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Staff Machine Learning Engineer

1 month ago
United States
Full-time
Lead
Machine Learning Engineer
Software Development
Deep Learning Feature Engineering Machine Learning MLOps PyTorch TensorFlow Transformers
Apply Now
ZipRecruiter

ZipRecruiter

ZipRecruiter is a leading online employment marketplace that connects businesses with job seekers through AI-driven technology, streamlining the hiring process and prioritizing employee growth and inclusivity.

Internet Software & Services
1K-5K
Founded 2010
View All Jobs 9

Description

  • Define and execute the machine learning roadmap with engineering and product leadership.
  • Design and own high-scale systems for interaction prediction, candidate ranking, and job retrieval.
  • Develop solutions for real-time intent prediction, bilateral relevance, cold-start challenges, and marketplace feedback loops.
  • Mentor Machine Learning Engineers and Data Scientists across the organization.
  • Own models end to end, from exploration and feature engineering through distributed training, A/B testing, and latency optimization.
  • Establish best practices for building, deploying, and evaluating machine learning systems at scale.

Requirements

  • 8+ years of experience developing and deploying machine learning models in large-scale production environments.
  • Track record of architecting and shipping end-to-end ML solutions serving production traffic at scale.
  • Expertise in recommendation systems, personalization, ranking and retrieval, or interaction prediction.
  • Strong software engineering skills with hands-on experience in PyTorch and/or TensorFlow.
  • Experience providing technical leadership and mentorship across engineering and product teams.
  • Strong background in statistical modeling, A/B testing methodology, and offline metric design.
  • Experience with two-sided marketplaces, bilateral matching, dynamic pricing, or auction-based models (preferred).
  • Experience with Two-Tower Neural Networks, Graph Neural Networks, Transformer-based retrieval models, or Contextual Bandits (preferred).
  • Advanced degree in computer science, machine learning, or a related quantitative field, or equivalent experience (preferred).
  • Experience with modern MLOps architectures and distributed training frameworks (preferred).

Benefits

  • US base salary of $205,000–$265,000.
  • Competitive compensation and potential equity, bonuses, or commission.
  • Exceptional medical, financial, and other benefits package.
  • Flexible vacation and paid time off.
  • Employer-matched 401(k) plan.
  • Hybrid work environment with remote options for most US-based positions.

Interested in this position?

Apply directly on the company website

Apply Now

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