Machine learning Engineer
Core
Design and implement scalable, high-performance machine learning systems to enhance user experiences and foster creativity within a high-traffic online art community.
Role type
Senior IC machine learning engineer (recommendation & classification)
Builds
End-to-end ML systems from data ingestion to serving results in production for DeviantArt's online art community
Domain
Social media / Online art community / Large-scale data processing
Deliverable
production ML models
Required skills
Machine learning algorithms (recommendation, classification), Cloud-based production system design, Large-scale data processing, Python, Apache Spark, AWS, PyTorch, Large language models
Preferred skills
Serverless approaches, Large-scale search engines (Elasticsearch, Vespa)
Responsibilities
Develop and improve algorithms for recommendations and classification; Implement and deploy reliable machine learning systems; Build end-to-end systems from data ingestion to serving results; Stay up-to-date with developments in data and machine learning engineering
Seniority
Senior, hands-on IC
