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Founding Staff ML / AI Engineer
Founding Staff ML / AI EngineerAdvantra Consulting Group • San Francisco, CA, United States
Founding Staff ML / AI Engineer

Founding Staff ML / AI Engineer

Advantra Consulting Group • San Francisco, CA, United States
3 days ago
Job type
  • Full-time
  • Quick Apply
Job description

Role : Founding Staff ML / AI Engineer

Location : San Francisco, CA.

Hybrid. Full time.

About the job :

Advantra is partnering with a Series A AI software startup in San Francisco to hire a Founding Staff ML / AI Engineer to build and scale AI systems that automate retail brand operations.

About the role :

You will design and implement AI and ML systems that help brands automate accounting, planning, and retail operations. You will build LLM-based agents, predictive models, and anomaly detection systems that power real-world retail decisions. You will work closely with product and engineering teams to translate AI capabilities into usable software for large-scale retail brands.

Responsibilities :

  • Build agentic systems that retrieve and process data from legacy and modern systems.
  • Develop NLP and LLM pipelines to extract insights from complex documents.
  • Design predictive models for brand sales forecasting.
  • Implement anomaly detection models to optimize retail operations.
  • Create recommendation systems for promotions and marketing strategies.
  • Collaborate with product and engineering teams to integrate AI models into software.
  • Establish ML best practices for development, testing, and deployment.
  • Mentor and guide junior engineers on AI and ML projects.
  • Evaluate and implement new AI technologies and frameworks.

Core requirements :

  • 5+ years of applied AI / ML experience in production environments.
  • Proven experience building ML systems in a startup or fast-paced environment.
  • Experience fine-tuning LLMs such as LLaMA or GPT.
  • Hands-on experience designing AI prompt workflows.
  • Strong understanding of ML system design and engineering best practices.
  • Proficiency in Python and relevant ML frameworks (PyTorch, TensorFlow, JAX).
  • Experience with data pipelines, feature engineering, and model deployment.
  • Ability to bridge AI capabilities with real-world product requirements.
  • Track record of shipping AI / ML features used by end-users.
  • Strong problem-solving skills and independent project ownership.
  • Nice to have :

  • Experience with AI agents or autonomous systems.
  • Familiarity with retail or brand operations software.
  • Knowledge of cloud ML services (AWS SageMaker, GCP Vertex AI).
  • Experience with advanced recommendation systems.
  • Understanding of multi-modal AI (text, images, structured data).
  • How to apply :

    Email careers@theadvantra.com with links to shipped work and a short note on what you owned. Company name shared after the intro.

  • About Us;
  • Advantra-Upstart Crew is a search program inside Advantra Consulting. We partner with early stage and high growth startups to hire the top 2% in Tech and GTM. We run end to end searches, from single role headhunts to full team build outs, using domain experts and a vetted network to deliver tight shortlists. We stay close to founders and candidates so the relationship lasts beyond the first hire.

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