Machine Learning Engineer
Meta Tel Aviv, Tel-Aviv District, Israel
Software Development · 10,001+ employees
About the role
Collaborate with cross-functional teams to architect scalable systems and build innovative application experiences. Lead major technical initiatives while providing mentorship to peers and ensuring high code quality through rigorous reviews.
What they look for
Requirements
Requires a bachelor's degree in a technical field and demonstrated experience leading complex technical projects. Preferred qualifications include a master's degree or PhD, along with expertise in AI frameworks and information retrieval concepts.
Full description
Meta is seeking talented engineers to join our teams in building cutting-edge products that connect billions of people around the world. As a member of our team, you will have the opportunity to work on complex technical problems, build new features, and improve existing products across various platforms, including mobile devices and web applications. Our teams are constantly pushing the boundaries of user experience, and we're looking for passionate individuals who can help us advance the way people connect globally. If you're interested in joining a world-class team of engineers and researchers to work on exciting projects that have significant impact, we encourage you to apply.
Responsibilities
- Collaborate with cross-functional teams (product, design, operations, infrastructure) to build innovative application experiences
- Implement custom user interfaces using latest programming techniques and technologies
- Analyze and optimize code for quality, efficiency, and performance, and provide feedback to peers during code reviews
- Set direction and goals for teams, lead major initiatives, provide technical guidance and mentorship to peers, and help onboard new team members
- Architect efficient and scalable systems that drive complex applications
- Identify and resolve performance and scalability issues, and drive large efforts to reduce technical debt
- Work on a variety of coding languages and technologies
- Establish ownership of components, features, or systems with expert end-to-end understanding
Minimum Qualifications
- Experience utilizing data and analysis to explain technical problems and provide detailed feedback and solutions
- Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
- Demonstrated experience driving change within an organization and leading complex technical projects
- Programming experience in a relevant language
Preferred Qualifications
- Understanding of information retrieval concepts, such as indexing, querying, and ranking
- Knowledge of NLP techniques, including text preprocessing, tokenization, and sentiment analysis
- Masters degree or PhD in Computer Science or a related technical field
- Demonstrated experience with data structures and algorithms, including graph theory and optimization techniques
- Experience with frameworks like TensorFlow, PyTorch, or Scikit-learn
- Demonstrated ability to integrate AI tools to optimize/redesign workflows and drive measurable impact (e.g., efficiency gains, quality improvements)
- Experience adhering to and implementing responsible, ethical AI practices (e.g., risk assessment, bias mitigation, quality and accuracy reviews)
- Demonstrated ongoing AI skill development (e.g., prompt/context engineering, agent orchestration) and staying current with emerging AI technologies
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