Expression of Interest: Machine Learning Engineer
MOLOCO
about 7 hours ago
Menlo Park, CA, USA +2 more
Mid Level / Senior
H1B Sponsor
Base Salary
$198k - $420k/yr
Responsibilities
- Architect and iterate on high-performance models to improve ad relevance and conversion performance.
- Productionize and maintain scalable ML pipelines from data ingestion to online inference.
- Extract insights from massive datasets to define new features and refine modeling strategies.
- Translate business goals into concrete modeling challenges in collaboration with Product and Data Science.
- Validate innovation through rigorous experimentation, including A/B tests and counterfactual analyses.
- Implement models that balance advertiser value with user experience.
- Enhance system reliability by refining feature stores and monitoring data quality.
- Contribute to ML tools and guidelines to increase experimentation velocity.
- Optimize performance by partnering with Infra teams to reduce latency.
- Share best practices in modeling and production ML with the broader engineering team.
Requirements
- 5-12+ years of experience delivering ML solutions in high-stakes production environments.
- Strong foundation in ML and statistics applied to real-world business challenges.
- Deep understanding of the end-to-end ML lifecycle, including data pipelining and model deployment.
- Proficiency in Python, SQL, and frameworks like TensorFlow or PyTorch.
- Experience ensuring the long-term health of ML systems in live environments.
- Passion for mentoring and sharing best practices for large-scale ML systems.
Benefits
- Innovative benefits that empower employees to take care of themselves and their families.
- A culture of inclusion that values diverse perspectives and promotes experimentation.
- Opportunities for professional growth and development.
Tech Stack
Apache SparkAWSC++GoGoogle BigQueryGoogle Cloud PlatformKubernetesPythonPyTorchTensorFlow
Categories
AI & MLData Science