Talent.com
MLOps Engineer
MLOps EngineerPrecision AI Inc. • Calgary, AB, CA
MLOps Engineer

MLOps Engineer

Precision AI Inc. • Calgary, AB, CA
10 days ago
Job type
  • Full-time
Job description

Role Overview

The MLOpsEngineer at Precision AI is responsible for operationalizing machine learning systems end-to-end, from model packaging and deployment to monitoring, reliability, and lifecycle management in production.

This role focuses on building robust, automated ML infrastructure that enables our AI teams to deploy, version, monitor, and continuously improve models used in real-world agricultural operations. You’ll work closely with AI / ML researchers, robotics engineers, and embedded systems teams to ensure models move smoothly from experimentation into reliable production systems.

While this is a core MLOps role, Precision AI operates in a physical, edge‑deployed environment (UAVs and field hardware), so some responsibilities extend beyond typical cloud‑only MLOps work.

This role is hybrid out of our Calgary office due to hands‑on system integration and testing requirements.

Key Responsibilities

ML Platform & Deployment

  • Design, build, and maintain automated pipelines for model packaging, validation, and deployment
  • Operationalize ML models for production APIs and services
  • Support deployment targets across cloud, on‑prem, and edge environments
  • Implement CI / CD workflows for ML systems, including automated testing and release processes
  • Manage model promotion across environments (dev, staging, production)

Reliability, Monitoring & Governance

  • Build and maintain model monitoring for performance, latency, failures, and drift
  • Implement logging, alerting, and observability using tools such as CloudWatch or equivalent
  • Manage model versioning, metadata, and registries
  • Ensure reproducibility and auditability across datasets, training runs, and deployments
  • Define and enforce MLOps best practices across teams
  • Data & Pipeline Management

  • Support data ingestion, validation, and dataset versioning workflows
  • Ensure training and evaluation datasets are properly registered and traceable
  • Collaborate with ML teams to improve data quality, lineage, and lifecycle management
  • AI and Computer Vision Expertise

  • Work effectively with common computer vision tasks such as image classification, object detection, segmentation, and tracking.
  • Understand model training principles, including data preprocessing, augmentation, loss functions, evaluation metrics, and overfitting / underfitting trade‑offs.
  • Collaborate with ML researchers and engineers to translate model requirements into production‑ready systems.
  • Edge & Performance‑Aware Operations

  • Support deployment of ML models to resource‑constrained environments, including UAV‑based systems
  • Assist with optimizing and compiling AI models for edge devices (e.g., Jetson Orin) and mobile platforms, focusing on latency, throughput, and memory efficiency.
  • Collaborate with engineering teams on operational considerations for edge inference
  • Relevant Experience

  • 3+ years of experience in MLOps, ML platform engineering, or production ML systems
  • Experience deploying and operating ML models in production environments
  • Strong background in Python and ML tooling ecosystems
  • Hands‑on experience with containerization and orchestration (e.g., Docker, Kubernetes)
  • Familiarity with AWS services for deployment, monitoring, and infrastructure
  • Experience implementing testing, monitoring, and alerting for ML systems
  • Experience building or supporting scalable data pipelines
  • What You Bring

  • Strong understanding of MLOps principles : automation, reliability, observability, and reproducibility
  • Experience bridging ML research and production engineering
  • Comfort working cross‑functionally with ML, software, and systems teams
  • Pragmatic mindset focused on operational stability and continuous improvement
  • Ability to operate in environments where software meets physical systems
  • Bonus

  • Experience with UAVs or other autonomous systems.
  • Background in agricultural technology or edge AI applications.
  • #J-18808-Ljbffr

    Create a job alert for this search

    MLOps Engineer • Calgary, AB, CA

    Similar jobs
    Methods Engineer

    Methods Engineer

    GAL AeroStaff • Calgary, AB, Canada
    Full-time
    Canadian aerospace company specializing in delivering high-quality technical and operational services to the aviation industry. Our expertise includes aircraft interior, structural, manufacturing, a...Show more
    Last updated: 30+ days ago • Promoted
    Hvac Engineer

    Hvac Engineer

    Actalent • Calgary, AB, Canada
    Full-time
    We are seeking a highly skilled HVAC Engineer to design and develop HVAC systems specifically for industrial buildings such as pump houses and process facilities related to oilsands development.You...Show more
    Last updated: 11 days ago • Promoted
    Cloud Cost Engineer / DevOps Engineer

    Cloud Cost Engineer / DevOps Engineer

    Targeted Talent • Calgary, AB, Canada
    Full-time
    You will be part of a engineering department responsible for diving the global commercial availability.This is a technical, multi-cloud environment, seeing thousands of changes a week.The team focu...Show more
    Last updated: 30+ days ago • Promoted
    Senior Completions Engineer (Contractor)

    Senior Completions Engineer (Contractor)

    Sinopec Canada Energy Ltd. • Calgary, AB, Canada
    Full-time
    Sinopec Canada is a wholly owned subsidiary of a major International upstream oil and gas company, Sinopec International Petroleum Exploration and Production Corporation (SIPC), headquartered in Be...Show more
    Last updated: 30+ days ago • Promoted
    Platform Engineer

