Feature Engineering Jobs in England

Feature Engineering
UK > England

The table below provides summary statistics for permanent job vacancies advertised in England requiring Feature Engineering skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Feature Engineering over the 6 months leading up to 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 846 853 1035
Rank change year-on-year +7 +182 -149
Permanent jobs citing Feature Engineering 17 41 151
As % of all permanent jobs advertised in England 0.018% 0.050% 0.10%
As % of the Processes & Methodologies category 0.022% 0.052% 0.11%
Number of salaries quoted 12 30 49
10th Percentile £39,193 £54,321 £75,000
25th Percentile £60,671 £56,052 £80,000
Median annual salary (50th Percentile) £80,288 £68,823 £87,500
Median % change year-on-year +16.66% -21.35% +16.67%
75th Percentile £92,118 £81,250 £108,750
90th Percentile £98,474 £85,000 -
UK median annual salary £80,000 £68,823 £87,500
% change year-on-year +16.24% -21.35% +16.67%

All Process and Methodology Skills
England

Feature Engineering falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in England.

Permanent vacancies with a requirement for process or methodology skills 78,968 78,333 138,622
As % of all permanent jobs advertised in England 82.62% 95.44% 95.96%
Number of salaries quoted 56,258 48,146 73,664
10th Percentile £29,383 £34,308 £33,349
25th Percentile £40,000 £45,775 £44,178
Median annual salary (50th Percentile) £55,000 £62,500 £60,000
Median % change year-on-year -12.00% +4.17% +9.09%
75th Percentile £72,500 £82,500 £80,000
90th Percentile £92,500 £102,500 £97,500
UK median annual salary £55,000 £60,899 £60,000
% change year-on-year -9.69% +1.50% +9.09%

Feature Engineering
Job Vacancy Trend in England

Job postings citing Feature Engineering as a proportion of all IT jobs advertised in England.

Job vacancy trend for Feature Engineering in England

Feature Engineering
Salary Trend in England

3-month moving average salary quoted in jobs citing Feature Engineering in England.

Salary trend for Feature Engineering in England

Feature Engineering
Salary Histogram in England

Salary distribution for jobs citing Feature Engineering in England over the 6 months to 12 June 2024.

Salary histogram for Feature Engineering in England

Feature Engineering
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Feature Engineering within the England region over the 6 months to 12 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
London +82 8 £80,000 +6.67% 5
South West -47 3 £94,637 +59.88%
South East -26 2 £39,500 - 1
North of England +10 1 £47,683 +29.70% 4
West Midlands -16 1 - - 1
Midlands -44 1 - - 1
North West - 1 £47,683 - 1
Feature Engineering
UK

