2 дня назад
Senior Data Scientist, Gen AI Delivery (Generative AI)
112 710 - 183 140$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist, Gen AI Delivery (Generative AI): Developing and delivering generative AI solutions for Caterpillar products and services with an accent on LLMs, RAG, agentic workflows, and model evaluation. Focus on fine-tuning models, researching autonomous AI architectures, building Python prototypes, and monitoring agent reasoning with observability tools.
Location: Based out of offices in Chicago or Peoria, Illinois; Broomfield, Colorado; or Irving, Texas, United States.
Salary: $112,710–$183,140 per year.
Company
develops construction and mining equipment, engines, turbines, locomotives, and digital and analytics solutions through Cat Digital.
What you will do
- Fine-tune, implement, develop, and optimize models for generative AI solutions.
- Research current AI and machine learning algorithms and integrate suitable approaches into projects.
- Run experiments to evaluate model performance and iterate on models and solution designs.
- Research and implement agentic generative AI solutions and workflows.
- Evaluate LLM-generated content using automated metrics and human-in-the-loop methodologies.
- Guide and mentor junior data scientists and other team members.
Requirements
- At least 3 years of professional experience in data science and machine learning.
- At least 1 year of professional experience working with generative AI and large language models.
- Advanced Python skills and experience with deep learning frameworks for AI research and prototyping.
- Knowledge of LLMs, RAG, autonomous systems, computer vision, speech, and agentic AI architectures.
- Experience with AI observability tools such as LangSmith, Langfuse, or AgentOps.
- Hands-on experience with AWS, Azure, or GCP; a graduate degree in a quantitative field is considered for top candidates.
Nice to have
- Experience leading and technically mentoring a team of data scientists.
- Experience designing LLM experiments and incorporating human-in-the-loop reviews and safety guardrails.
Culture & Benefits
- Medical, dental, and vision benefits.
- Paid time off, holidays, and volunteer time.
- 401(k), HSA, and FSA plans.
- Career development, tuition reimbursement, and incentive bonus opportunities.
- Life, disability, and parental leave benefits.
- Visa sponsorship is not available for this position.
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