Machine Learning Engineer
Core
Designing and implementing data preparation pipelines, training and optimizing ML models, and applying statistical analysis to support strategic decisions in enterprise contexts.
Role type
Machine Learning Engineer
Builds
ML solutions integrated with multiple applications and environments
Domain
Financial sector technology
Deliverable
production ML models
Required skills
Python, advanced statistics and probability, AWS services, SQL, containerization (Docker/Podman), REST API architecture
Preferred skills
N/A
Technologies
Python, AWS (Boto3, Glue, Athena, S3), Docker, Podman, SQL
Responsibilities
Design and implementation of data preparation and cleaning pipelines; Training, evaluation, and optimization of ML models; Application of advanced statistical analysis techniques; Development of ML solutions integrated with applications; Use of AWS services; Containerization of applications and pipelines; Design and integration of REST APIs; Writing and optimizing SQL queries; Presentation of results and technical documentation
Seniority
Mid-level, hands-on IC