PySpark Jobs in London

PySpark - Spark Python API
England > London

The table below provides summary statistics for permanent job vacancies advertised in London requiring PySpark skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited PySpark over the 6 months leading up to 20 June 2024, comparing them to the same period in the previous two years.

6 months to
20 Jun 2024
Same period 2023 Same period 2022
Rank 300 449 547
Rank change year-on-year +149 +98 +12
Permanent jobs citing PySpark 223 154 421
As % of all permanent jobs advertised in London 0.90% 0.49% 0.57%
As % of the Libraries, Frameworks & Software Standards category 3.69% 1.46% 1.21%
Number of salaries quoted 149 134 136
10th Percentile £52,500 £60,000 £50,000
25th Percentile £62,500 £72,500 £62,500
Median annual salary (50th Percentile) £80,000 £92,500 £75,000
Median % change year-on-year -13.51% +23.33% +15.38%
75th Percentile £110,000 £117,188 £82,500
90th Percentile £142,500 £160,000 £87,750
England median annual salary £80,000 £80,000 £70,000
% change year-on-year - +14.29% +7.69%

All Software Libraries and Frameworks
London

PySpark falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills in London.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 6,049 10,532 34,652
As % of all permanent jobs advertised in London 24.41% 33.74% 46.56%
Number of salaries quoted 4,749 7,788 12,691
10th Percentile £47,500 £50,000 £48,750
25th Percentile £60,000 £62,500 £58,750
Median annual salary (50th Percentile) £80,000 £80,000 £76,500
Median % change year-on-year - +4.58% +9.29%
75th Percentile £105,000 £100,000 £95,000
90th Percentile £136,250 £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 20 June 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 20 June 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 +83 54 £70,000 -15.15% 4
West London -9 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 48 (21.52%) Apache Airflow
2 44 (19.73%) Apache
3 33 (14.80%) Apache Spark
4 1 (0.45%) Apache Pig
4 1 (0.45%) SAS
4 1 (0.45%) SharePoint
Applications
1 7 (3.14%) Microsoft Excel
Business Applications
1 4 (1.79%) Primavera
2 1 (0.45%) SAP ERP
Cloud Services
1 124 (55.61%) Azure
2 78 (34.98%) AWS
3 67 (30.04%) GCP
4 44 (19.73%) Azure Data Factory
5 41 (18.39%) Azure Synapse Analytics
6 38 (17.04%) dbt
7 32 (14.35%) Snowflake
8 27 (12.11%) Power Platform
9 24 (10.76%) Amazon EC2
9 24 (10.76%) Amazon ECS
9 24 (10.76%) Amazon EKS
10 20 (8.97%) Azure DevOps
11 12 (5.38%) Dagster
11 12 (5.38%) GitHub
12 10 (4.48%) Azure Cosmos DB
13 9 (4.04%) Serverless
14 7 (3.14%) Amazon S3
14 7 (3.14%) GitHub Actions
14 7 (3.14%) Power Automate
14 7 (3.14%) PowerApps
Database & Business Intelligence
1 86 (38.57%) Data Lake
2 49 (21.97%) Data Warehouse
3 46 (20.63%) Tableau
4 38 (17.04%) Amazon Athena
5 36 (16.14%) Dremio
6 32 (14.35%) Big Data
7 27 (12.11%) Power BI
8 24 (10.76%) Apache Arrow
8 24 (10.76%) Apache Ignite
9 23 (10.31%) SQL Server
10 18 (8.07%) Spark SQL
11 13 (5.83%) Azure SQL Database
12 11 (4.93%) Delta Lake
12 11 (4.93%) NoSQL
13 10 (4.48%) Hadoop
14 9 (4.04%) SQL Server Integration Services
15 7 (3.14%) Data Mining
15 7 (3.14%) MySQL
16 6 (2.69%) Apache Hive
17 5 (2.24%) Parquet
Development Applications
1 59 (26.46%) Git
2 11 (4.93%) Jenkins
3 5 (2.24%) CircleCI
4 2 (0.90%) JIRA
4 2 (0.90%) JMeter
4 2 (0.90%) Postman
4 2 (0.90%) SpecFlow
5 1 (0.45%) Octopus Deploy
5 1 (0.45%) Selenium
5 1 (0.45%) SoapUI
5 1 (0.45%) Team Foundation Server
5 1 (0.45%) TeamCity
General
1 72 (32.29%) Social Skills
2 65 (29.15%) Finance
3 45 (20.18%) Banking
4 36 (16.14%) Front Office
5 24 (10.76%) Investment Banking
6 19 (8.52%) Inclusion and Diversity
