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Senior Staff Engineer, NLP Specialist
2 months ago
We are seeking a highly skilled Senior Staff Engineer to join our NLP team at Samsung Research America. As a key member of our team, you will be responsible for designing and developing innovative machine learning solutions to improve the accuracy and efficiency of Bixby's natural language understanding capabilities.
Key Responsibilities- Research and develop predictive models on large-scale datasets to address various business problems using advanced statistical modeling, machine learning, and deep learning techniques.
- Design and implement infrastructure for orchestrating end-to-end machine learning lifecycles.
- Set up processes to monitor and continually improve efficiency and performance of key performance indicators (KPIs).
- Develop and maintain robust, scalable machine learning systems using Python and Java.
- Collaborate with linguistics experts and product management teams to advance the state of the art in human language understanding systems.
- BS/MS/PhD in NLP, ML, AI, Engineering, or equivalent.
- 12+ years of experience in deep learning, natural language understanding, and natural language generation.
- 5+ years of experience with building end-to-end systems based on machine learning or deep learning methods.
- Strong understanding of computer science fundamentals, including algorithms, data structures, and runtime analysis.
- Proficiency in Java and Python.
- Experience with deep learning-based NLP models, such as BERT and GPT.
At Samsung Research America, we offer a comprehensive compensation package, including a base pay range of $151,200-$207,750 USD, annual bonus eligibility, and generous benefits. We are committed to creating a diverse and inclusive work environment that values exceptional talent.
