Senior Machine Learning Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Machine Learning Engineer (AI): Designing and building ML models and pipelines for user and conversation understanding for Copilot with an accent on intent detection, topic classification, and personalized experiences. Focus on developing transformer-based models, optimizing RAG patterns, and deploying production-grade inference pipelines.
Location: Must be based in New York, United States
Salary: $158,400 – $258,000 per year
Company
is building advanced systems to make artificial intelligence accessible to consumers, businesses, and developers globally.
What you will do
- Design, train, and deploy ML models for NLP tasks including intent detection, topic classification, and conversation summarization.
- Architect scalable, production-grade training and inference pipelines using Spark, Databricks, and Azure ML.
- Develop transformer-based models and maintain embedding pipelines and vector databases for semantic search.
- Drive rigorous offline and online experimentation to improve model quality and product metrics.
- Collaborate with data engineers and product teams to translate research insights into shipped features.
- Monitor production performance, diagnose regressions, and mentor others on ML best practices.
Requirements
- Bachelor's degree in CS, Statistics, or related field with 4+ years experience (or Master's + 3 years / PhD + 1 year).
- Proven experience in NLP and modern transformer architectures for classification, encoding, and summarization.
- Expertise in text embedding models, vector databases, and retrieval-augmented generation (RAG) patterns.
- Proficiency in Python and ML frameworks such as PyTorch and Hugging Face.
- Experience with distributed training, model optimization, and serving ML models at scale.
- Location: Must be based in New York, United States.
Nice to have
- Advanced degree (Master's or PhD) with 3-6+ years of relevant experience.
- Experience with search ranking, relevance modeling, or information retrieval systems.
Culture & Benefits
- Opportunity to work on Copilot, one of the most significant AI projects of the current era.
- Inclusive culture emphasizing growth mindset, respect, integrity, and accountability.
- Competitive base pay with eligibility for additional benefits and compensation.
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