5 дней назад
Senior AI Scientist (Mid-Market Intelligence)
180 000 - 243 500$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior AI Scientist (Mid-Market Intelligence) (LLMs/agentic systems): Building and deploying AI systems for an AI-native mid-market ERP with an accent on large language models, agentic architectures, retrieval, classical machine learning, and rigorous evaluation. Focus on designing production AI workflows, developing offline and online experiments, preparing large-scale business data, and improving automation and decision-making for ERP customers.
Location: Mountain View, California, United States
Base pay: $180,000–$243,500 per year, with potential cash bonus, equity rewards, and benefits.
Company
is a financial technology platform offering products including TurboTax, Credit Karma, QuickBooks, and Mailchimp.
What you will do
- Build, evaluate, and deploy AI systems using LLMs, multi-agent architectures, retrieval, tool use, prompt and context engineering, and fine-tuning.
- Develop intelligent automation and decision-support systems for mid-market ERP customers by combining generative AI with classical machine learning.
- Analyze large financial, operational, and transactional datasets, perform ETL, and create model-ready features, context, and retrieval strategies.
- Design evaluation frameworks with offline evaluations, golden datasets, LLM-as-judge methods, and quality and safety guardrails.
- Collaborate with product managers, software engineers, and designers on experiments, minimum viable products, human-in-the-loop workflows, and explainability patterns.
- Run A/B tests and online experiments, apply statistical analysis, communicate results, and assess emerging AI technologies.
Requirements
- Bachelor’s, master’s, or doctoral degree in computer science, statistics, applied mathematics, operations research, or a related technical field.
- 3+ years of industry experience spanning classical machine learning and generative AI.
- Experience with LLM APIs, orchestration frameworks, prompt and context engineering, RAG, vector search, tool use, function calling, fine-tuning, and evaluation or guardrail frameworks.
- 3+ years of experience with Python and modern analytical tools, including scikit-learn, PyTorch, or similar technologies.
- Experience with data mining, statistical modeling, A/B testing, offline and online evaluation, and statistically sound analysis.
- Proficiency with SQL, Hive, or SparkSQL; comfort working in Linux and explaining technical concepts to technical and non-technical audiences.
Nice to have
- Hands-on development and production rollout of LLM-powered or agentic experiences.
- Experience with large-scale data processing using Spark or PySpark.
Culture & Benefits
- Collaborative work with AI scientists, machine learning engineers, product managers, software engineers, and designers.
- Opportunity to develop AI-native ERP experiences using rapidly evolving AI technologies.
- Competitive compensation with performance-based rewards, potential bonus, equity rewards, and benefits.
- Compensation is reviewed based on job-related knowledge, skills, experience, and work location, with regular pay-equity comparisons.
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