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 8 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
8 May 2024
Same period 2023 Same period 2022
Rank 456 520 634
Rank change year-on-year +64 +114 -100
Permanent jobs citing PySpark 137 143 222
As % of all permanent jobs with a WFH option 0.40% 0.34% 0.32%
As % of the Libraries, Frameworks & Software Standards category 1.52% 1.01% 0.72%
Number of salaries quoted 86 125 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 £64,000
Median % change year-on-year -20.59% +32.81% +11.30%
75th Percentile £82,500 £105,000 £80,000
90th Percentile £97,500 £160,000 £85,000
UK median annual salary £70,000 £80,000 £65,000
% change year-on-year -12.50% +23.08% -

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 8,999 14,099 31,000
As % of all permanent jobs with a WFH option 26.58% 33.91% 45.12%
Number of salaries quoted 7,516 10,587 17,193
10th Percentile £38,750 £41,250 £38,750
25th Percentile £47,500 £50,500 £46,500
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 £62,750
% change year-on-year -11.11% +7.57% +14.09%

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 8 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 (13.87%) Apache Spark
2 11 (8.03%) Apache
2 11 (8.03%) Apache Airflow
3 2 (1.46%) Luigi
Applications
1 7 (5.11%) Microsoft Excel
Business Applications
1 4 (2.92%) Primavera
2 1 (0.73%) SAP ERP
Cloud Services
1 74 (54.01%) Azure
2 29 (21.17%) Azure Data Factory
2 29 (21.17%) Azure Synapse Analytics
3 25 (18.25%) AWS
4 20 (14.60%) Azure DevOps
4 20 (14.60%) Power Platform
5 15 (10.95%) Azure Cosmos DB
5 15 (10.95%) GCP
6 14 (10.22%) Snowflake
7 13 (9.49%) GitHub
8 8 (5.84%) Power Automate
8 8 (5.84%) PowerApps
9 6 (4.38%) AWS Lambda
9 6 (4.38%) Azure AKS
9 6 (4.38%) Azure Machine Learning
9 6 (4.38%) Serverless
10 5 (3.65%) Amazon S3
10 5 (3.65%) AWS CloudFormation
10 5 (3.65%) SaaS
11 4 (2.92%) Azure Stack
Communications & Networking
1 2 (1.46%) Network Security
Database & Business Intelligence
1 40 (29.20%) Tableau
2 39 (28.47%) Data Lake
3 31 (22.63%) Data Warehouse
4 22 (16.06%) Big Data
5 20 (14.60%) Power BI
6 16 (11.68%) SQL Server
7 15 (10.95%) Azure SQL Database
8 13 (9.49%) Spark SQL
9 10 (7.30%) Delta Lake
10 8 (5.84%) NoSQL
11 7 (5.11%) Data Mining
12 6 (4.38%) MySQL
13 5 (3.65%) Amazon Redshift
14 4 (2.92%) Amazon Aurora
14 4 (2.92%) BigQuery
14 4 (2.92%) SQL Server Integration Services
15 3 (2.19%) Data Mart
15 3 (2.19%) HDInsight
15 3 (2.19%) PostgreSQL
15 3 (2.19%) Semantic Layer
Development Applications
1 50 (36.50%) Git
2 10 (7.30%) MLflow
3 8 (5.84%) Jenkins
4 3 (2.19%) Octopus Deploy
4 3 (2.19%) Team Foundation Server
4 3 (2.19%) TeamCity
5 2 (1.46%) CircleCI
5 2 (1.46%) GitLab
5 2 (1.46%) JUnit
5 2 (1.46%) MSTest
5 2 (1.46%) NUnit
General
1 61 (44.53%) Social Skills
2 12 (8.76%) Finance
3 8 (5.84%) Analytical Skills
4 7 (5.11%) Legal
5 5 (3.65%) Banking
