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Vrestem LLC Verified
Business Services, Holding Company

Forward Deployed AI Engineer

San Francisco, California, United StatesHybridFull TimePosted 5 days ago

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Role Overview

As an FDAE at Vrestem, you are the technical face of the company. You will take our proprietary AI infrastructure and deploy it directly into client environments. You are a "full-stack" problem solver who can write production-grade Python, fine-tune models, and architect RAG pipelines on the fly to meet specific business needs.

Key Responsibilities

  • Rapid Integration: Architect and deploy Vrestem’s AI infrastructure within complex, enterprise-scale environments.
  • Custom Fine-Tuning: Fine-tune open-source LLMs (Llama, Mistral) on client-specific data to solve niche industry problems.
  • RAG Optimization: Build and optimize Retrieval-Augmented Generation (RAG) pipelines to minimize hallucinations and maximize accuracy.
  • Technical Diplomacy: Act as the primary technical point of contact for client stakeholders, translating business requirements into engineering reality.
  • Feedback Loop: Feed real-world edge cases back to our core product team to improve our base infrastructure.

Required Qualifications

  • Experience: 6+ years in Software Engineering with a focus on Python, Kubernetes, and Cloud Infra.
  • AI Stack: Proficiency in PyTorch, LangChain/LlamaIndex, and Vector Databases (Pinecone/Milvus).
  • DevOps Mindset: Strong understanding of GPU orchestration and containerized deployments.
  • Versatility: Ability to bridge the gap between technical architecture and business value for executive stakeholders.

Nice to have :)

  • Previous experience in a "Founding Engineer" or "Solutions Architect" role.
  • Strong presence in the developer community (GitHub, LinkedIn, or Technical Blogs).

Compensation & Benefits

  • Competitive USD Salary: A base salary paid in USD, with performance-based annual bonuses.
  • Comprehensive Health Care: Full medical, dental, and vision insurance coverage for you and your immediate dependents.
  • Premium Tech Kit: We provide the latest MacBook Pro, along with 4K monitors and ergonomic peripherals of your choice.

Home Office & Infrastructure Stipend:

  • Setup Bonus: A one-time $1,000 allowance to perfect your home office.
  • Utility Support: Monthly reimbursement for high-speed fiber internet and a portion of your electricity/power costs.
  • Uninterrupted Productivity: Reimbursement for high-capacity UPS (Uninterruptible Power Supply) or portable power stations to ensure 100% uptime during local power outages.
  • Professional Growth: An annual $2,500 budget for AI certifications, conferences, and technical workshops.
  • Flexible PTO: Unlimited paid time off with a "minimum 3-week" requirement to ensure you actually recharge.
  • Wellness & Fitness: Monthly stipend for gym memberships, mental health apps (Calm/Headspace), or sports equipment.
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