Feature Engineering Jobs in England

Feature Engineering
UK > England

The following table provides summary statistics for permanent job vacancies advertised in England with 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 817 892 1035
Rank change year-on-year +75 +143 -204
Permanent jobs citing Feature Engineering 16 52 108
As % of all permanent jobs advertised in England 0.019% 0.056% 0.082%
As % of the Processes & Methodologies category 0.022% 0.059% 0.086%
Number of salaries quoted 12 34 33
10th Percentile £41,297 £50,000 £75,000
25th Percentile £68,718 £56,052 £80,000
Median annual salary (50th Percentile) £76,250 £67,389 £87,500
Median % change year-on-year +13.15% -22.98% +16.67%
75th Percentile £92,118 £76,875 £107,500
90th Percentile £98,474 £82,500 £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
England

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 advertised in England with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 73,041 88,556 126,288
As % of all permanent jobs advertised in England 85.85% 95.64% 95.68%
Number of salaries quoted 53,922 52,314 73,827
10th Percentile £29,000 £34,250 £33,500
25th Percentile £40,000 £46,000 £44,250
Median annual salary (50th Percentile) £55,000 £62,500 £60,000
Median % change year-on-year -12.00% +4.17% +9.09%
75th Percentile £73,750 £82,500 £80,000
90th Percentile £93,750 £101,250 £97,500
UK median annual salary £55,000 £61,500 £60,000
% change year-on-year -10.57% +2.50% +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 29 April 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 29 April 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 +110 5 £95,000 +31.03% 8
South East +12 4 £56,000 +41.77% 1
South West -20 4 £82,606 +39.56%
West Midlands +25 1 - -
Midlands +8 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 (37.50%) Apache Spark
2 1 (6.25%) Apache
Cloud Services
1 9 (56.25%) Azure
2 8 (50.00%) AWS
3 7 (43.75%) GCP
4 4 (25.00%) Cloud Computing
5 3 (18.75%) IaaS
5 3 (18.75%) PaaS
5 3 (18.75%) SaaS
6 2 (12.50%) Azure Cognitive Search
6 2 (12.50%) Azure Cognitive Services
6 2 (12.50%) Azure Data Factory
6 2 (12.50%) Azure Functions
6 2 (12.50%) Azure Synapse Analytics
6 2 (12.50%) Power Platform
6 2 (12.50%) Serverless
Communications & Networking
1 3 (18.75%) DNS
1 3 (18.75%) VPN
Database & Business Intelligence
1 6 (37.50%) Data Lake
1 6 (37.50%) Data Warehouse
2 5 (31.25%) Relational Database
2 5 (31.25%) SQL Server
3 4 (25.00%) Big Data
3 4 (25.00%) BigQuery
3 4 (25.00%) Flink
3 4 (25.00%) Hadoop
4 3 (18.75%) Tableau
5 2 (12.50%) Data Vault
5 2 (12.50%) Delta Lake
5 2 (12.50%) Metadata
5 2 (12.50%) Parquet
5 2 (12.50%) Power BI
6 1 (6.25%) Looker
6 1 (6.25%) MySQL
6 1 (6.25%) PostgreSQL
Development Applications
1 4 (25.00%) Oracle Forms
General
1 6 (37.50%) Social Skills
2 3 (18.75%) Analytical Skills
2 3 (18.75%) Finance
2 3 (18.75%) Inclusion and Diversity
3 2 (12.50%) Banking
Job Titles
1 6 (37.50%) Data Engineer
2 4 (25.00%) Lead
2 4 (25.00%) Lead Data Engineer
3 3 (18.75%) Consultant
3 3 (18.75%) Data Scientist
4 2 (12.50%) Azure Engineer
5 1 (6.25%) Head of Data Science
5 1 (6.25%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 4 (25.00%) Apache Beam
1 4 (25.00%) Kafka
2 2 (12.50%) JSON
2 2 (12.50%) Matplotlib
2 2 (12.50%) PyTorch
2 2 (12.50%) Seaborn
2 2 (12.50%) XML
Miscellaneous
1 7 (43.75%) Algorithms
2 4 (25.00%) Data Structures
3 3 (18.75%) Distributed Computing
3 3 (18.75%) Hybrid Cloud
Operating Systems
1 3 (18.75%) Linux
1 3 (18.75%) Unix
1 3 (18.75%) Windows
Processes & Methodologies
1 13 (81.25%) Machine Learning
2 9 (56.25%) Data Analysis
3 8 (50.00%) Computer Science
3 8 (50.00%) Data Science
4 7 (43.75%) Agile
4 7 (43.75%) Statistics
5 6 (37.50%) CI/CD
5 6 (37.50%) Data Pipeline
6 5 (31.25%) Analytics
6 5 (31.25%) Artificial Intelligence
6 5 (31.25%) Data Visualisation
6 5 (31.25%) Decision-Making
6 5 (31.25%) DevOps
6 5 (31.25%) Visualisation
7 4 (25.00%) Continuous Delivery
7 4 (25.00%) Continuous Integration
7 4 (25.00%) Mentoring
7 4 (25.00%) TDD
8 3 (18.75%) Process Improvement
8 3 (18.75%) Security Operations
Programming Languages
1 11 (68.75%) Python
2 8 (50.00%) SQL
3 6 (37.50%) Java
4 4 (25.00%) Go
4 4 (25.00%) R
4 4 (25.00%) Scala
5 2 (12.50%) C#
Qualifications
1 6 (37.50%) Degree
2 3 (18.75%) AWS Certification
2 3 (18.75%) AWS Certified Solutions Architect
2 3 (18.75%) Master's Degree
3 2 (12.50%) PhD
4 1 (6.25%) Computer Science Degree
4 1 (6.25%) DV Cleared
4 1 (6.25%) SC Cleared
4 1 (6.25%) Security Cleared
Quality Assurance & Compliance
1 2 (12.50%) Data Quality
2 1 (6.25%) QA
System Software
1 4 (25.00%) Docker
Systems Management
1 4 (25.00%) Kubernetes
Vendors
1 4 (25.00%) Oracle
1 4 (25.00%) Teradata
2 3 (18.75%) AppDynamics
2 3 (18.75%) Databricks
2 3 (18.75%) Google
2 3 (18.75%) Splunk