Platform Engineer - Databricks & ML Ops

Jarvis Consulting Group; Toronto; On-site; CAD 125,000 - 160,000; Full time

Benefits offered by this job

Flexible paid time off

Professional development support

Comprehensive benefits package

Volunteer opportunities

Job summary

A consulting firm in Toronto is seeking a skilled Platform Engineer specialized in Databricks and ML Operations. The role involves designing CI/CD pipelines, managing resources, and facilitating data workflows on the Databricks platform. Candidates should have over 4 years in data-related roles and a minimum of 2 years hands-on experience with Databricks. This position provides full-time employment and a competitive salary package.

Qualifications

• 4+ years in data-focused roles such as Data Engineer or ML Engineer.
• Minimum 2 years hands-on experience with Databricks.
• Strong understanding of Databricks compute architecture.

Responsibilities

• Build and maintain CI/CD pipelines for ML projects.
• Configure and optimize Databricks compute environments.
• Collaborate with data engineers and ML engineers.

Skills

Databricks

CI/CD development

MLOps best practices

Azure cloud services

Terraform

Tools

Azure Data Factory

Git

MLflow

Job description

Base pay range

CA$125,000.00/yr - CA$160,000.00/yr

Platform Engineer – Databricks & ML Operations

You will join the AI Technology Practice within the Jarvis Technology Advisory Division, supporting enterprise clients in building scalable data and AI platforms.

Role Overview:

We are seeking a Platform Engineer with deep expertise in Databricks and experience enabling ML projects through robust infrastructure and automation. This role focuses on designing and implementing CI/CD pipelines, managing compute resources, and ensuring seamless integration of data and AI workflows on Databricks.

Key Responsibilities:

• Build and maintain CI/CD pipelines for ML projects, including automated testing, data validation, and deployment.
• Configure and optimize Databricks compute environments (serverless, classic compute, Photon, nodes).
• Enable connectivity and access to data for AI/ML pipelines on Databricks.
• Collaborate with data engineers and ML engineers to support end-to-end ML lifecycle.
• Work with Azure services such as Azure Data Factory, Azure Synapse, Azure SQL, Azure Data Lake, and Azure Databricks.
• Understand Infrastructure as Code (IaC) principles; experience with Terraform is a plus.

Requirements:

• 4+ years in data-focused roles (Data Engineer, Platform Engineer, ML Engineer, etc.).
• Minimum 2 years hands-on experience with Databricks, including AI/ML components (Mosaic AI, LLMs, Serverless).
• Strong understanding of Databricks compute architecture and performance optimization.
• Proven experience in CI/CD development, Git-based workflows, and automation for ML lifecycle.
• Familiarity with MLflow and MLOps best practices.
• Experience with Azure cloud services and data platform tools.
• Knowledge of IaC concepts (Terraform experience preferred).

About Us

Jarvis is driven by a bold vision to transform the professional services landscape by setting a new standard for innovation, empowerment, and impactful solutions in data, AI, and technology. Our unwavering dedication is rooted in propelling businesses toward sustained success while making a positive impact on communities. Strategically operating from Toronto and Montreal, Europe, and North Africa, Jarvis extends its services across Canada and the US. Our diverse team comprises expert advisors and forward-thinking technologists who work tirelessly to unlock the full potential of businesses, ensuring the consistent delivery of exceptional results.

Why Join Us?

• Life-Work Balance: We promote life-work balance through our flexible paid time off program, empowering you to take time off when you need to (or want to!).
• Growth Opportunities: As a dynamic, entrepreneurial environment, we offer professional development support and training.
• Comprehensive Benefits & Perks: Besides market-competitive salaries and incentives, employees also have access to a suite of benefits designed to support overall well-being.
• Collaborative Organizational Structure: At Jarvis, your ideas are not just heard but shape the direction of our (and your) journey.
• Community Involvement: Supporting our community is part of our DNA! Employees can participate in volunteer opportunities, community outreach, and charitable initiatives.

What Keeps Us Here?

• Culture and values are integral at Jarvis. Our vision of Equalizing Opportunity and Maximizing Potential enables us to build a diverse and inclusive community. We encourage everyone to bring their authentic selves to work, every day. We reward curiosity and innovative solutions while empowering them to discover endless possibilities.
• Life-work balance defines Jarvis at its core. We believe in team-building activities and strive to bring our teams together whenever possible. Expect to attend events such as quarterly socials, holiday parties, charity events and more casually, in-office/virtual events like lunch & learns, trivia and movie nights, hackathons and many more hosted by Jarvis throughout the year.

Jarvis Consulting Group is committed to developing a barrier-free recruitment process and work environment. We are committed to equality in the workplace and to growing a welcoming and inclusive team. We encourage applications from Indigenous persons, visible minority group members, and people of all sexual orientations and genders, and will consider all qualified applicants without regard to race, colour, religion, gender, gender identity or expression, sexual orientation, national origin, or disability or age. Jarvis is committed to compliance with all fair employment practices regarding citizenship and immigration status.

Accommodations are available on request for candidates taking part in any stage of the selection process. If you are a job seeker who requires assistance, please contact: [e-mail]

Seniority level

• Mid-Senior level

Employment type

• Full-time

Job function

• Information Technology

Industries

• IT Services and IT Consulting

Jarvis Consulting Group is committed to developing a barrier-free recruitment process and work environment. We are committed to equality in the workplace and to growing a welcoming and inclusive team. We encourage applications from Indigenous persons, visible minority group members, and people of all sexual orientations and genders, and will consider all qualified applicants without regard to race, colour, religion, gender, gender identity or expression, sexual orientation, national origin, or disability or age. Jarvis is committed to compliance with all fair employment practices regarding citizenship and immigration status.

Accommodations are available on request for candidates taking part in any stage of the selection process. If you are a job seeker who requires assistance, please contact: [e-mail]