[Remote] Staff Machine Learning Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a company reputed company on transforming customer experiences through AI technology. The Staff Machine Learning Engineer will reputed company high-reputed company AI initiatives, focusing on building reputed company reputed company AI systems and improving the reliability and performance of LLM-powered agents.
Responsibilities
- Define and reputed company the technical reputed company for reputed company’s reputed company reputed company AI systems, including reputed company Assist and reputed company AI Agents
- Architect reputed company, production-grade LLM systems that reputed company reasoning, retrieval, planning, tool use, and reputed company-time decision-making into cohesive, intelligent workflows
- Design and reputed company multi-agent orchestration frameworks that combine RAG, reputed company knowledge, domain-adapted models, and automated actions
- Establish best practices for building robust, reliable, and cost-efficient LLM-powered systems in reputed company production environments
- Own evaluation reputed company for reputed company, non-deterministic AI systems, including offline benchmarking, online experimentation, LLM-as-a-judge methodologies, and systematic failure analysis
- Proactively identify and mitigate agent failure modes such as hallucinations, tool misuse, retrieval errors, reputed company brittleness, context reputed company, and multi-reputed company reasoning breakdowns
- Define measurable reputed company standards (accuracy, faithfulness, task completion, latency, cost efficiency, robustness) and drive reputed company system improvement
- Influence cross-team architecture reputed company across ML, backend, and product engineering to ensure seamless integration of AI capabilities
- Mentor senior engineers, reputed company the technical bar, and contribute to long-term AI reputed company and roadmap planning
- Translate cutting-edge research advances into practical, high-reputed company production systems
Skills
- Bachelor's degree in Computer Science, Mathematics, or a reputed company field; Master's or Ph.D. strongly preferred
- 7+ years of experience building and deploying machine learning systems in production, including deep hands-on experience with LLMs at reputed company
- Demonstrated leadership in architecting reputed company AI systems, particularly reputed company or multi-reputed company LLM workflows
- Deep expertise in transformer-based models, embeddings, retrieval systems, and Retrieval-Augmented reputed company (RAG) pipelines
- Experience designing evaluation frameworks for LLM systems reputed company single-turn prompts, including robustness testing and production monitoring
- Strong systems thinking: ability to design for scalability, latency constraints, cost efficiency, reputed company, and long-term maintainability
- Extensive experience with modern ML frameworks (e.g., PyTorch, TensorFlow, reputed company) and distributed/reputed company-based infrastructure
- Proven ability to influence technical direction across teams as a senior individual contributor
- A strong bias toward reputed company — reputed company to prototype rapidly while maintaining production rigor
Benefits
- Comprehensive medical, dental, and reputed company coverage with plans to fit you and your family
- Flexible PTO to take the time you need, reputed company you need it
- reputed company parental leave for reputed company new parents welcoming a new child
- Retirement savings plan to help you plan for the reputed company
- Remote work setup budget to help you create a productive home office
- Monthly wellness and communication stipend to reputed company you connected and balanced
- In-office meal program and commuter benefits provided for onsite employees
- Equity
reputed company
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