Accomplished Tech Visionary Embark on an exciting journey into the realm of software development with 3Pillar AI Lead / Architect Accomplished Tech Visionary Embark on an exciting journey into the realm of software development with 3Pillar Define end-to-end architecture for AI/ML and Gen AI, Agentic AI, MCP systems including data pipelines, model training/inference, and MLOps. Serve as a strategic advisor / consultant to clients, leading solution design discussions, presenting AI/ML architectures, and representing 3Pillar in client-facing interactions to drive innovation and business value. Architect scalable solutions using cloud-native AI tools (Azure ML, AWS SageMaker, or GCP Vertex AI). Lead the integration of Generative AI into components / features leveraging LLMs into enterprise applications using APIs (OpenAI, Gemini, Claude and others) or open source models like LLama. Design retrieval-augmented generation (RAG) systems with vector databases (Pinecone, Weaviate, FAISS and similar). Guide teams on MLOps frameworks for CI/CD, model versioning, monitoring, and automated retraining. Evaluate build-vs-buy decisions and benchmark AI tools/platforms. Evaluate emerging technologies and trends in AI, ML, Gen AI, Agentic AI space and recommend adoption strategies. Mentor technical teams and guide solution architects, AI/ML engineers. Ensure ethical and responsible AI practices including bias detection, interpretability, and governance. Collaborate with leadership to align machine learning strategies with overall business objectives.



Drive cross-functional collaboration to identify opportunities for applying machine learning to business challenges. Assess clients’ current AI-enabled SDLC (code repositories, ticketing, AI tooling), establish a baseline, and deliver findings with a prioritised improvement backlog. Build and tune MCP servers and connectors, and add guardrails and human approval gates for AI-generated changes. Master’s degree in Computer Science, Engineering, Mathematics, or a related field with 15+ years of industry experience with strong IT services background in machine learning, data science, AI, with a track record of delivering impactful projects; Strong grasp of AI architecture patterns (RAG, Agent AI, MCP based systems, prompt orchestration). Deep experience with Python, ML libraries (scikit-learn, XGBoost, PyTorch, TensorFlow). Hands-on with Gen AI APIs (OpenAI, Claude, Gemini), prompt engineering, embeddings, and fine-tuning. Hands-on experience integrating AI coding assistants (e.g., Platform engineering experience with GitHub and Jira (CI/CD pipelines, branch protection, security scanning, workflow APIs). Experience designing enterprise AI systems with MLOps (MLflow, Kubeflow, SageMaker Pipelines). Experience in Data Governance,



Model Risk Management, and compliance. Extensive knowledge of machine learning theory, algorithms, and methodologies. Knowledge of C/C++, Oracle Ability to read and navigate large C/C++ codebases; knowledge of Oracle. Managed LLM platforms and gateways (e.g., AWS Bedrock, Azure OpenAI) for provider-agnostic model access. Code intelligence for large legacy codebases (e.g., knowledge graphs, AST parsing, C/C++). Good undertaking of Software Product Development and how to integrate AI ML components into a software product. Imagine a flexible work environment – whether it's the office, your home, or a blend of both. From interviews to onboarding, we embody a remote-first approach. You will be part of a global team, learning from top talent around the world and across cultures, speaking English everyday. Whether it is taking advantage of fitness offerings, mental health plans (country-dependent), or simply leveraging generous time off, we want all of our team members operating at their best. Our qualified services model enables us to accelerate career growth and development opportunities
- across projects, offerings, and industries. It goes without saying that we live by values like Intrinsic Dignity and Open Collaboration to create cutting-edge technology AND reinforce our commitment to diversity
- globally and locally. Join us and be a part of a global tech community Check out our Linkedin site and Careers page to learn more about what it’s like to be part of our #oneteam #

📌 AWS Architect Leader (Montreal)
🏢 3Pillar
📍 Montreal