7 16 (7.17%) Legal
8 10 (4.48%) Analytical Skills
9 8 (3.59%) Law
10 6 (2.69%) Publishing
11 5 (2.24%) Influencing Skills
11 5 (2.24%) Retail Banking
12 2 (0.90%) Presentation Skills
12 2 (0.90%) Retail
13 1 (0.45%) Marketing
13 1 (0.45%) Organisational Skills
13 1 (0.45%) Pharmaceutical
Job Titles
1 112 (50.22%) Data Engineer
2 96 (43.05%) Senior
3 46 (20.63%) Data Scientist
4 45 (20.18%) Senior Data Scientist
5 38 (17.04%) Senior Data Engineer
6 34 (15.25%) Lead
7 33 (14.80%) Python Engineer
8 31 (13.90%) Azure Engineer
9 28 (12.56%) Azure Data Engineer
10 27 (12.11%) Python Data Engineer
11 19 (8.52%) Architect
12 15 (6.73%) AWS Engineer
13 14 (6.28%) Developer
13 14 (6.28%) Lead Data Engineer
14 13 (5.83%) Solutions Architect
14 13 (5.83%) Team Leader
15 12 (5.38%) Lead Developer
15 12 (5.38%) Lead Software Engineer
15 12 (5.38%) Software Developer
15 12 (5.38%) Software Engineer
Libraries, Frameworks & Software Standards
1 84 (37.67%) Pandas
2 47 (21.08%) scikit-learn
3 45 (20.18%) TensorFlow
4 38 (17.04%) NumPy
4 38 (17.04%) SciPy
5 24 (10.76%) gRPC
5 24 (10.76%) Protocol Buffers
6 7 (3.14%) Kafka
7 5 (2.24%) Apache Avro
7 5 (2.24%) Apache Beam
7 5 (2.24%) Spark Streaming
8 4 (1.79%) AWS CDK
9 3 (1.35%) SOAP
10 2 (0.90%) MDX
10 2 (0.90%) Plotly
10 2 (0.90%) PyTorch
11 1 (0.45%) ARM Templates
11 1 (0.45%) ASP.NET Web API
11 1 (0.45%) Swagger
11 1 (0.45%) Twitter Bootstrap
Miscellaneous
1 51 (22.87%) Algorithms
2 24 (10.76%) Derivative
2 24 (10.76%) Equities
2 24 (10.76%) Fixed Income
2 24 (10.76%) Foreign Exchange (FX)
2 24 (10.76%) Hedge funds
3 13 (5.83%) Greenfield Project
4 5 (2.24%) Data Structures
4 5 (2.24%) Distributed Applications
4 5 (2.24%) Distributed Systems
5 4 (1.79%) Product Ownership
6 2 (0.90%) Cloud Native
6 2 (0.90%) Hybrid Cloud
6 2 (0.90%) Management Information System
6 2 (0.90%) PropTech
7 1 (0.45%) Blockchain
7 1 (0.45%) Distributed Computing
7 1 (0.45%) IoT
7 1 (0.45%) Legacy Applications
Operating Systems
1 1 (0.45%) Linux
Processes & Methodologies
1 81 (36.32%) Data Engineering
2 77 (34.53%) Data Science
3 73 (32.74%) Agile
3 73 (32.74%) ETL
4 63 (28.25%) Machine Learning
5 58 (26.01%) Artificial Intelligence
6 55 (24.66%) Data Pipeline
7 52 (23.32%) Visualisation
8 50 (22.42%) Decision-Making
8 50 (22.42%) MLOps
9 49 (21.97%) Analytics
10 47 (21.08%) Actionable Insight
11 46 (20.63%) Predictive Modelling
11 46 (20.63%) Statistics
12 45 (20.18%) Mathematics
12 45 (20.18%) Natural Language Processing
12 45 (20.18%) Neural Network
12 45 (20.18%) Physics
12 45 (20.18%) Root Cause Analysis
12 45 (20.18%) WFM
Programming Languages
1 194 (87.00%) SQL
2 193 (86.55%) Python
3 42 (18.83%) Java
4 24 (10.76%) JavaScript
4 24 (10.76%) TypeScript
5 12 (5.38%) T-SQL
6 11 (4.93%) Scala
7 8 (3.59%) R
8 7 (3.14%) Data Analysis Expressions
9 2 (0.90%) PL/SQL
10 1 (0.45%) C#
10 1 (0.45%) Shell Script
Qualifications
1 59 (26.46%) Degree
2 47 (21.08%) DBS Check
3 45 (20.18%) Master's Degree
4 6 (2.69%) Computer Science Degree
4 6 (2.69%) Microsoft Certification
5 4 (1.79%) CIMA
6 2 (0.90%) Azure Certification
7 1 (0.45%) Postgraduate
Quality Assurance & Compliance
1 12 (5.38%) Data Quality
2 4 (1.79%) QA
System Software
1 5 (2.24%) HDFS
2 1 (0.45%) Apache Flume
2 1 (0.45%) Docker
Systems Management
1 12 (5.38%) Terraform
Vendors
1 144 (64.57%) Databricks
2 24 (10.76%) Bloomberg
2 24 (10.76%) Reuters
3 23 (10.31%) Microsoft
4 7 (3.14%) Cloudera
5 5 (2.24%) SAP
6 4 (1.79%) Google
6 4 (1.79%) Oracle
7 3 (1.35%) Informatica
8 2 (0.90%) ServiceNow
8 2 (0.90%) SnapLogic
8 2 (0.90%) Teradata
9 1 (0.45%) Facebook
9 1 (0.45%) Marketo
9 1 (0.45%) Salesforce
9 1 (0.45%) Twitter