7 дней назад
Senior / Principal Data Scientist (GenAI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior / Principal Data Scientist (GenAI): Building and delivering enterprise-level generative AI solutions based on LLMs, ML pipelines, and RAG frameworks with an accent on production reliability, evaluation quality, and scalable architecture. Focus on optimizing and fine-tuning open-source language models, designing validation and observability pipelines, and solving complex enterprise data integration challenges.
Location: Atlanta, Georgia, United States; team members are expected to be primarily in the office.
Company
is a global insurance organization providing property casualty insurance and financial services in approximately 190 countries and jurisdictions.
What you will do
- Lead the end-to-end development and delivery of enterprise-level data science and generative AI solutions.
- Design scalable ML pipelines and retrieval-augmented generation frameworks integrated with enterprise data structures.
- Monitor production solutions for performance, reliability, and accuracy.
- Build evaluation frameworks for LLM efficacy and manage ground-truth dataset quality.
- Collaborate with product managers, engineers, and business leaders to translate requirements into technical solutions.
Requirements
- 8+ years of engineering experience in a development environment.
- 6+ years of data science experience with strong emphasis on NLP and ML in an agile, production-oriented environment.
- 3+ years of practical experience with open-source LLMs, including prompt engineering, inference optimization, and fine-tuning.
- 3+ years of experience building GenAI solutions, including RAG frameworks, validation pipelines, observability, and monitoring.
- Expert-level Python proficiency and experience with its data science ecosystem, including PyTorch, Pandas, and Scikit-learn.
- Master’s degree in data science, computer science, or a related quantitative field.
Nice to have
- Hands-on experience or certification with the Palantir Foundry or AIP platform.
- Understanding of ontology and digital twin frameworks for representing real-world entities and relationships.
- Experience with large-scale data infrastructure and distributed processing frameworks such as Apache Spark or PySpark.
- Experience implementing agentic architectures and integrating autonomous agents with enterprise systems.
Culture & Benefits
- In-person collaboration is emphasized through primarily office-based work.
- Total Rewards benefits support health, wellbeing, financial security, and professional development.
- Continuous learning and development opportunities are provided.
- Inclusion and belonging are supported through cultural awareness activities and Employee Resource Groups.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →
Похожие вакансии
7 дней назад
Senior Manager, AI and Data Scientist (AI)
150 034 - 224 250$
3 дня назад
Senior Machine Learning Engineer (Generative AI)
111 400 - 278 500$
7 дней назад
Senior Data Scientist (Databricks Genie & AI Analytics)
4 дня назад
Senior Staff Data Scientist (AI/ML)
145 600 - 209 300$
7 дней назад
Senior Data Scientist (AI)
86 500 - 108 000$
7 дней назад