Software Engineer Backend ML Infra

Summary

Graft Inc. seeks experienced backend engineers to join their team for a remote, US-only role. The successful candidate will work on Machine Learning applications, focusing on semantic search, classification, and chat systems. They will also contribute to product strategy with a focus on usability for non-expert users.

Requirements

• A minimum of 3 years of experience as a backend engineer
• Proficiency in Python programming
• Hands-on experience with Kubernetes, Dask, and PostgreSQL
• Familiarity with ML-specific open-source tools such as MLFlow, Sematic, and vector databases
• Solid understanding of machine learning fundamentals, particularly foundation models, embeddings, and large language models (LLMs), and a passion for applying ML to solve real-world problems

Responsibilities

• Build and maintain production pipelines for diverse Machine Learning applications
• Design, implement, and optimize workflow orchestration and scheduling systems
• Work on scalability, for both compute and artifact storages
• Implement advanced techniques for processing and managing unstructured data

Preferred Qualifications

• Strong problem-solving abilities and a track record of thriving in fast-paced startup environments
• Excellent communication skills and a demonstrated ability to collaborate effectively within a team

Benefits

Estimated Salary Range: $170,000 - $200,000