ML Engineer, Recommender Systems at Scale

Meta; Lansing (MI); On-site; USD 184,000 - 257,000; Full time

Job summary

Meta is seeking talented Machine Learning engineers to join our teams in building cutting-edge products that connect billions of people worldwide. You will work on complex technical challenges, craft new features, and enhance existing platforms across mobile and web ecosystems.

You will collaborate with product, design, and infrastructure teams, implement UI with modern techniques, and develop reusable components interfacing with back-end services.

Qualifications

• 3+ years of experience in software engineering or a relevant field.
• 2+ years in ML, RecSys, AI, or related field.
• Experience with Python, JavaScript, or Hack.
• Experience with deploying ML models at scale and measuring business impact.
• Proficiency in C/C++ and Java, or scripting like Python, Perl, PHP, or shell scripts.
• Track record of setting technical direction and cross-functional partnerships.
• Experience designing/deploying recommender systems (collaborative filtering, content-based, hybrid).
• Experience delivering high-quality work with reliability.
• Experience improving quality via code reviews, testing, rollout, monitoring, and proactive changes.
• Bachelor's degree in CS/Engineering or equivalent practical experience.

Responsibilities

• Collaborate with product, design, operations, and infrastructure teams to build innovative experiences.
• Implement UI using modern techniques and technologies.
• Develop reusable components to interface with back-end platforms.
• Analyze and optimize code for quality, efficiency, and performance.
• Lead complex technical or product efforts and provide guidance to peers.
• Architect efficient, scalable systems for complex applications.
• Identify and resolve performance and scalability issues.
• Work with a variety of coding languages and technologies.
• Own components, features, or systems with end-to-end understanding.

Skills

Cross-functional collaboration

UI development

Backend interfacing

Code optimization

System architecture

Performance tuning

Python/JavaScript

ML model deployment

Team leadership

Education

Bachelor's degree in CS or related

Tools

C/C++

Java

Python

Shell scripting

PyTorch/TensorFlow

Job description

Meta is seeking talented Machine Learning engineers to join our teams in building cutting-edge products that connect billions of people worldwide. You will work on complex technical challenges, craft new features, and enhance existing platforms across mobile and web ecosystems.

You will collaborate with product, design, and infrastructure teams, implement UI with modern techniques, and develop reusable components interfacing with back-end services.