Staff Data Scientist - Real-Time ML & AI Systems

Remote; San Francisco (CA); A distancia; USD 180.000 - 240.000; Jornada completa

Descripción de la vacante

JumpCloud is seeking a hands-on Staff Data Scientist to architect and execute AI/ML solutions, develop Large Language Models, and build the AI stack to automate complex data analytics workflows. This role drives real-time analytics, model governance, and scalable AI delivery across the organization.

The ideal candidate has extensive experience with predictive and prescriptive modeling, identity threat signals, and engaging with senior stakeholders to translate insights into action.

Formación

• 8+ years across analytics, LLMs, data science, and applied machine learning.
• Experience building real-time anomaly detection models and large-scale data processing systems.
• Ability to solve business problems with predictive and prescriptive modeling.
• Knowledge of identity threat signals and deviation analysis.
• Experience managing AI services costs and building AI agents.
• Strong analytics foundations in segmentation, funnel optimization, and growth metrics.

Responsabilidades

• AI Stack Roadmap: Lead opportunity sizing, prototyping, evaluation, deployment and impact measurement.
• Technical Execution: Ensure robust performance, validation and real-time inference of models.
• Standards & Governance: Establish pragmatic standards for model development, LLM evaluation, observability and cost management.
• Capability Mentorship: Coach analysts and create reusable tools to raise predictive problem-solving quality.
• Strategic Communication: Translate complex technical work into clear recommendations for senior stakeholders.
• Cross-Functional Leadership: Align stakeholders and resolve ambiguity to influence outcomes.

Conocimientos

Analytics

LLMs

Data Science

Applied ML

MLOps

Python

SQL

Business acumen

Herramientas

LLM APIs

RAG

Semantic Layers

Embeddings

Agent Orchestration

Data Pipelines

Descripción del empleo

JumpCloud is seeking a hands-on Staff Data Scientist to architect and execute AI/ML solutions, develop Large Language Models, and build the AI stack to automate complex data analytics workflows. This role drives real-time analytics, model governance, and scalable AI delivery across the organization.

The ideal candidate has extensive experience with predictive and prescriptive modeling, identity threat signals, and engaging with senior stakeholders to translate insights into action.