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Senior AI Engineer / Applied AI Specialist – Building Enterprise AI Use Cases and Model Development (AWS, ML, GenAI) - Remote
Senior AI Engineer / Applied AI Specialist – Building Enterprise AI Use Cases and Model Development (AWS, ML, GenAI) - RemoteS.i. Systems • Victoria, CA
Senior AI Engineer / Applied AI Specialist – Building Enterprise AI Use Cases and Model Development (AWS, ML, GenAI) - Remote

Senior AI Engineer / Applied AI Specialist – Building Enterprise AI Use Cases and Model Development (AWS, ML, GenAI) - Remote

S.i. Systems • Victoria, CA
2 days ago
Job type
  • Full-time
  • Remote
Job description

Duration : 6 Months to start (high possibility of extension)

Location : Remote (EST Hours Preferred)

Our client is in the early stages of building enterprise AI capabilities and is seeking a Senior AI Engineer / Applied AI Specialist to help design, develop, and scale initial AI and machine learning use cases.

This role is highly hands-on and exploratory. The successful consultant will act as a technical SME, supporting model development, AI agent experimentation, and architectural decision-making while helping guide the team toward a scalable, future-ready AI approach.

The environment is green, making this an ideal role for someone who enjoys shaping direction, working through ambiguity, and building from first principles.

Key Responsibilities

  • Design, build, and deploy AI and ML use cases aligned to business needs
  • Develop and evaluate machine learning models, including experimentation and iteration
  • Support early-stage AI agent development and GenAI use cases
  • Provide technical guidance on AI architecture, tooling, and best practices
  • Collaborate with data engineering and platform teams to ensure AI solutions are production-ready
  • Advise on the selection and use of AI services and platforms as the tech stack evolves
  • Help establish foundational AI development standards, patterns, and workflows
  • Mentor and support team members through knowledge sharing and technical leadership
  • Balance hands-on delivery with advisory input as the AI capability matures
  • Architect workflows, eliminate operational inefficiencies, and rapidly ship automations that unlock leverage across every function.
  • Stay updated with the latest in LLMs, agent orchestration frameworks, and AI tooling

Must-Have Requirements

  • Experience building and shipping Agentic AI / LLM-driven tools & products
  • Build scalable APIs for model access, integration, and service orchestration
  • Proficiency in RAG architectures, including vector stores (e.g., Pinecone, Weaviate), embedding models, and retrieval tuning
  • Hands-on development experience in n8n and complementary no-code / low-code tooling.
  • Senior-level experience in AI / Machine Learning / Data Science
  • Strong background in model development, training, and evaluation
  • Experience building applied AI solutions in real-world environments
  • Hands-on experience with AWS AI / ML services, such as :
  • SageMaker
  • Bedrock
  • Other AWS-native AI services
  • Strong Python experience and familiarity with common ML frameworks
  • Ability to operate effectively in ambiguous, early-stage environments
  • Strong communication skills and ability to influence without direct authority
  • Comfortable acting as both builder and advisor
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    Senior AI Engineer Applied AI Specialist Building Enterprise AI Use Cases and Model Development AWS ML GenAI Remote • Victoria, CA

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