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Added 14 mins ago
Manager / Senior Manager, AI Model Risk Governance, Standards & Enablement
Manulife
Toronto, ON · Waterloo, ON · Montreal, QC · Halifax, NS
Full-time
Manulife is seeking an experienced Manager / Senior Manager, AI Model Risk Governance, Frameworks & Standards to lead the development and evolution of the enterprise AI Model Risk…
Added 44 mins ago
Contact Centre Agent – Contiki
The Travel Corporation
Toronto, ON
$19.35 CAD / hour
…environment, we invite you to join our high-performing sales team. Here, sales enablement meets purpose - and your success fuels our guests’ unforgettable…
Added 1 hour ago
Senior Director - Chief Developer and AI Adoption
Royal Bank of Canada
Toronto, ON
Full-time
As a Senior Director - Chief Developer and AI Adoption, you will lead a team of Technology & Operations AI Developers who build the next-generation technology that changes how millions of…
Added 2 hours ago
Senior Data Engineer
Precision AI
Calgary, AB
Full-time
This is a hands-on senior individual contributor role reporting to the AI Team Lead. You will not manage people. You will set the technical direction for data at Precision AI and be…
Added 3 hours ago
Senior Manager, Marketing & Communications
Liberty Mutual Canada
Toronto, ON
$130,000 to $170,000 CAD / year
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…diverse perspectives and experiences that we can add to our…
Added 3 hours ago
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Contract
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Added 4 hours ago
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Celestica International LP
Toronto, ON
At Celestica, we Grow together! Join a talented team with the opportunity to grow with us!
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Senior Data Analyst, Data Management IT (12 Month Contract)
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Added 4 hours ago
Technology and AI Manager
Connex Telecommunications Inc.
Hamilton, ON
…improvement of DIT's technology environment. The role will lead the IT team, oversee day-to-day technology operations, deliver infrastructure and development projects, and act as the senior…
Added 4 hours ago
Senior Director - Chief Developer and AI Adoption
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Added 5 hours ago
Project Manager, Sales Enablement & Executive Customer Engagement
Husky Technologies
Bolton, ON
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The CTS Applications, Data & AI team provides architecture leadership, application lifecycle management, business analysis, solution delivery oversight, data and AI enablement, and…
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Added 6 hours ago
Business system analyst -MFA
TekStaff IT Solutions
Toronto, ON
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The Senior Business Analyst for Multifactor Authentication (MFA) Enablement plays a key role in advancing the organization's enterprise security strategy by leading application assessments,…
Added 6 hours ago
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Toronto, ON
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Added 6 hours ago
Environmental Consultant
Dillon Consulting Limited
Guelph, ON · Hamilton, ON · Kingston, ON · London, ON · Toronto, ON · Windsor, ON · Ottawa, ON · Oakville, ON · Kitchener, ON · Chatham-Kent, ON · Chatham, ON · North York, ON
Full-time
We are currently seeking a Senior Environmental Consultant to join our Natural Resource Management team. Our team specializes in protecting and enhancing the natural resources that sustain…
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Sales Enablement Manager - Toronto or Austin
Pigment
Toronto, ON
Full-time
…processes in one intuitive, feature-rich solution, empowering every team - from Finance to HR - to build, adapt, and align strategic plans in real…
Added 7 hours ago
Product Security Lead
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Remote, Canada
$163,000 to $198,000 CAD / year
Full-time · Remote
…digital collisions, we need a highly motivated Product Security Lead to take the wheel. Reporting directly to the Chief Information Security Officer (CISO), you will be the ultimate…
Added 8 hours ago
Sr. Director, Global Scientific Communications Excellence – BioPharmaceuticals Medical (BPM)
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Mississauga, ON · Canada - Mississauga
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Added 8 hours ago
Senior Director, Global Communication
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Added 9 hours ago
Junior Project Manager
TEKsystems
Toronto, ON
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The successful candidate will act as the day-to-day lead on assigned initiatives, ensuring projects remain organized, stakeholders stay aligned, risks are identified early, and deliverables…
Added 11 hours ago
Systems Validation Engineer – Data Center GPU
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Markham, ON
$120,800 to $181,200 USD / year
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Added 11 hours ago
Project Manager, Sales Enablement & Executive Customer Engagement
Husky Technologies
Bolton, ON
Full-time
At Husky TechnologiesTM, our success is based on your success. Our ability to keep our customers in the lead is based on building the strongest team possible.

Precision AI

Senior Data Engineer

Calgary, AB, Canada

Job type: Full-time
Posting language: English
Posted: Sep 22, 2026

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Original job description

Role Overview

This is Precision AI's first dedicated data engineering role. Our AI team trains computer vision models on several hundred terabytes of drone imagery and flight telemetry collected across real growing seasons. That archive lives in S3 as Parquet and imagery, queried with Athena. Every training run depends on tribal knowledge about which prefixes hold which season.

