Senior Machine Learning Engineer (AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Senior Machine Learning Engineer (AI): Designing and building models and ML pipelines for user and conversation understanding within the Copilot Growth Intelligence team with an accent on NLP, intent detection, and semantic search. Focus on architecting scalable production-grade training pipelines, fine-tuning transformer-based models, and driving rigorous experimentation to improve personalized user experiences.
Location: Redmond, United States
Salary: $119,800 – $261,000 per year
Company
A global technology leader dedicated to empowering every person and organization on the planet to achieve more through innovative AI and software solutions.
What you will do
- Design, train, and deploy machine learning models for natural language understanding, including intent detection and conversation summarization.
- Architect scalable, production-grade training and inference pipelines using Spark, Databricks, and Azure ML.
- Develop and fine-tune transformer-based models and maintain embedding pipelines for semantic search.
- Drive offline and online experimentation to measure model quality and iterate on architectures.
- Partner with cross-functional teams to translate research insights into shipped product features.
- Monitor production model performance, diagnose regressions, and address scalability challenges.
Requirements
- Bachelor’s, Master’s, or Doctorate in Computer Science, Statistics, or related engineering field.
- 4+ years of related experience (or 3+ years with Master's, 1+ year with Doctorate).
- Proven experience in NLP and modern transformer architectures.
- Proficiency in Python and ML frameworks such as PyTorch or Hugging Face.
- Experience with text embedding models, vector databases, and RAG patterns.
- Familiarity with distributed training and serving ML models at scale.
Culture & Benefits
- Commitment to a culture of inclusion, respect, integrity, and accountability.
- Opportunities to work on cutting-edge AI technologies at a global scale.
- Access to comprehensive corporate benefits and compensation packages.
- Emphasis on a growth mindset and collaborative innovation.
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