Feature Engineering
Co-occurring Skills and Capabilities in England 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 6 (35.29%) Apache Spark
2 3 (17.65%) Apache
3 2 (11.76%) Apache Airflow
4 1 (5.88%) Confluence
Applications
1 1 (5.88%) Microsoft Office
Cloud Services
1 10 (58.82%) AWS
2 9 (52.94%) Azure
3 8 (47.06%) GCP
4 4 (23.53%) Cloud Computing
5 3 (17.65%) IaaS
5 3 (17.65%) PaaS
5 3 (17.65%) SaaS
6 1 (5.88%) Snowflake
Communications & Networking
1 3 (17.65%) DNS
1 3 (17.65%) VPN
Database & Business Intelligence
1 5 (29.41%) Big Data
1 5 (29.41%) Data Lake
1 5 (29.41%) Data Warehouse
1 5 (29.41%) Hadoop
2 4 (23.53%) Relational Database
2 4 (23.53%) SQL Server
2 4 (23.53%) Tableau
3 3 (17.65%) BigQuery
3 3 (17.65%) Flink
4 1 (5.88%) Data Mining
4 1 (5.88%) Looker
4 1 (5.88%) MySQL
4 1 (5.88%) NoSQL
4 1 (5.88%) PostgreSQL
Development Applications
1 3 (17.65%) Oracle Forms
2 1 (5.88%) Git
2 1 (5.88%) Jenkins
2 1 (5.88%) MLflow
General
1 9 (52.94%) Social Skills
2 3 (17.65%) Analytical Skills
2 3 (17.65%) Inclusion and Diversity
3 1 (5.88%) Banking
3 1 (5.88%) Finance
Job Titles
1 6 (35.29%) Data Engineer
2 3 (17.65%) Consultant
2 3 (17.65%) Data Scientist
2 3 (17.65%) Lead
2 3 (17.65%) Lead Data Engineer
3 2 (11.76%) Senior
3 2 (11.76%) Senior Data Engineer
4 1 (5.88%) Full Stack Engineer
4 1 (5.88%) Head of Data Science
4 1 (5.88%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 4 (23.53%) Kafka
1 4 (23.53%) PyTorch
2 3 (17.65%) Apache Beam
3 2 (11.76%) Matplotlib
3 2 (11.76%) Seaborn
3 2 (11.76%) TensorFlow
4 1 (5.88%) CSS
4 1 (5.88%) HTML
4 1 (5.88%) jQuery
4 1 (5.88%) JSON
4 1 (5.88%) LangChain
4 1 (5.88%) Node.js
4 1 (5.88%) React
4 1 (5.88%) REST
4 1 (5.88%) scikit-learn
4 1 (5.88%) XML
Miscellaneous
1 7 (41.18%) Algorithms
2 3 (17.65%) Data Structures
2 3 (17.65%) Distributed Computing
2 3 (17.65%) Hybrid Cloud
3 1 (5.88%) Virtual Team
Operating Systems
1 4 (23.53%) Linux
1 4 (23.53%) Unix
2 3 (17.65%) Windows
Processes & Methodologies
1 14 (82.35%) Machine Learning
2 12 (70.59%) Computer Science
3 10 (58.82%) Data Science
4 9 (52.94%) Data Analysis
5 8 (47.06%) Decision-Making
6 6 (35.29%) Artificial Intelligence
6 6 (35.29%) Data Pipeline
6 6 (35.29%) Statistics
7 5 (29.41%) Data Integration
8 4 (23.53%) Agile
8 4 (23.53%) CI/CD
8 4 (23.53%) Data Engineering
8 4 (23.53%) Data Visualisation
8 4 (23.53%) Deep Learning
8 4 (23.53%) DevOps
8 4 (23.53%) Neural Network
8 4 (23.53%) Problem-Solving
8 4 (23.53%) Visualisation
9 3 (17.65%) Chaos Engineering
9 3 (17.65%) Site Reliability Engineering
Programming Languages
1 11 (64.71%) Python
2 7 (41.18%) Java
3 6 (35.29%) SQL
4 5 (29.41%) Scala
5 3 (17.65%) Go
5 3 (17.65%) R
6 1 (5.88%) JavaScript
6 1 (5.88%) MATLAB
6 1 (5.88%) Shell Script
Qualifications
1 10 (58.82%) Degree
2 6 (35.29%) Master's Degree
3 4 (23.53%) Computer Science Degree
4 3 (17.65%) AWS Certification
4 3 (17.65%) AWS Certified Solutions Architect
4 3 (17.65%) PhD
5 1 (5.88%) DV Cleared
5 1 (5.88%) SC Cleared
5 1 (5.88%) Security Cleared
Quality Assurance & Compliance
1 5 (29.41%) Data Quality
2 2 (11.76%) Accessibility
3 1 (5.88%) QA
System Software
1 3 (17.65%) Docker
Systems Management
1 4 (23.53%) Kubernetes
2 1 (5.88%) Ansible
Vendors
1 4 (23.53%) Google
2 3 (17.65%) AppDynamics
2 3 (17.65%) Oracle
2 3 (17.65%) Splunk
2 3 (17.65%) Teradata
3 1 (5.88%) Alteryx
3 1 (5.88%) Databricks
3 1 (5.88%) Microsoft
3 1 (5.88%) StreamSets