
1 155 (88.57%) SQL
2 150 (85.71%) Python
3 16 (9.14%) Scala
4 10 (5.71%) Java
4 10 (5.71%) R
4 10 (5.71%) T-SQL
5 7 (4.00%) Data Analysis Expressions
6 2 (1.14%) PL/SQL
7 1 (0.57%) C#
7 1 (0.57%) C++
7 1 (0.57%) Shell Script
Qualifications
1 55 (31.43%) Degree
2 42 (24.00%) DBS Check
3 41 (23.43%) Master's Degree
4 6 (3.43%) Computer Science Degree
4 6 (3.43%) Microsoft Certification
5 4 (2.29%) CIMA
6 2 (1.14%) Azure Certification
7 1 (0.57%) Postgraduate
Quality Assurance & Compliance
1 14 (8.00%) Data Quality
2 4 (2.29%) QA
System Software
1 8 (4.57%) HDFS
2 1 (0.57%) Apache Flume
2 1 (0.57%) Docker
Systems Management
1 14 (8.00%) Terraform
Vendors
1 132 (75.43%) Databricks
2 22 (12.57%) Microsoft
3 10 (5.71%) Cloudera
4 5 (2.86%) Oracle
4 5 (2.86%) SAP
5 4 (2.29%) Google
5 4 (2.29%) Informatica
6 2 (1.14%) ServiceNow
6 2 (1.14%) SnapLogic
6 2 (1.14%) Teradata
7 1 (0.57%) Facebook
7 1 (0.57%) Marketo
7 1 (0.57%) Salesforce
7 1 (0.57%) Twitter