Slate Auto
Slate Auto
Slate Auto este un producător de automobile care dezvoltă un vehicul electric simplu și personalizabil, conceput să poată fi folosit fie ca pickup, fie ca SUV fastback. Compania vinde direct consumatorilor prin configuratorul online Slate Maker și printr-un model bazat pe rezervări, iar o piață de accesorii le permite proprietarilor să își personalizeze și să își îmbunătățească vehiculele. Abordarea sa combină designul practic, prețul accesibil, opțiunile integrate de încărcare și parteneriatele cu rețele terțe de service și încărcare, pentru a facilita deținerea unui vehicul electric.

AI/ML Engineer - Slate Auto (Remote, Michigan)

Build production generative AI, computer vision, and data systems for Slate Auto’s customizable vehicles. Apply machine learning across manufacturing, supply chain, and physical operations.

Descriere

  • Develop and deliver machine learning features spanning data preparation, model training or fine-tuning, evaluation, deployment, and monitoring.
  • Take ownership of AI/ML capabilities from development through production, improving them with operational feedback.
  • Create retrieval-augmented generation pipelines using commercial LLM APIs and open-source models.
  • Develop reliable prompting approaches and support agent-based workflows.
  • Create data pipelines, annotation processes, and model evaluation frameworks.
  • Use AI to address challenges in manufacturing, supply chain, and physical operations.
  • Develop computer vision and machine learning solutions for inspection, predictive maintenance, sensor data, demand forecasting, inventory planning, supplier risk, and logistics.
  • Partner with Vehicle Engineering, Manufacturing, and Operations to turn business requirements into AI systems with measurable results.
  • Report to the Distinguished Engineer of Generative AI.

Cerințe

  • PhD in a relevant field with equivalent demonstrated depth through project work, research, or professional experience for early-career candidates, or at least 3 years of professional or research experience working directly on ML systems without a PhD.
  • Bachelor’s degree required.
  • Understanding of core machine learning concepts, including model training, loss functions, evaluation metrics, overfitting, and regularization.
  • Practical experience with supervised learning, natural language processing, computer vision, and time-series modeling.
  • Familiarity with LLM APIs such as OpenAI, Anthropic, or Gemini.
  • Basic exposure to retrieval-augmented generation, embeddings, or retrieval systems.
  • Ability to assess model quality rigorously.
  • Proficiency in Python and experience with PyTorch or JAX, Hugging Face, pandas, and scikit-learn.
  • Ability to write production-quality software.
  • Familiarity with AWS, Google Cloud Platform, or Azure.
  • Experience with version control, experiment tracking, and foundational MLOps practices.
  • Evidence of completing an end-to-end project, thesis, or production system.
  • Ability to explain technical decisions to non-technical stakeholders and work directly with stakeholders.
  • Master’s or PhD in a related field preferred.
  • Background or genuine interest in mechanical engineering, electrical engineering, robotics, industrial engineering, or a related physical discipline preferred.
  • Exposure to computer vision, sensor data, or real-time systems preferred.
  • Familiarity with supply chain, logistics, or operations research problems preferred.
  • Experience with simulation environments or physical hardware preferred.

Beneficii

  • Medical insurance
  • Dental insurance
  • Vision insurance
  • Life insurance
  • Disability insurance
  • Vacation
  • 401(k)
  • Eligibility for the equity program
  • Eligibility for a discretionary annual incentive program

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