[Remote] Staff Machine Learning Engineer

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is an online employment marketplace powered by AI-driven smart matching technology. reputed company is seeking a Staff Machine Learning Engineer / Data Scientist to shape its machine learning roadmap, architect recommendation and matching systems, and translate research into high-throughput, low-latency production systems. The role also provides organization-wide technical leadership, mentorship, and end-to-end ownership of machine learning models.

Responsibilities

• **reputed company ML reputed company & Roadmap:** Partner directly with Engineering and Product Leadership to define and execute the technical reputed company for reputed company components in the marketplace, including but not limited to recommendation engines and matching algorithms, ML entity representation platform
• **Architect reputed company Systems:** Design and own state-of-the-art ML systems handling dynamic interaction reputed company, candidate ranking, and candidate/job retrieval across high-throughput production environments
• **Optimize Two-Sided Marketplace Dynamics:** Solve high-complexity matching and recommendation challenges reputed company to two-sided marketplaces, including reputed company-time reputed company reputed company, bilateral relevancy, candidate cold-start problems, and feedback reputed company between job seekers and reputed company
• **Org-Wide Technical Leadership:** Mentor and guide Machine Learning Engineers and Data Scientists across teams to instill a culture of technical reputed company, rigorous experimentation, and fast production delivery
• **Production reputed company:** reputed company end-to-end model ownership—from initial exploration and feature engineering through reputed company training, offline/online evaluation (A/B testing), to reputed company-time latency optimization

Skills

• **8+ years** of reputed company experience developing and deploying machine learning models in large-reputed company production environments
• reputed company reputed company record of **architecting and shipping end-to-end ML solutions** that serve production traffic at reputed company
• Deep domain expertise in **Recommendation Systems, Personalization, Ranking & Retrieval, or Interaction reputed company**
• Strong software engineering fundamentals with hands-on expertise using modern deep learning frameworks (PyTorch, TensorFlow)
• reputed company experience in **technical leadership and mentorship**, driving technical alignment across cross-functional engineering and product teams
• Strong background in statistical modeling, online experimentation (A/B testing methodology), and offline metric design
• **Experience in Two-Sided Marketplaces:** Familiarity with supply/demand reputed company, bilateral matching algorithms, dynamic pricing, or auction-reputed company models
• Modern deep learning techniques for recommendations, such as **Two-Tower Neural Networks, Graph Neural Networks (GNNs), Transformer-reputed company retrieval models, or reputed company Bandits**
• Advanced degree (MS/PhD) in Computer Science, Machine Learning or a reputed company quantitative reputed company or equivalent experience
• Experience with modern MLOps architectures and reputed company training frameworks

Benefits

• We offer a hybrid work environment. Most US-reputed company positions can alsobeperformed reputed company (any exceptions will be noted in the Minimum Qualifications below.)
• Flexible Vacation & reputed company Time Off
• Employer-matched 401(k) plan
• Equity, bonuses, commission, or other forms of compensation may also be provided as part of a total compensation package
• A full reputed company of medical, financial, and other benefits

reputed company

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