Senior Machine Learning Engineer - Recall Team: Search Quality

Overview

Job Description

Responsibilities

• - Build and deploy robust ML systems for search, including vector search, results filtering, computer-vision models, etc.
• - Tune large language models (LLMs) to provide expert-level decisions on item relevance, and work on integrating these signals into real-time models.
• - Design metrics to evaluate the relevance and performance of search results, ensuring they align with business goals and user expectations.
• - Collaborate with technical and non-technical partners to develop explanation tools that clearly communicate the impact of our algorithms to stakeholders.
• - Own the full development lifecycle: design solutions, develop and deliver them to production, while ensuring our systems remain stable, performant and scalable.

Required Skills

• - Proficient in NLP on a high level, and have practical experience with modern architectures.
• - Excel at Python, at least one ML/DL framework (we're using torch), have proficiency with any variant of SQL, and feel comfortable with the big data stack like Spark, Presto/Athena & Hive.
• - Delivered production ML systems and conducted A/B tests to validate their value.
• - Experience with data pipeline orchestration tools (Airflow) to manage and automate ML workflows.
• - Excellent communicator with the ability to translate intuition into data-driven hypotheses that result in engineering solutions that bring significant business value.

Benefits

• - Base range of 90-110k USD + stock options + work from home bonus
• - Fully remote team - choose where you live
• - Work from home stipend
• - Apple laptops provided for new employees
• - Training and development budget for every employee, refreshed each year
• - Parental leave for qualified employees
• - Work with smart people who will help you grow and make a meaningful impact