Principal Machine Learning Scientist
5 days ago
We're a cutting-edge home security company dedicated to protecting people's lives and creating a culture that supports career growth. Our mission is to keep every home secure, and we need talented individuals who share our values to join us.
Job Description:
We're seeking an experienced Machine Learning Scientist to contribute to the development of cutting-edge machine learning models, focusing on Natural Language Processing (NLP) and Multi-modal Large Language Models (LLMs). As a key team member, you'll play a crucial role in enhancing our products and services.
Responsibilities:
- Develop and deploy NLP and LLM models to solve real-world problems in the home security domain.
- Collaborate with stakeholders to identify research initiatives with significant business impact.
- Lead the research direction/roadmap for Generative AI applications.
- Take research initiatives from concept to production.
- Plan, execute, and adapt multiple projects independently or through others.
- Work with engineers and product managers to integrate NLP/LLM capabilities into existing systems.
- Stay up-to-date on the latest advancements in NLP/LLM and related fields.
Qualifications:
- MS or PhD in Computer Science, Artificial Intelligence, or a related field.
- At least 1 year of experience in developing or fine-tuning and deploying LLM models like Llama.
- More than 2 years of experience in developing and deploying NLP models such as GPT, BERT, or VLM models like CLIP, DINO.
- Strong understanding of transformer models, deep learning architectures, and statistical modeling techniques.
- Excellent communication and collaboration skills.
- Able to work in a fast-paced environment.
Estimated Salary Range:$120,000 - $180,000 per annum.
Bonus Points:
- Experience with speech recognition, natural language understanding, or natural language generation.
- Publication history in academic journals or conferences.
- Familiarity with cloud computing platforms like AWS or GCP.
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