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Machine Learning Platform & Infrastructure Engineer

AGI, Inc.San Francisco Office
On-site Full-time

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Experience Level

Experience

Qualifications

Qualifications:Proficiency in machine learning frameworks and CI/CD processes. Experience with performance monitoring tools and evaluation frameworks. Strong programming skills in Python and familiarity with SDKs and APIs. Excellent problem-solving abilities and a collaborative mindset.

About the job

Innovate Boldly. Shape Tomorrow.

Our Vision

Crafting everyday AGI. Reliable, consumer-friendly agents that transform human-AI synergy for millions. Our software is designed to act as a collaborator, enhancing your daily capabilities.

Why Choose AGI, Inc.?

We are a discreet collective of exceptional founders and AI pioneers, whose expertise spans Stanford, OpenAI, and DeepMind. Our team leads the way in mobile and computer-based agents, scaling these innovations for consumer use.

With a foundation rooted in extensive research on agents, our AI prioritizes trustworthiness and reliability as fundamental principles.

Backed by top-tier investors who previously supported the first wave of AI leaders, we are now positioned to create the next generation: everyday AGI. (Check out the demo)

If you envision possibilities where others perceive restrictions, continue reading.

Your Role

Training Automation: Design and execute robust CI/CD pipelines tailored for machine learning workflows. Automate nightly and on-demand training sessions encompassing data ingestion, job orchestration, checkpointing, and artifact management, with a focus on reliability.

Evaluation Infrastructure: Develop scalable evaluation frameworks that automatically benchmark models with each merge. Enhance latency and resource efficiency to ensure quick experimentation and immediate detection of performance regressions.

Research Tooling: Create internal SDKs, CLIs, and lightweight UIs (e.g., Streamlit, Retool) empowering researchers to:

  • Examine trajectories and traces

  • Visualize model failures

  • Organize and oversee datasets

  • Iterate seamlessly

You'll facilitate a user-friendly experimentation process.

Observability & Performance: Enforce comprehensive tracking for:

  • Model latency, throughput, and error rates

  • GPU utilization, and more.

About AGI, Inc.

AGI, Inc. is a pioneering tech company focused on developing everyday AGI solutions that enhance human capabilities. Our team consists of elite researchers and founders from renowned institutions, dedicated to building trustworthy AI agents for consumer use.

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