Jobs in Canada

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Added 18 days ago
Pricing Analyst
Aplin
ON
Please note, this role is fully remote (must be based in Alberta or Ontario) and operates on Central Time hours (8 AM – 5 PM CT)
Added 18 days ago
Pricing Analyst
Aplin
AB
Please note, this role is fully remote (must be based in Alberta or Ontario) and operates on Central Time hours (8 AM – 5 PM CT)
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- $80,000 to $90,000 CAD / year
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AI Developer
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Senior Angular Front-End Developer
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New Vehicle Sales Representative - Don Valley North Lexus
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Markham, ON
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O/
Manager, Supply Chain Optimization - Mississauga or Ottawa
OMS / Royal Drugs
Ottawa, ON · Mississauga, ON
- $75,000 to $85,000 CAD / year
Added 18 days ago
O/
Financial Planning and Analysis Manager - Mississauga (Skymark)
OMS / Royal Drugs
Mississauga, ON
- $85,000 to $95,000 CAD / year
Added 18 days ago
O/
Director, Quality Management - Mississauga or Ottawa
OMS / Royal Drugs
Ottawa, ON · Mississauga, ON
- $120,000 to $130,000 CAD / year
Added 18 days ago
Director, Inventory Management (Skymark)
OMS / Royal Drugs
Mississauga, ON

Astra North Infoteck Inc.

Senior Forward Deployed AI Engineer (Python, Data & GenAI)

Toronto, ON, Canada

Apply on astra-north.zohorecruit.ca About employer

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Job details

Experience: 10+ years of experience in data engineering, AI application development, cloud data platforms, and production software engineering.
Posting language: English
Posted: Nov 4, 2026

Original job description

Senior Forward Deployed AI Engineer (Python, Data & GenAI)

The Opportunity

We are looking for a senior Forward Deployed Engineer who combines production-grade software engineering, data engineering, AI application development, and client-facing consulting. You will work closely with business users, subject matter experts, product owners, and engineering teams to understand complex workflows, rapidly validate solutions using real data, remove technical blockers, and own delivery through production launch, stabilization, adoption, and handover.

What You Will Do

Work with subject matter experts, product owners, business users, and engineers to map workflows, users, data, constraints, and decision points.
Agree on the first useful release, measurable success criteria, and a practical roadmap from prototype to production.
Profile unfamiliar data using Python, pandas, PySpark, and SQL to assess coverage, quality, volumes, distributions, edge cases, and feasibility.
Build working solutions using real data and APIs, validate them with users, and iteratively harden them for production.
Design, develop, and deploy enterprise AI and data applications using Python, PySpark, SQL, REST APIs, FastAPI, and cloud data platforms.
Build Claude-powered applications, copilots, and AI workflows using prompt engineering, RAG, vector databases, semantic search, and agentic AI patterns.
Design batch, real-time, and streaming data pipelines and integrations across enterprise systems.
Implement MLOps/LLMOps capabilities, including lifecycle management, CI/CD, MLflow, monitoring, deployment automation, rollback, and production support.
Create evaluation datasets with subject matter experts, measure model and LLM quality, perform structured error analysis, and prioritize improvements.
Resolve data-access, API, identity, network, security, infrastructure, and deployment blockers with technical teams.
Own post-go-live monitoring, incident diagnosis, rollback, stabilization, latency, performance, reliability, and cost optimization.
Measure adoption and business impact using agreed KPIs, then complete structured handover with runbooks, support ownership, and knowledge transfer.

What You Bring

10+ years of experience in data engineering, AI application development, cloud data platforms, and production software engineering.
Strong hands-on expertise in Python, PySpark, SQL, REST APIs, FastAPI, Git, Docker, Kubernetes, Airflow, MLflow, CI/CD, and distributed processing.
Experience with Claude, prompt engineering, RAG, vector databases, semantic search, and agentic AI patterns.
Strong knowledge of ETL/ELT, batch and streaming pipelines, data quality, metadata, lineage, observability, and DataOps.
Experience operationalizing MLOps/LLMOps, including model lifecycle management, automated deployment, monitoring, rollback, and production support.
Knowledge of enterprise cloud services across compute, storage, integration, orchestration, networking, monitoring, security, and cost optimization.
Understanding of IAM/RBAC, encryption, secrets management, privacy controls, auditability, compliance, and secure data access.
Ability to translate business requirements into scalable designs, define non-functional requirements, estimate effort, and drive implementation.
Financial services experience and strong client-facing skills across discovery, rapid prototyping, solution shaping, workshops, and technical presentations.
Bachelor's degree in a relevant discipline. Cloud, Kubernetes, AI engineering, MLOps, data engineering, architecture, or security certifications are preferred.

Apply on astra-north.zohorecruit.ca About employer

More about this job

Responsibilities

The Senior Forward Deployed AI Engineer at Astra North Infoteck will work with business users and engineers to understand workflows, build and validate AI and data solutions, and take them to production. They will also monitor, stabilize and hand over the systems after launch.

Requirements

Candidates need 10+ years in data engineering, AI application development and production software engineering, with strong Python, PySpark, SQL, FastAPI, Docker, Kubernetes, Airflow and MLflow skills. Financial services experience and strong client-facing skills are also required.

Skills

Python
PySpark
SQL
pandas
REST APIs
FastAPI
Git
Docker
Kubernetes
Airflow
MLflow
CI/CD
Claude
prompt engineering
RAG
vector databases
semantic search
agentic AI
ETL/ELT
batch and streaming pipelines
data quality
metadata and lineage
DataOps
MLOps
LLMOps

Keywords

Forward Deployed Engineer
AI Engineer
Python
PySpark
SQL
FastAPI
REST APIs
Claude
RAG
vector databases
semantic search
agentic AI
prompt engineering
MLOps
LLMOps
MLflow
Airflow
Docker
Kubernetes
CI/CD

Seniority

Senior

Tools

Python
PySpark
SQL
FastAPI
Docker
Kubernetes
Airflow
MLflow
Git

Languages

English

Fields of study

relevant discipline

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Work requirements

Jobs in Canada