5 5 (3.65%) Influencing Skills
5 5 (3.65%) Law
5 5 (3.65%) Retail
6 2 (1.46%) Inclusion and Diversity
6 2 (1.46%) Publishing
7 1 (0.73%) Organisational Skills
7 1 (0.73%) Pharmaceutical
7 1 (0.73%) Public Sector
Job Titles
1 82 (59.85%) Senior
2 66 (48.18%) Data Engineer
3 45 (32.85%) Data Scientist
4 42 (30.66%) Senior Data Scientist
5 33 (24.09%) Senior Data Engineer
6 18 (13.14%) Azure Engineer
7 17 (12.41%) Azure Data Engineer
8 16 (11.68%) Lead
9 7 (5.11%) Technical Leader
10 6 (4.38%) Lead Data Engineer
11 5 (3.65%) Customer Engineer
12 4 (2.92%) Data Manager
12 4 (2.92%) Engineering Manager
12 4 (2.92%) Python Data Engineer
12 4 (2.92%) Python Engineer
12 4 (2.92%) Senior Manager
13 3 (2.19%) Azure Data Architect
13 3 (2.19%) Consultant
13 3 (2.19%) Data Architect
13 3 (2.19%) Senior Platform Engineer
Libraries, Frameworks & Software Standards
1 47 (34.31%) Pandas
2 40 (29.20%) scikit-learn
2 40 (29.20%) TensorFlow
3 6 (4.38%) JSON
4 5 (3.65%) AWS CDK
5 2 (1.46%) MDX
5 2 (1.46%) SQLAlchemy
6 1 (0.73%) Kafka
Miscellaneous
1 43 (31.39%) Algorithms
2 9 (6.57%) Product Ownership
3 4 (2.92%) Reinsurance
4 3 (2.19%) Data Structures
4 3 (2.19%) Greenfield Project
5 2 (1.46%) Hybrid Cloud
5 2 (1.46%) PropTech
5 2 (1.46%) Team-Oriented Environment
6 1 (0.73%) Blockchain
6 1 (0.73%) Distributed Computing
6 1 (0.73%) Low-Code
6 1 (0.73%) Management Information System
Operating Systems
1 1 (0.73%) Linux
1 1 (0.73%) Ubuntu
Processes & Methodologies
1 67 (48.91%) Machine Learning
2 61 (44.53%) Data Science
3 59 (43.07%) Data Engineering
4 49 (35.77%) Decision-Making
5 46 (33.58%) Artificial Intelligence
6 45 (32.85%) MLOps
6 45 (32.85%) Visualisation
7 43 (31.39%) Customer Experience
8 42 (30.66%) Mathematics
8 42 (30.66%) Natural Language Processing
8 42 (30.66%) Statistics
9 41 (29.93%) Predictive Modelling
10 40 (29.20%) Actionable Insight
10 40 (29.20%) Data Munging
10 40 (29.20%) Demand Forecasting
10 40 (29.20%) Neural Network
10 40 (29.20%) Physics
10 40 (29.20%) Propensity Modelling
10 40 (29.20%) Root Cause Analysis
10 40 (29.20%) WFM
Programming Languages
1 119 (86.86%) SQL
2 106 (77.37%) Python
3 12 (8.76%) T-SQL
4 6 (4.38%) Data Analysis Expressions
4 6 (4.38%) R
5 5 (3.65%) C#
6 4 (2.92%) Scala
Qualifications
1 49 (35.77%) Degree
2 42 (30.66%) Master's Degree
3 40 (29.20%) DBS Check
4 6 (4.38%) Computer Science Degree
5 4 (2.92%) CIMA
6 2 (1.46%) Microsoft Certification
6 2 (1.46%) PhD
6 2 (1.46%) Security Cleared
7 1 (0.73%) Azure Certification
7 1 (0.73%) Postgraduate
7 1 (0.73%) SC Cleared
Quality Assurance & Compliance
1 12 (8.76%) Data Quality
2 2 (1.46%) QA
System Software
1 2 (1.46%) Docker
Systems Management
1 19 (13.87%) Terraform
2 12 (8.76%) Kubernetes
Vendors
1 111 (81.02%) Databricks
2 17 (12.41%) Microsoft
3 5 (3.65%) Google
3 5 (3.65%) SAP
4 4 (2.92%) SnapLogic
5 2 (1.46%) Oracle
6 1 (0.73%) Marketo
6 1 (0.73%) OpenAI
6 1 (0.73%) Salesforce