About the role
We're looking for an AI Technical Lead to own the architectural backbone of an enterprise AI ecosystem. The ideal candidate brings deep expertise in RAG systems, agentic orchestration, and LLM internals, and can lead a team of developers while keeping the AI stack scalable, secure, transparent, and production-ready.
What You'll Do
Define and evolve end-to-end architecture for RAG pipelines, agent frameworks, and distributed inference systems with a focus on scalability, latency, and output determinism Build custom evaluation harnesses for AI agents, RAG pipelines, and LLM reasoning including domain-specific scoring, adversarial tests, and regression suites Continuously integrate cutting-edge AI methodologies including structured reasoning, tool-use optimization, memory systems, and multi-agent collaboration Design and enforce AI security practices including jailbreak prevention, prompt-injection defense, secure tool use, and zero-trust agent routing Optimize token usage, context windows, and cost-latency trade-offs across AI workloads Establish observability practices including tracing, logging, telemetry, and agent-level debugging Own CI/CD for model updates, containerization, GPU orchestration, and deployment rollout strategies Design guardrails, content-safety policies, and audit and traceability frameworks for regulated deployments Coach and mentor developers on AI security, tokenomics, UX patterns, and safe deployment practices Establish coding standards and architectural guardrails across the AI engineering team
What You Bring
Proven track record delivering production-grade ML/AI systems in a technical lead capacity Strong foundations in vector mathematics, LLM internals, embeddings, agent frameworks, and evaluation science Deep understanding of transformer mechanics, attention patterns, tokenization, and inference optimization Expertise in distributed systems design including load balancing, sharding, concurrency, and high-availability inference clusters Experience with systems-level programming and performance-critical code Strong knowledge of responsible AI and governance practices for regulated deployments Ability to enforce engineering discipline and code quality across a development team
Nice to have
Knowledge of Google GECX frameworks Prior experience in enterprise AI deployments within regulated industries Familiarity with GPU orchestration and large-scale inference optimization
Work setup
Onsite in Brampton, ON 6 to 12 month contract English proficiency required
About J&M Group
At J&M Group, we are the strategic partner for businesses ready to redefine their future. We specialize in delivering integrated, intelligent solutions that drive growth, efficiency, and competitive advantage in a rapidly evolving digital world.
Our expertise is built at the intersection of deep industry knowledge and cutting-edge technology. We help clients navigate complexity, not just by solving today's challenges, but by anticipating tomorrow's opportunities.
Our core service pillars include:
Technology & Digital Transformation: We build the robust, scalable technology foundations—including cloud migration, custom software, and data architecture—that power modern enterprises and enable seamless AI integration.
AI & Intelligent Automation: We turn artificial intelligence into your competitive advantage. Our services range from Generative AI and predictive analytics to process automation, designed to unlock new levels of productivity, personalization, and insight.
Strategic Consulting: We serve as an extension of your leadership team, delivering data-driven strategies for operational excellence, market expansion, and sustainable growth, ensuring your business model is future-proof.
Managed Services: We offer reliable, end-to-end management for your critical IT and business operations. Our AI-enhanced services ensure peak performance, security, and cost-efficiency, allowing you to focus on your core business.
Talent & Resourcing: We bridge the critical skills gap by providing expert talent in AI, data science, and digital transformation, helping you build the agile, high-performing teams needed to execute your vision.
Driven by innovation, integrity, and a commitment to partnership, J&M Group is your single source for transforming ambition into achievement.
Ready to build what's next? Connect with us.
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About the role
We're looking for an AI Technical Lead to own the architectural backbone of an enterprise AI ecosystem. The ideal candidate brings deep expertise in RAG systems, agentic orchestration, and LLM internals, and can lead a team of developers while keeping the AI stack scalable, secure, transparent, and production-ready.
What You'll Do
Define and evolve end-to-end architecture for RAG pipelines, agent frameworks, and distributed inference systems with a focus on scalability, latency, and output determinism Build custom evaluation harnesses for AI agents, RAG pipelines, and LLM reasoning including domain-specific scoring, adversarial tests, and regression suites Continuously integrate cutting-edge AI methodologies including structured reasoning, tool-use optimization, memory systems, and multi-agent collaboration Design and enforce AI security practices including jailbreak prevention, prompt-injection defense, secure tool use, and zero-trust agent routing Optimize token usage, context windows, and cost-latency trade-offs across AI workloads Establish observability practices including tracing, logging, telemetry, and agent-level debugging Own CI/CD for model updates, containerization, GPU orchestration, and deployment rollout strategies Design guardrails, content-safety policies, and audit and traceability frameworks for regulated deployments Coach and mentor developers on AI security, tokenomics, UX patterns, and safe deployment practices Establish coding standards and architectural guardrails across the AI engineering team
What You Bring
Proven track record delivering production-grade ML/AI systems in a technical lead capacity Strong foundations in vector mathematics, LLM internals, embeddings, agent frameworks, and evaluation science Deep understanding of transformer mechanics, attention patterns, tokenization, and inference optimization Expertise in distributed systems design including load balancing, sharding, concurrency, and high-availability inference clusters Experience with systems-level programming and performance-critical code Strong knowledge of responsible AI and governance practices for regulated deployments Ability to enforce engineering discipline and code quality across a development team
Nice to have
Knowledge of Google GECX frameworks Prior experience in enterprise AI deployments within regulated industries Familiarity with GPU orchestration and large-scale inference optimization
Work setup
Onsite in Brampton, ON 6 to 12 month contract English proficiency required
About J&M Group
At J&M Group, we are the strategic partner for businesses ready to redefine their future. We specialize in delivering integrated, intelligent solutions that drive growth, efficiency, and competitive advantage in a rapidly evolving digital world.
Our expertise is built at the intersection of deep industry knowledge and cutting-edge technology. We help clients navigate complexity, not just by solving today's challenges, but by anticipating tomorrow's opportunities.
Our core service pillars include:
Technology & Digital Transformation: We build the robust, scalable technology foundations—including cloud migration, custom software, and data architecture—that power modern enterprises and enable seamless AI integration.
AI & Intelligent Automation: We turn artificial intelligence into your competitive advantage. Our services range from Generative AI and predictive analytics to process automation, designed to unlock new levels of productivity, personalization, and insight.
Strategic Consulting: We serve as an extension of your leadership team, delivering data-driven strategies for operational excellence, market expansion, and sustainable growth, ensuring your business model is future-proof.
Managed Services: We offer reliable, end-to-end management for your critical IT and business operations. Our AI-enhanced services ensure peak performance, security, and cost-efficiency, allowing you to focus on your core business.
Talent & Resourcing: We bridge the critical skills gap by providing expert talent in AI, data science, and digital transformation, helping you build the agile, high-performing teams needed to execute your vision.
Driven by innovation, integrity, and a commitment to partnership, J&M Group is your single source for transforming ambition into achievement.
Ready to build what's next? Connect with us.