Senior Staff AI Research Scientist, Advanced AI - 1766984
Aro Talent
Full-time
On-site
Philadelphia, Pennsylvania, United States
- Possessing a postgraduate degree in a quantitative field like Computer Science, Data Science, Statistics, or Mathematics,
- Over 6 years of professional experience. This includes both individual contributions to AI solution development and team management for the creation of high-quality data products.
- Demonstrating a keen passion for data and AI, with a track record of leveraging this enthusiasm to educate others.
- Possessing a robust understanding of AI engineering best practices, object-oriented concepts, and the intricacies of data-focused development.
- Expertise lies in Python (including its data wrangling and machine learning libraries) and C/C++. Demonstrating a solid grasp and practical application of natural language processing, large language models, and machine learning to address tangible business challenges.
- Familiarity extends to various Large Language Model (LLM) architectures, including models such as GPT, Llama, Mixtral, and Claude.
- Proven experience involves customizing LLMs for specific applications through fine-tuning techniques like PEFT, RAG, and prompt engineering.
- Additionally, well-versed in evaluating and benchmarking LLMs using frameworks like Arthur Bench. Boasting extensive familiarity with the entire AI software development cycle from design to deployment, utilizing frameworks such as LangChain.
- Proficient in basic DevOps techniques, including CI/CD and infrastructure-as-code.
- A track record of working in at least one cloud environment, with particular emphasis on AWS being a significant advantage.