Lead AI Engineer (Data Solutions)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Lead AI Engineer (Data Solutions): Building next-generation AI and ML systems and an agent flywheel for continuous performance optimization with an accent on feedback loops and scalable data pipelines. Focus on designing multi-step reasoning agents, implementing rigorous evaluation frameworks, and integrating ML decisioning into business-critical workflows.
Location: Must be based in San Francisco, Seattle, Chicago, or New York
Company
is a global leader in CRM and enterprise cloud software.
What you will do
- Design and build the Agent Flywheel, creating feedback loops that enable ML systems to improve from real-world outcomes.
- Build and deploy a variety of ML models, including classification, ranking, forecasting, and recommendation systems.
- Develop AI agents that integrate LLM reasoning, tool usage, and structured outputs for complex workflows.
- Architect scalable batch and near real-time data pipelines for model training, evaluation, and inference.
- Create offline and online evaluation frameworks, including golden traces and regression test sets, and conduct A/B experiments.
- Build scalable Python services and APIs that power agent-driven workflows.
Requirements
- 6+ years of experience in AI/ML engineering or applied data science.
- Strong professional experience with Python in production environments.
- Proven track record of building and deploying ML models and data pipelines (ETL/ELT).
- Hands-on experience with LLM-powered systems, including prompting and orchestration.
- Familiarity with data tools such as Spark, Airflow/Dagster, Snowflake, or BigQuery.
- Solid understanding of supervised learning and A/B testing methodologies.
Nice to have
- Experience with agent scoring and optimization loops.
- Exposure to evaluation tools like LangSmith or Braintrust.
- Experience working with large-scale experimentation platforms.
- Familiarity with the enterprise SaaS or CRM domain.
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