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We are seeking a highly motivated and experienced Machine Learning Scientist to join our growing Engineering team. As a key contributor, you will play a crucial role in developing and implementing cutting-edge machine learning models, with a focus on Natural Language Processing (NLP), Multi-modal Large Language Models (LLMs) and to enhance our products and services.
Responsibilities:- Design, develop, and deploy NLP and LLM models to solve real-world problems in the home security domain.
- Work with key stakeholders to identify key research initiatives that can have impact to business outcomes
- Collaborate with engineers and product managers to integrate NLP/LLM capabilities into our existing systems.
- Stay up-to-date on the latest advancements in NLP/LLM and related fields.
- Contribute to the development of our machine learning infrastructure and tools.
- MS or PhD in Computer Science, Artificial Intelligence, or a related field.
- 1+ years of experience in developing or fine-tuning and deploying LLM models such as Llama or similar
- 1+ years of experience in developing and deploying NLP models such as GPT, BERT or VLM models such as CLIP, DINO
- 3+ years of experience in developing production-grade machine learning solutions
- Strong understanding of transformer models, deep learning architectures, and statistical modeling techniques.
- Strong understanding of training techniques for foundational LLM and VLM models
- Skilled in Python and relevant machine learning libraries (e.g., PyTorch TensorFlow, Keras etc.).
- Experience with data preprocessing, feature engineering, and model evaluation.
- Excellent communication and collaboration skills.
- Ability to work in a fast-paced environment
- Experience with speech recognition, natural language understanding, or natural language generation.
- Publication in posters, conference proceedings, journal articles, workshops etc.
- Familiarity with cloud computing platforms (e.g., AWS, GCP).
- Contributions to open-source NLP/LLM projects.
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