GrepJob
Orum

Staff Applied AI Engineer

Orum
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1 day ago

Responsibilities

  • 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 organization.
  • 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

  • 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.

Tech Stack

ClickHouseGoogle BigQuery

Categories

AI & MLData Engineering