PySpark Jobs with Work from Home Options

PySpark - Spark Python API
UK > Work from Home

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 11 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
11 May 2024
Same period 2023 Same period 2022
Rank 446 524 622
Rank change year-on-year +78 +98 -92
Permanent jobs citing PySpark 140 143 226
As % of all permanent jobs with a WFH option 0.41% 0.35% 0.33%
As % of the Libraries, Frameworks & Software Standards category 1.55% 1.03% 0.73%
Number of salaries quoted 89 125 80
10th Percentile £52,500 £52,500 £48,175
25th Percentile £55,000 £60,000 £50,000
Median annual salary (50th Percentile) £67,500 £85,000 £65,000
Median % change year-on-year -20.59% +30.77% +13.04%
75th Percentile £82,500 £105,000 £80,000
90th Percentile £100,000 £160,000 £85,000
UK median annual salary £70,000 £80,000 £67,500
% change year-on-year -12.50% +18.52% +3.85%

All Software Libraries and Frameworks
Work from Home

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 with a WFH option and 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 9,014 13,927 30,995
As % of all permanent jobs with a WFH option 26.67% 33.84% 45.07%
Number of salaries quoted 7,534 10,480 17,054
10th Percentile £38,750 £41,250 £38,750
25th Percentile £47,500 £51,000 £46,250
Median annual salary (50th Percentile) £60,000 £65,000 £62,500
Median % change year-on-year -7.69% +4.00% +13.64%
75th Percentile £78,750 £86,250 £81,250
90th Percentile £100,000 £102,500 £95,000
UK median annual salary £60,000 £67,500 £63,000
% change year-on-year -11.11% +7.14% +14.55%

PySpark
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing PySpark as a proportion of all IT jobs advertised.

PySpark trend for jobs with a WFH option

PySpark
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing PySpark.

PySpark salary trend for jobs with a WFH option

PySpark
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing PySpark over the 6 months to 11 May 2024.