    Platform Engineer

    Wagepoint • Calgary, Alberta, CA
    Full-time
    Quick Apply
    Wagepoint is a small-but-mighty fintech on a mission to make payroll simple (and maybe even delightful).Our online software takes care of the “ugh” stuff — like wage calculations and tax reporting ...Show more
    Last updated: 30+ days ago
    Software Engineer, Full Stack

    Software Engineer, Full Stack

    Basetwo • Calgary, AB, CA
    Remote
    Full-time
    Quick Apply
    We’re on a mission to make manufacturing more resilient.Basetwo provides manufacturing engineers with a low code AI platform that helps them troubleshoot and optimize their production processes to ...Show more
    Last updated: 12 days ago
    Machine Learning Software Developer (2025-044)

    Machine Learning Software Developer (2025-044)

    Circle Cardiovascular Imaging • Calgary, AB, Canada
    Full-time
    Circle Cardiovascular Imaging (Circle) designs, builds, and implements the best-in-class cardiovascular Magnetic Resonance Imaging solutions. At the heart of everything we do is our unrelenting driv...Show more
    Last updated: 30+ days ago • Promoted
    Staff Engineer, Developer Experience (DevEx)

    Staff Engineer, Developer Experience (DevEx)

    Helcim • Calgary, AB, Canada
    Full-time
    Helcim was founded with a mission at heart : to be the worlds most loved payment system.We believe that by offering small businesses in North America a decidedly human payment solution where it is e...Show more
    Last updated: 4 days ago • Promoted
    Engineer Lead (Process) - Cryogenic LPG / NGL Recovery

    Engineer Lead (Process) - Cryogenic LPG / NGL Recovery

    Propak Systems Ltd. • Airdrie, AB, Canada
    Full-time
    In this position, Propak can offer the following career development opportunities : .Work on a variety of gas processing and heavy oil projects for domestic and international clients.The scope of the...Show more
    Last updated: 30+ days ago • Promoted
    DevOps Engineer

    DevOps Engineer

    NDAX Canada Inc. • Calgary, AB, Canada
    Full-time
    As one of Canada’s largest and fastest growing cryptocurrency trading platforms, NDAX has set the bar high for the country’s fintech industry and is constantly leading the way in terms ...Show more
    Last updated: 30+ days ago • Promoted
    Field / Commissioning Process Engineer

    Field / Commissioning Process Engineer

    Propak Systems Ltd. • Airdrie, AB, Canada
    Full-time
    In this position, Propak can offer the following career development opportunities : .Work on a variety of oil and gas projects for domestic and international clients. The scope of the projects will va...Show more
    Last updated: 30+ days ago • Promoted
    Lead Mechanical Engineer

    Lead Mechanical Engineer

    Vista Projects Limited • Calgary, AB, CA
    Full-time
    Quick Apply
    What Vista Does Vista Projects is an integrated industrial engineering firm that helps clients navigate the digital transformation of their projects and operations. Our proven project execution proc...Show more
    Last updated: 30+ days ago
    Mechanical Engineer-In-Training

    Mechanical Engineer-In-Training

    Vista Projects Limited • Calgary, AB, Canada
    Full-time
    Vista Projects is an integrated industrial engineering firm that helps clients.Our proven project execution process is based on a “single source of truth” model that eliminates the pote...Show more
    Last updated: 30+ days ago • Promoted
    DevOps Engineer

    DevOps Engineer

    Ndax Canada Inc. • Calgary, AB, CA
    Full-time
    Quick Apply
    As one of Canada’s largest and fastest growing cryptocurrency trading platforms, NDAX has set the bar high for the country’s fintech industry and is constantly leading the way in terms of security ...Show more
    Last updated: 30+ days ago
    Software Engineer, macOS Core Product - Calgary, Canada

    Software Engineer, macOS Core Product - Calgary, Canada

    Speechify • Calgary, AB, Canada
    Full-time
    At Speechify, our mission is to ensure.Speechify's text-to-speech products—including apps on iOS, Android, macOS, Chrome, and web—to listen to PDFs, books, docs, and web content fas...Show more
    Last updated: 11 days ago • Promoted
    Cloud DevOps Engineer

    Cloud DevOps Engineer

    Targeted Talent • Calgary, AB, Canada
    Permanent
    We are looking for an experienced.This is a permanent position that is remote to start with later relocation to.Our client is a global enterprise company with a product that you've likely used....Show more
    Last updated: 30+ days ago • Promoted
    Remote C# Software Engineer - AI Trainer

    Remote C# Software Engineer - AI Trainer

    SuperAnnotate • Okotoks, Alberta, CA
    Remote
    Full-time
    This is an hourly-paid, fully remote contractor role where you will review AI-generated responses and / or generate C# / . NET engineering content, evaluating reasoning quality and step-by-step problem-...Show more
    Last updated: 8 days ago
    Intermediate Structural Engineer

    Intermediate Structural Engineer

    TWD Technologies Ltd. • Edmonton, Calgary, AB, CA
    Full-time
    Quick Apply
    Intermediate STructural Engineer – Join a Team That Puts People First At TWD , we know the secret to success isn’t just technical skill, it’s the people behind it.That’s why...Show more
    Last updated: 30+ days ago