Principal Consultant, GenAI

Lovelytics; Toronto; On-site; CAD 120,000 - 190,000; Full time

Job summary

Lovelytics seeks a Principal Gen AI Consultant to lead end-to-end GenAI and Agentic AI engagements on the Databricks platform. You will translate client needs into production-ready architectures, guide technical directions, and ensure scalable, high-quality solutions.

Ideal candidates have 5–7 years in data/ML/AI with hands-on GenAI, strong Python skills, and experience delivering client-facing projects; prior consulting is a plus. This role requires on-site work in Toronto.

Qualifications

• 5–7 years of technology experience in data, ML, AI, cloud, or software engineering.

Responsibilities

• Lead end-to-end delivery of GenAI and Agentic AI solutions on Databricks, through production deployment.
• Own client engagements with oversight from Architects/Directors; make key technical decisions across agents, LLMs, evaluation, governance, observability, and integration patterns.
• Lead technical workstreams and provide day-to-day direction to Senior/Lead Engineers and Consultants.
• Serve as a trusted technical advisor to client stakeholders, translating business requirements into pragmatic AI solutions and communicating architecture tradeoffs.
• Ensure solutions meet high standards for quality, scalability, security, maintainability, governance, and production readiness.
• Mentor junior team members and contribute reusable patterns, accelerators, and best practices to the GenAI practice.

Skills

Python

Client-facing consulting

Leadership & mentoring

Communication & presentation

Problem-solving

Ability to work in ambiguity

Education

B.S. in Computer Science or equivalent

Tools

Databricks

Mosaic AI

Model Serving

MLflow

Unity Catalog

Vector Search

Lakehouse architecture

Job description

Founded in 2017, Lovelytics has helped some of the most complex enterprises across industries such as Energy & Utilities, Media & Entertainment, Manufacturing and Retail & CPG, modernize their data and put AI to work, not in a deck, but in production. We move fast, stay close to the cutting edge, and care more about outcomes than optics.

Our work spans the full data and AI lifecycle: Data Strategy & Advisory, Data Engineering, Analytics & Visualization, Generative AI & ML, and Cloud Migration & Modernization — all delivered on Databricks, with deep partnerships across AWS, Azure, and GCP. To date, we've delivered over $2B in business value for Fortune 500 clients.

In the last year, Lovelytics has grown from 85 to 500+ people across the Americas, all while keeping the technically excellent, low-ego culture that makes the work worth doing, earning us a Best Places to Work recognition and a spot among Databricks' top partners.

Lovelytics is seeking a Principal Gen AI Consultant with hands‑on experience delivering client‑facing projects in the Generative AI domain, particularly on the Databricks platform. As part of our growing AI & GenAI practice, this role offers an exciting opportunity to design and deploy state‑of‑the‑art solutions that combine language models, vector databases, and cutting‑edge orchestration frameworks.

We’re looking for a GenAI Engineer who’s already taken GenAI from concept to production on Databricks. Joining our GenAI practice means you’ll design and deploy solutions that work in the real world: RAG pipelines, LLM orchestration, vector search, AI agents and the architecture decisions that make all of it scale. This isn't a research role, it's for practitioners who've worked with clients, understood their problem, and built something to solve it. If you're energized by the pace of this space and want to work alongside people who take data and AI seriously, we'd love to talk.

Note: This position is not eligible for work sponsorship at this time.

Primary Responsibilities:

• Lead end-to-end delivery of smaller GenAI and Agentic AI solutions on Databricks, through production deployment.
• With oversight of our Architects or Directors, own for client engagements, including key technical decisions across agents, LLMs, Compound AI, evaluation, governance, observability, and integration patterns.
• Lead technical workstreams and provide day-to-day technical direction to Senior/Lead Engineers and Consultants.
• Serve as a trusted technical advisor to client stakeholders, translating business requirements into pragmatic AI solutions and clearly communicating architecture and tradeoffs.
• Ensure solutions meet high standards for quality, scalability, security, maintainability, governance, and production readiness.
• Mentor junior team members and contribute reusable patterns, accelerators, and best practices to the GenAI practice.

Required Skills and Experience:

• Strong hands‑on experience building and deploying production GenAI solutions, including LLM applications, AI agents, tool calling, orchestration, and Compound AI systems.
• Strong Databricks experience across relevant capabilities such as Mosaic AI, Model Serving, MLflow, Unity Catalog, Vector Search, Databricks Apps, and Lakehouse architecture.
• Strong Python and software engineering skills, including APIs, testing, CI/CD, deployment, and integration patterns.
• Experience with GenAI evaluation, prompt engineering/optimization, guardrails, monitoring, observability, and LLMOps.
• Working knowledge of classical ML, data engineering, and analytics and how they integrate with GenAI solutions.
• Strong client‑facing consulting, communication, and presentation skills.
• Strong problem‑solving skills and ability to operate effectively when requirements are ambiguous or evolving.
• Demonstrated technical leadership and ability to mentor and guide Senior/Lead resources.
• Ability to explain complex technical concepts clearly to both technical and business stakeholders.

Our Ideal Candidate's Skills and Experiences:

• B.S. in Computer Science or equivalent technical field.
• 5-7 years of technology experience with significant experience in data, ML, AI, cloud, or software engineering.
• Demonstrated ~2 years of hands‑on GenAI/LLM experience, preferably including multiple production implementations.
• Proven experience leading technical workstreams or end‑to‑end solution delivery.
• Prior consulting or professional services experience strongly preferred.
• Formal people‑management experience is not required, but technical leadership and mentoring experience is expected.

What We Promise You:

• Meaningful, cutting‑edge projects in Generative AI with clients across industries—from Fortune 100 firms to disruptive startups.
• Rapid learning and mentorship opportunities with AI/GenAI thought leaders and practitioners.
• A culture of experimentation, innovation, and continuous improvement.
• Opportunity to be a conference speaker, blogger, writer.
• A diverse, inclusive team and one of the best GenAI teams, where your voice, ideas, and contributions are highly valued.

Lovelytics is an Equal Opportunity Employer. This means you don’t have to worry about whether your application process will be fair. We consider all applicants without regard to race, color, religion, age, ancestry, ethnicity, gender, gender identity, gender expression, sexual orientation, veteran status, or disability.