Machine Learning Engineer
3 weeks ago
Meta is revolutionizing its business and technology, and our Machine Learning Engineers are at the forefront of this transformation. As a critical member of our team, you will lead crucial projects and initiatives that have never been done before, helping us advance the way people connect around the world.
Key Responsibilities:
- Set the direction and goals for a sizable team, driving project impact, ML system design, and ML excellence
- Adapt standard machine learning methods to best exploit modern parallel environments
- Re-evaluate the tradeoffs of already shipped features/ML systems, driving large efforts across multiple teams to reduce technical debt
- Lead a team from a technical perspective to develop ML best practices and influence engineering culture
- Be a go-to person to escalate complex online/production performance and evaluation issues
- Develop highly scalable classifiers and tools leveraging machine learning, data regression, and rules-based models
- Suggest, collect, and synthesize requirements, creating an effective feature roadmap
- Code deliverables in tandem with the engineering team
Requirements:
- 8+ years of experience in software engineering or a relevant field (4+ years with a PhD)
- 6+ years of experience in machine learning, recommendation systems, pattern recognition, data mining, artificial intelligence, or a related technical field
- Experience with scripting languages such as Python, JavaScript, or Hack
- Experience leading major initiatives successfully
- Experience building and shipping high-quality work and achieving high reliability
- Experience developing machine learning models at scale from inception to business impact
- Knowledge developing and debugging in C/C++ and Java, or experience with scripting languages
- Experience demonstrating technical leadership working with teams, owning projects, and defining technical direction
- Experienced in utilizing data and analysis to explain technical problems and providing detailed feedback and solutions
- Bachelor's degree in Computer Science, Computer Engineering, or a relevant technical field (or equivalent practical experience)
Preferred Qualifications:
- Masters degree or PhD in Computer Science or a related technical field
- Exposure to architectural patterns of large-scale software applications
- Experience with scripting languages such as PyTorch and TensorFlow
Compensation:
$85.10/hour to $251,000/year + bonus + equity + benefits
Industry:
Internet
Equal Opportunity:
Meta is proud to be an Equal Employment Opportunity and Affirmative Action employer. We do not discriminate based on race, religion, color, national origin, sex, sexual orientation, gender, gender identity, gender expression, transgender status, sexual stereotypes, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics.
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