Feature Engineering Jobs with Work from Home Options

Feature Engineering
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 Feature Engineering skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Feature Engineering over the 6 months to 29 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
29 Apr 2024
Same period 2023 Same period 2022
Rank 585 642 800
Rank change year-on-year +57 +158 -
Permanent jobs citing Feature Engineering 6 27 42
As % of all permanent jobs with a WFH option 0.018% 0.063% 0.062%
As % of the Processes & Methodologies category 0.019% 0.066% 0.064%
Number of salaries quoted 6 19 33
10th Percentile £68,718 £37,945 £71,000
25th Percentile £70,914 £56,052 £80,000
Median annual salary (50th Percentile) £80,000 £59,191 £87,500
Median % change year-on-year +35.16% -32.35% -
75th Percentile £88,125 £72,647 £107,500
90th Percentile £90,000 - £108,750
UK median annual salary £80,000 £67,389 £80,000
% change year-on-year +18.71% -15.76% +6.67%

All Process and Methodology Skills
Work from Home

Feature Engineering is in the Processes and Methodologies 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 process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 30,987 41,089 65,497
As % of all permanent jobs with a WFH option 91.64% 96.07% 96.93%
Number of salaries quoted 23,565 28,569 41,256
10th Percentile £33,944 £37,500 £36,250
25th Percentile £42,500 £47,500 £45,500
Median annual salary (50th Percentile) £57,500 £62,500 £60,000
Median % change year-on-year -8.00% +4.17% +9.09%
75th Percentile £75,000 £82,500 £80,000
90th Percentile £95,000 £100,000 £95,000
UK median annual salary £55,000 £61,500 £60,000
% change year-on-year -10.57% +2.50% +9.09%

Feature Engineering
Trend for Jobs with a WFH Option

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

Feature Engineering trend for jobs with a WFH option

Feature Engineering
Salary Trend for Jobs with a WFH Option

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

Feature Engineering salary trend for jobs with a WFH option

Feature Engineering
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Feature Engineering over the 6 months to 29 April 2024.

Feature Engineering salary histogram for jobs with a WFH option

Feature Engineering
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 3 (50.00%) Apache Spark
Cloud Services
1 3 (50.00%) Azure
2 2 (33.33%) AWS
2 2 (33.33%) GCP
3 1 (16.67%) Azure Cognitive Search
3 1 (16.67%) Azure Cognitive Services
3 1 (16.67%) Azure Data Factory
3 1 (16.67%) Azure Functions
3 1 (16.67%) Azure Synapse Analytics
3 1 (16.67%) Power Platform
3 1 (16.67%) Serverless
Database & Business Intelligence
1 3 (50.00%) Data Lake
1 3 (50.00%) Data Warehouse
2 2 (33.33%) Big Data
2 2 (33.33%) BigQuery
2 2 (33.33%) Flink
2 2 (33.33%) Hadoop
2 2 (33.33%) Relational Database
2 2 (33.33%) SQL Server
3 1 (16.67%) Data Vault
3 1 (16.67%) Delta Lake
3 1 (16.67%) Metadata
3 1 (16.67%) Parquet
3 1 (16.67%) Power BI
Development Applications
1 2 (33.33%) Oracle Forms
General
1 3 (50.00%) Finance
2 2 (33.33%) Banking
3 1 (16.67%) Analytical Skills
Job Titles
1 3 (50.00%) Data Engineer
2 2 (33.33%) Lead
2 2 (33.33%) Lead Data Engineer
3 1 (16.67%) Azure Engineer
3 1 (16.67%) Data Scientist
Libraries, Frameworks & Software Standards
1 2 (33.33%) Apache Beam
1 2 (33.33%) Kafka
1 2 (33.33%) PyTorch
2 1 (16.67%) JSON
2 1 (16.67%) XML
Miscellaneous
1 2 (33.33%) Data Structures
2 1 (16.67%) Algorithms
Processes & Methodologies
1 6 (100.00%) Machine Learning
2 4 (66.67%) Data Science
3 3 (50.00%) Agile
3 3 (50.00%) CI/CD
3 3 (50.00%) Data Analysis
3 3 (50.00%) Data Pipeline
4 2 (33.33%) Analytics
4 2 (33.33%) Artificial Intelligence
4 2 (33.33%) Coaching
4 2 (33.33%) Computer Science
4 2 (33.33%) Continuous Delivery
4 2 (33.33%) Continuous Integration
4 2 (33.33%) Data Engineering
4 2 (33.33%) Deep Learning
4 2 (33.33%) Mentoring
4 2 (33.33%) MLOps
4 2 (33.33%) Neural Network
4 2 (33.33%) TDD
5 1 (16.67%) Analytical Modelling
5 1 (16.67%) DevOps
Programming Languages
1 4 (66.67%) Python
1 4 (66.67%) SQL
2 2 (33.33%) Go
2 2 (33.33%) Java
2 2 (33.33%) Scala
3 1 (16.67%) C#
3 1 (16.67%) R
Qualifications
1 2 (33.33%) Degree
1 2 (33.33%) Master's Degree
1 2 (33.33%) PhD
System Software
1 2 (33.33%) Docker
Systems Management
1 2 (33.33%) Kubernetes
Vendors
1 2 (33.33%) Oracle
1 2 (33.33%) Teradata
2 1 (16.67%) Databricks