Senior Data Scientist
3 days ago
We are seeking a highly skilled GenAI Senior Data Scientist to join our team at Simple Solutions. As a key member of our Data Science and Machine Learning team, you will collaborate with cross-functional stakeholders to design and develop innovative GenAI solutions that drive business impact.
Key Responsibilities:- Architect and implement GenAI frameworks and infrastructure for search interfaces, chatbots, and other applications.
- Develop and optimize machine learning models to meet specific product goals, working closely with product management and engineering leads.
- Establish protocols for building fair, accountable, and transparent GenAI applications, and lead efforts to assess and mitigate risks due to model biases or failures.
- Design and oversee curation of high-quality datasets for LLM training, and build data science pipelines for feature generation, data visualization, and model evaluation.
- Communicate complex technical concepts to both technical and non-technical audiences, and contribute to novel research and analyses in leading academic conferences and journals.
- Minimum of 9 years' post-secondary education or relevant work experience.
- Advanced degree in mathematics, physics, computer science, engineering, statistics, or an equivalent technical discipline.
- Minimum of 3 years' experience in developing machine learning models with a track record of creating meaningful business impact.
- Minimum of 5 years' experience with Python.
- Minimum of 3 years' experience building production NLP and deep learning models using PyTorch/Tensorflow, along with using large language model architectures (BERT, GPT-3 etc.).
- Experience building advanced workflows such as retrieval augmented generation, model chaining, dynamic prompting, PEFT/SFT, etc. using Langchain and similar tools.
- Experience establishing model guardrails and developing bias detection and mitigation techniques for AI applications.
- Proficiency with various prompting techniques, with a clear understanding of tradeoffs between prompting and finetuning.
- Experience with finetuning embedding models and tuning vector databases to improve performance of semantic search and retrieval systems.
- Deep understanding of underlying fundamentals such as Transformers, Self-Attention mechanisms that form the theoretical foundation of LLMs.
We offer a dynamic and collaborative work environment, with opportunities for professional growth and development. If you are a motivated and experienced GenAI Senior Data Scientist looking to join a forward-thinking organization, please submit your application.
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