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Architect AI ML

2 hours, 14 minutes ago
Canada
Full-time
Lead
AI Engineer
Software Development
CI/CD Docker Generative AI Kubeflow Kubernetes Microservices MLflow MLOps Python PyTorch SageMaker Scikit-learn TensorFlow XGBoost
Apply Now
3Pillar Global

3Pillar Global

3Pillar Global is an innovative product development company that builds breakthrough software products to power digital businesses. They offer a range of services including product strategy, management, user experience design, and software engineering ...

Internet Software & Services
1K-5K
Founded 2006
$26M raised
View All Jobs 33

Description

  • Define end-to-end architecture for AI/ML, GenAI, Agentic AI, and MCP systems, including data pipelines, model training and inference, and MLOps.
  • Serve as a strategic advisor to clients by leading solution design discussions and presenting AI/ML architectures in client-facing interactions.
  • Architect scalable solutions using cloud-native AI platforms such as Azure ML, AWS SageMaker, or GCP Vertex AI.
  • Lead integration of Generative AI into enterprise products and features using LLM APIs or open-source models.
  • Design retrieval-augmented generation (RAG) systems using vector databases such as Pinecone, Weaviate, and FAISS.
  • Guide teams on MLOps practices for CI/CD, model versioning, monitoring, and automated retraining.
  • Evaluate build-vs-buy decisions and benchmark AI tools and platforms.
  • Assess emerging AI/ML technologies and recommend adoption strategies aligned with business goals and ethical standards.
  • Mentor technical teams, solution architects, and AI/ML engineers while strengthening internal expertise.
  • Collaborate with leadership and cross-functional teams to identify machine learning opportunities and align strategy with business objectives.

Requirements

  • Master’s degree in Computer Science, Engineering, Mathematics, or a related field; Ph.D. is highly desirable.
  • 15+ years of industry experience in machine learning, data science, AI, and IT services, with a record of delivering impactful projects.
  • Strong understanding of AI architecture patterns such as RAG, Agent AI, MCP-based systems, and prompt orchestration.
  • Deep experience with Python and ML libraries such as scikit-learn, XGBoost, PyTorch, and TensorFlow.
  • Hands-on experience with GenAI APIs such as OpenAI, Claude, and Gemini, plus prompt engineering, embeddings, and fine-tuning.
  • Experience designing enterprise AI systems with MLOps tools such as MLflow, Kubeflow, and SageMaker Pipelines.
  • Familiarity with APIs, microservices, and containerization technologies including Docker and Kubernetes.
  • Experience in data governance, model risk management, and compliance.
  • Strong leadership and communication skills with the ability to influence stakeholders at all levels.
  • Experience with software product development and integrating AI/ML components into products is preferred.
  • Experience working with large datasets in production environments is preferred.
  • Published research in top-tier conferences or journals is a plus.

Benefits

  • 100% company-funded medical and dental coverage for employees and dependents.
  • Unlimited PTO.
  • Company-paid disability and life insurance.
  • Generous parental leave.
  • Fitness offerings and mental health support, including country-dependent mental health plans.
  • Career growth and development opportunities.
  • A comprehensive US benefits package.

Interested in this position?

Apply directly on the company website

Apply Now

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