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Orum

Staff Applied AI Engineer

Orum

Staff Applied AI Engineer at Orum leading the design and delivery of AI-powered product features. Involves mentoring engineers and partnering with Product and Engineering teams for AI opportunities.

Posted 5/22/2026full-timeRemote • California • 🇺🇸 United StatesLeadWebsite

Tech Stack

Tools & technologies
BigQuery

About the role

Key responsibilities & impact
  • Lead the design and delivery of AI-powered product features from idea to production
  • Build LLM-based systems for coaching insights and real-time recommendations during calls
  • Architect systems that support low latency and large-scale AI use cases
  • Define and implement AI and ML best practices across the engineering org
  • Partner with Product and Engineering to identify high-impact AI opportunities
  • Build scalable data and feature pipelines to support AI use cases
  • Establish evaluation, monitoring, and feedback loops to improve model performance
  • Mentor engineers and raise the bar on applied AI engineering practices

Requirements

What you’ll need
  • 7+ years of software engineering experience with strong hands-on AI and ML experience
  • Proven track record of shipping AI and ML systems into production
  • Experience building and deploying ML pipelines for training, inference, monitoring, and continuous improvement
  • Deep experience with LLMs and modern AI tooling, including prompting, RAG, embeddings, and agents
  • Experience training and fine-tuning models for domain-specific use cases
  • Strong system design skills and ability to build scalable, reliable AI systems
  • Experience working with large-scale data systems such as pipelines, warehouses, or streaming
  • Ability to operate in ambiguity and drive technical direction independently
  • Strong product mindset focused on customer impact
  • Experience with real-time or event-driven systems
  • Background in speech, NLP, or conversational AI
  • Experience building customer-facing AI products
  • Familiarity with modern data platforms such as BigQuery or ClickHouse
  • Experience building AI systems on top of scalable data platforms

Benefits

Comp & perks
  • Health insurance
  • Remote work options

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills & Tools
AIMLLLMsML pipelinesmodel trainingmodel fine-tuningsystem designdata pipelinesreal-time systemsNLP
Soft Skills
mentoringtechnical directionproduct mindsetoperating in ambiguity