Data Science Innovator
6 days ago
At MacPaw, we are revolutionizing the world of macOS assistants with cutting-edge LLM-powered agents. To achieve this vision, we need a Senior Data Scientist to join our team.
About UsWe are a software company that develops and distributes innovative products for macOS and iOS, reaching 20 million active users across all our products. Our mission is to empower humans and technology to reach their greatest potential together.
The RoleThis position involves shaping the next generation of on-device AI by fine-tuning LLMs to achieve state-of-the-art performance, designing advanced RAG pipelines, and developing intelligent agents for real-world applications. You will collaborate with top Engineers and Scientists to bring NLP and ML capabilities directly to macOS users.
Key Responsibilities- Fine-tune LLMs for optimal performance in various tasks
- Develop and fine-tune LLM-based agents for local task execution
- Design and build RAG pipelines for improved information retrieval
- Lead deep-learning training and experimental initiatives
- Apply classical NLP techniques (e.g., named entity recognition, part-of-speech tagging)
- Advanced experience in NLP and LLMs
- Strong background in Transformer architectures and their applications
- Proficiency in classical ML tasks (classification, regression, clustering)
- Experience with Python and NLP/ML frameworks (PyTorch, spaCy, NLTK, SciPy)
- NLP, LLM, RAG, LangChain, LangGraph
- Private healthcare
- Flexible working hours
- International projects
- Gym
- Kitchen
- Free coffee
- Canteen
- Shower
- Free snacks
- Free beverages
- In-house hack days
- Modern office
- No dress code
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