You will build the platform that fixes this. You own how field data gets from the aircraft into a governed, queryable, reproducible asset that our ML engineers can pull training sets from with confidence, and that the business can eventually report on.

This is a hands-on senior individual contributor role reporting to the AI Team Lead. You will not manage people. You will set the technical direction for data at Precision AI and be measured on whether the AI team can move faster because of it.

This hybrid role is based in Calgary and will work from Precision AI’s headquarters 3 days a week.

Key Responsibilities

Data Platform Architecture

Design the lakehouse layer over our existing S3 and Parquet footprint, including table format selection (Iceberg or Delta), partitioning strategy, schema evolution, and a searchable catalogue.
Decide what stays as raw imagery and what becomes a managed table, and document why.

Pipeline Engineering and Orchestration

Stand up orchestration from scratch.
Evaluate and select the tooling (Airflow, Dagster, Prefect, or equivalent), then build batch pipelines that are idempotent, backfillable, and observable.

Field-to-Cloud Ingestion

Build reliable ingestion for drone imagery and telemetry captured in the field, often over poor connectivity.
Handle validation, deduplication, and integrity checks close to capture.

ML Data Enablement

Work directly with AI engineers to turn raw captures into curated, versioned training and evaluation datasets.
Own dataset lineage and versioning so that any model in MLflow can be traced back to the exact data that produced it, two years later. Support annotation workflows and our vector database.

Data Quality and Reliability

Define data contracts, automated tests, and freshness and anomaly monitoring.
Own lineage from raw capture through to the datasets and features that models consume. Establish the data quality standards the team codes against.

Cost and Performance Management

Own S3 storage class lifecycle, file compaction, and Athena scan cost.
At our scale, storage and query layout decisions are the primary cost lever, and we expect you to treat that as an engineering problem rather than a finance one.

Analytics Enablement

As the platform matures, extend it to serve business and product analytics: a modelled warehouse layer, transformation tooling such as dbt, and a semantic layer for reporting.
This is a later phase of the role, not a day-one responsibility, and you will help decide when it becomes the priority.

Engineering Practice

Write production-grade Python.
Use infrastructure as code, containerization, CI/CD, and version control as defaults rather than afterthoughts.
Raise the bar across the AI team through code review and by setting the data engineering standards other engineers build on.

Technical Communication

Communicate design decisions, tradeoffs, and progress clearly to engineers and to non-technical partners.

Relevant Experience

4+ years building and operating production data platforms, with clear ownership of systems you designed rather than only maintained.
Strong Python, with solid software engineering fundamentals: testing, code structure, version control, and code review.
Deep hands-on AWS experience, particularly S3, Athena or equivalent query engines, IAM, and cost management at scale.
Production experience with a workflow orchestrator (Airflow, Dagster, Prefect, Step Functions, or similar).
Advanced SQL and demonstrable data modeling judgment.
Experience with columnar formats and open table formats: Parquet plus Iceberg, Delta, or Hudi.
Track record of designing for reproducibility, including data versioning, lineage, and backfill correctness.
Comfort operating without an existing platform to lean on and the judgment to sequence what gets built first.

Bonus

Geospatial and raster data experience: GeoTIFF, cloud-optimized GeoTIFF, GDAL, tiling, and coordinate reference systems.
Experience supporting computer vision or ML teams, including training dataset curation, annotation pipelines, or feature stores.
Familiarity with MLflow, DVC, LakeFS, or comparable experiment and data versioning tooling.
Distributed processing experience: Spark, Ray, or Dask.
Analytics engineering exposure: dbt, dimensional modelling, BI tooling.
Infrastructure as code: Terraform, CDK, or Pulumi.
Kubernetes.
Agriculture, remote sensing, robotics, or another domain with large sensor-derived datasets.

Education Requirements

Bachelor's or master's degree in computer science, computer engineering, software engineering, and data science.

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More about this job

Responsibilities

You will design and build a scalable data lakehouse platform to manage drone imagery and telemetry for computer vision model training. This involves creating robust ingestion pipelines, ensuring data quality, and enabling efficient dataset versioning for ML engineers.

Requirements

Candidates must have at least 4 years of experience building production data platforms with strong proficiency in Python, AWS, and SQL. Experience with workflow orchestration, columnar data formats, and designing for data reproducibility is essential.

Skills

Python
AWS
S3
Athena
Data Engineering
SQL
Data Modeling
Workflow Orchestration
Airflow
Dagster
Prefect
Parquet
Iceberg
Delta Lake
Data Pipeline
Infrastructure as Code

Visa sponsorship

Not detected in the job text

Keywords

Data Engineering
Python
AWS
S3
Athena
Parquet
Iceberg
Delta Lake
Airflow
Dagster
Prefect
Data Lakehouse
MLOps
Computer Vision
Data Lineage
SQL
Infrastructure as Code
CI/CD
Containerization
Telemetry
Geospatial
Raster Data
MLflow
DVC
Spark
Ray
Dask
dbt
Terraform
Kubernetes

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