PySpark salary histogram for jobs with a WFH option

PySpark
Co-occurring Skills and Capabilities with WFH Options 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 19 (13.57%) Apache Spark
2 11 (7.86%) Apache
2 11 (7.86%) Apache Airflow
3 2 (1.43%) Luigi
Applications
1 7 (5.00%) Microsoft Excel
Business Applications
1 4 (2.86%) Primavera
2 1 (0.71%) SAP ERP
Cloud Services
1 77 (55.00%) Azure
2 30 (21.43%) Azure Data Factory
3 29 (20.71%) Azure Synapse Analytics
4 26 (18.57%) AWS
5 20 (14.29%) Azure DevOps
5 20 (14.29%) Power Platform
6 16 (11.43%) Azure Cosmos DB
6 16 (11.43%) GCP
7 14 (10.00%) Snowflake
8 13 (9.29%) GitHub
9 8 (5.71%) Power Automate
9 8 (5.71%) PowerApps
10 6 (4.29%) AWS Lambda
10 6 (4.29%) Azure AKS
10 6 (4.29%) Azure Machine Learning
10 6 (4.29%) Serverless
11 5 (3.57%) Amazon S3
11 5 (3.57%) AWS CloudFormation
11 5 (3.57%) SaaS
12 4 (2.86%) dbt
Communications & Networking
1 2 (1.43%) Network Security
Database & Business Intelligence
1 40 (28.57%) Tableau
2 39 (27.86%) Data Lake
3 32 (22.86%) Data Warehouse
4 22 (15.71%) Big Data
5 20 (14.29%) Power BI
6 16 (11.43%) SQL Server
7 15 (10.71%) Azure SQL Database
8 13 (9.29%) Spark SQL
9 10 (7.14%) Delta Lake
10 8 (5.71%) NoSQL
11 7 (5.00%) Data Mining
12 6 (4.29%) MySQL
13 5 (3.57%) Amazon Redshift
14 4 (2.86%) Amazon Aurora
14 4 (2.86%) BigQuery
14 4 (2.86%) SQL Server Integration Services
15 3 (2.14%) Data Mart
15 3 (2.14%) HDInsight
15 3 (2.14%) PostgreSQL
15 3 (2.14%) Semantic Layer
Development Applications
1 50 (35.71%) Git
2 10 (7.14%) MLflow
3 8 (5.71%) Jenkins
4 3 (2.14%) Octopus Deploy
4 3 (2.14%) Team Foundation Server
4 3 (2.14%) TeamCity
5 2 (1.43%) CircleCI
5 2 (1.43%) GitLab
5 2 (1.43%) JUnit
5 2 (1.43%) MSTest
5 2 (1.43%) NUnit
General
1 61 (43.57%) Social Skills
2 12 (8.57%) Finance
3 8 (5.71%) Analytical Skills
3 8 (5.71%) Legal
4 6 (4.29%) Law
5 5 (3.57%) Banking
5 5 (3.57%) Influencing Skills
5 5 (3.57%) Retail
6 3 (2.14%) Inclusion and Diversity
7 2 (1.43%) Publishing
8 1 (0.71%) Organisational Skills
8 1 (0.71%) Pharmaceutical
8 1 (0.71%) Public Sector
Job Titles
1 83 (59.29%) Senior
2 69 (49.29%) Data Engineer
3 45 (32.14%) Data Scientist
4 42 (30.00%) Senior Data Scientist
5 34 (24.29%) Senior Data Engineer
6 20 (14.29%) Azure Engineer
7 19 (13.57%) Azure Data Engineer
8 17 (12.14%) Lead
9 7 (5.00%) Lead Data Engineer
9 7 (5.00%) Technical Leader
10 5 (3.57%) Customer Engineer
10 5 (3.57%) Python Data Engineer
10 5 (3.57%) Python Engineer
11 4 (2.86%) Data Manager
11 4 (2.86%) Engineering Manager
11 4 (2.86%) Senior Manager
12 3 (2.14%) Architect
12 3 (2.14%) Consultant
12 3 (2.14%) Data Architect
12 3 (2.14%) Team Leader
Libraries, Frameworks & Software Standards
1 47 (33.57%) Pandas
2 40 (28.57%) scikit-learn
2 40 (28.57%) TensorFlow
3 6 (4.29%) JSON
4 5 (3.57%) AWS CDK
5 2 (1.43%) MDX
5 2 (1.43%) SQLAlchemy
6 1 (0.71%) Kafka
6 1 (0.71%) SOAP
Miscellaneous
1 43 (30.71%) Algorithms
2 9 (6.43%) Product Ownership
3 4 (2.86%) Reinsurance
4 3 (2.14%) Data Structures
4 3 (2.14%) Greenfield Project
5 2 (1.43%) Hybrid Cloud
5 2 (1.43%) PropTech
5 2 (1.43%) Team-Oriented Environment
6 1 (0.71%) Blockchain
6 1 (0.71%) Distributed Computing
6 1 (0.71%) Low-Code
6 1 (0.71%) Management Information System
Operating Systems
1 1 (0.71%) Linux
1 1 (0.71%) Ubuntu
Processes & Methodologies
1 67 (47.86%) Machine Learning
2 61 (43.57%) Data Science
3 60 (42.86%) Data Engineering
4 49 (35.00%) Decision-Making
5 46 (32.86%) Artificial Intelligence
6 45 (32.14%) MLOps
6 45 (32.14%) Visualisation
7 43 (30.71%) Customer Experience
8 42 (30.00%) Mathematics
8 42 (30.00%) Natural Language Processing
8 42 (30.00%) Statistics
9 41 (29.29%) Predictive Modelling
10 40 (28.57%) Data Munging
10 40 (28.57%) Demand Forecasting
10 40 (28.57%) Neural Network
10 40 (28.57%) Physics
10 40 (28.57%) Propensity Modelling
10 40 (28.57%) Root Cause Analysis
10 40 (28.57%) Storytelling
10 40 (28.57%) WFM
Programming Languages
1 122 (87.14%) SQL
2 109 (77.86%) Python
3 13 (9.29%) T-SQL
4 6 (4.29%) Data Analysis Expressions
4 6 (4.29%) R
5 5 (3.57%) C#
6 4 (2.86%) Scala
Qualifications
1 49 (35.00%) Degree
2 42 (30.00%) Master's Degree
3 40 (28.57%) DBS Check
4 6 (4.29%) Computer Science Degree
5 4 (2.86%) CIMA
6 2 (1.43%) Microsoft Certification
6 2 (1.43%) PhD
6 2 (1.43%) Security Cleared
7 1 (0.71%) Azure Certification
7 1 (0.71%) Postgraduate
7 1 (0.71%) SC Cleared
Quality Assurance & Compliance
1 12 (8.57%) Data Quality
2 2 (1.43%) QA
System Software
1 2 (1.43%) Docker
Systems Management
1 19 (13.57%) Terraform
2 12 (8.57%) Kubernetes
Vendors
1 114 (81.43%) Databricks
2 17 (12.14%) Microsoft
3 5 (3.57%) Google
3 5 (3.57%) SAP
4 4 (2.86%) SnapLogic
5 2 (1.43%) Oracle
6 1 (0.71%) Marketo
6 1 (0.71%) OpenAI
6 1 (0.71%) Salesforce