Senior Machine Learning Engineer (NLP)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Machine Learning Engineer (NLP/LLMs): Ideate, develop, and deploy scalable and cost-efficient machine learning and NLP models for tools that train and empower frontline teams with an accent on ethical considerations, fairness, and large-scale ML infrastructure. Focus on building training/evaluation/serving pipelines, analyzing datasets, prototyping ideas, and handling conversation data in areas like mental health support and crisis response.
Location: Flexibility to work remotely from anywhere in the United States
Company
applies machine learning and NLP to mission-driven organizations in crisis response, public safety, healthcare, and more via innovative training tools.
What you will do
- Ideate, develop, and deploy scalable, cost-efficient ML and NLP models
- Build scalable infrastructure for training, evaluating, and serving models
- Analyze datasets to improve approaches and prototype new ideas
- Develop tools and processes for sourcing, analyzing, labeling, and storing conversation data
- Apply ethical lenses including fairness, quality, and trust to all responsibilities
Requirements
- Significant experience (3+ years) building production-grade ML models in industry or academia
- Expertise in NLP facets: conversational dialogue, speech recognition, text-to-speech, NLG, text classification, QA, chatbots, summarization
- Strong Python skills and deep-learning/NLP tools (Scikit-learn, Pandas, PyTorch, Tensorflow, NLTK, spaCy, Jupyter)
- Experience with end-to-end scalable ML infrastructure on GCP, AWS, or Azure
- Strong teamwork, communication, and collaboration with technical/non-technical members
Culture & Benefits
- Generous retirement, equity, healthcare, and PTO policies
- Remote work flexibility within the United States
- Equal opportunity employer committed to diversity and inclusion
- Fast-paced startup environment making impact in important industries
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