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Added 2 days ago
MM
Senior Forward Deployed Engineer
Mitchell Martin Inc.
Mississauga, ON
- $73 to $78 CAD / hour
- Other
Senior Forward Deployed Engineer -Mississauga, ON Hybrid - Contract -$73.00-$78.00 per Hr
Added 2 days ago
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Senior Consultant, ML/AI Engineer, Data & AI
Toast
Vancouver, BC
- $77,000 to $102,000 USD / year
- Full-time
…professionals across the country, for a Senior Consultant, ML/AI Engineer to join its Data & AI practice in Vancouver. The firm helps some of Canada’s largest organizations solve complex…
Added 2 days ago
MM
Senior Forward Deployed Engineer
Mitchell Martin Inc.
Mississauga, ON
- $62 to $67 CAD / hour
- Other
Senior Forward Deployed Engineer - Mississauga,ON Hybrid - Contract - $62.00-$67.00 Per Hr
Added 2 days ago
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Forward Deployed Engineer
LinkedAi
Winnipeg, MB
- Full-time
Role Description The Forward Deployed Engineer is a full-time, hybrid role based in Winnipeg, MB, with flexibility for partial work from home. In this position, you will work directly with…
Added 2 days ago
Senior Network Development Engineer
NetBrain
Toronto, ON
We are looking for a Senior Network Development Engineer to own the engineering behind the correctness, coverage, and reliability of these resources. This role will design and build the…
Added 2 days ago
Data Engineer, Amazon Prime
Amazon
Vancouver, BC
- Experience as a data engineer or related specialty (e.g., software engineer, business intelligence engineer, data scientist) with a track record of manipulating, processing, and…
Added 2 days ago
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Ingénieur de plateforme Databricks / Databricks platform engineer (Montréal)
Avanquest
Montreal, QC
- Full-time
Added 2 days ago
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DevOps Engineer
INVOKE
Montreal, QC
- Full-time
We're looking for a DevOps engineer to help run and improve our setup on AWS. You'll work side by side with our developers to get code out smoothly, keep things running, and jump in when…
Added 2 days ago
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Data Analyst III
Agilus Work Solutions
Calgary, AB
- Contract
…modern analytics platforms (e.g., Databricks), advanced coding (Python, SQL,…
Added 2 days ago
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AWS SageMaker Engineer
Pacer Group
Toronto, ON
- $50 to $53 CAD / hour
- Contract
Job Title: Senior AWS SageMaker / MLOps Engineer
Added 2 days ago
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AI Engineer
Siri InfoSolutions, Inc.
ON · Ontario, Canada
- Full-time
Design, build, and deploy Python-based AI/LLM applications using FastAPI/Flask.
Added 2 days ago
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Lead Software Engineer, Full-Stack Applications - AI Fluent
Fitch Ratings
Toronto, ON
- $180,000 to $220,000 CAD / year
- Full-time
Lead Software Engineer, Full-Stack Applications – AI Fluent
Added 2 days ago
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ETL QA
Kumaran Systems
Toronto, ON
- Full-time
We are looking for an ETL QA Engineer with strong experience in
Added 2 days ago
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Agentic AI Architect
Tiger Analytics Inc.
Remote, Canada
- Remote
Development Skills: Strong production-grade programming skills in Python (preferred), TypeScript, or Java, along with experience in CI/CD pipelines for AI (LLMOps).
Added 2 days ago
Sr. Engineer, Mixed Signal ASIC Systems
SiTime Corporation
Ottawa, ON
As a Systems Engineer we are the first in line to work on brand new devices from Silicon Designers before they get into the hands of customers. The devices that SiTime Canada works on are…
Added 2 days ago
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Gen AI Developer
J&M Group
Mississauga, ON
- Contract
We are looking for a GenAI Developer with strong Python, Microservices, Prompt Engineering, LangChain, LangGraph, and AI Agent development.
Added 2 days ago
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Lead Data Engineer
CGI
Halifax, NS
- Full-time
The Sr/Lead Data Engineer is someone who has the skills to lead the engineering team, including strong communication skills and ability to be self sufficient
Added 2 days ago
Full Stack Software Engineer - AI Agents
Blanc Labs
Toronto, ON
We’re looking for a Software Engineer who wants to build across the whole stack (backend services, web interfaces, and the AI agents themselves) and gets energy from solving hard problems…
Added 2 days ago
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Senior Full Stack Engineer - Java / AI
Rose International
Mississauga, ON
- Full-time
Join a dynamic Front Office Technology team as a Senior Software Engineer (Java / AI), helping build the future of financial technology.
Added 2 days ago
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Senior Advisor Analytics
Manpower
Calgary, AB
- Contract
…modern analytics platforms (e.g., Databricks), advanced coding (Python, SQL, VBA), and Copilot-based agents to scale insight generation, scenario modeling, and decision support across the…
Added 2 days ago
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Applied AI Engineer
Luxoft
Canada
- Full-time
…into 2028. Our stack: Ruby on Rails, Node.js/TypeScript and Python services, PostgreSQL, Snowflake and AWS. We're looking for an applied AI engineer to build AI with real, measurable…
Added 2 days ago
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Senior Quality Assurance Engineer
FireFlink
Toronto, ON
- Full-time
The QA Engineer III will be responsible for leading and executing functional quality assurance activities for complex banking and financial applications. The role requires strong hands-on…
Added 2 days ago
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Lead Cloud Software Developer - (AWS / AI / Real Time Payment Systems)
BMO
Toronto, ON · BMOPLACE
- Full-time
We are seeking an experienced Lead Cloud Software Developer to design, build, and support secure, scalable, highly available, and resilient real-time payment systems. The ideal candidate…
Added 2 days ago
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Gen AI Engineer
Apptoza Inc.
Toronto, ON
- Contract
Programming & Full Stack: Python, NumPy, Pandas, Matplotlib, Boto3, React, Next.js, TypeScript/JavaScript.
Added 2 days ago
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Forward Deployed Engineer
Apptoza Inc.
Toronto, ON
- Contract
Role : Forward Deployed Engineer (Python/PySpark Developer)

Apptoza Inc.

Forward Deployed Engineer

Toronto, ON, Canada

Contract

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Job details

Job type: Contract
Apply by: Nov 26, 2026
Experience: 10+ years of experience in data engineering, AI application development, and production software engineering.
Posting language: English
Posted: Oct 27, 2026

Original job description

Role : Forward Deployed Engineer (Python/PySpark Developer)

Location : Toronto ,ON

Role Overview

We are seeking a Senior Forward Deployed Engineer with strong expertise in Python, PySpark, data engineering, AI application development, and cloud platforms. The candidate will work closely with clients and engineering teams to build, deploy, and optimize production-ready AI and data solutions.

Key Responsibilities

Collaborate with clients and business stakeholders to understand workflows, requirements, and success criteria.
Profile and process data using Python, pandas, PySpark, and SQL.
Develop and deploy AI applications, REST APIs, and data pipelines using FastAPI and cloud platforms.
Build Claude-powered AI solutions using RAG, prompt engineering, vector databases, semantic search, and agentic AI.
Implement batch, real-time, and streaming data pipelines.
Manage MLOps/LLMOps, CI/CD, MLflow, monitoring, deployment, and rollback.
Troubleshoot production issues and optimize performance, reliability, latency, and cost.
Ensure data security, governance, quality, and compliance while driving client adoption and knowledge transfer.

Required Skills

10+ years of experience in data engineering, AI application development, and production software engineering.
Strong expertise in Python, PySpark, SQL, REST APIs, FastAPI, Git, Docker, Kubernetes, Airflow, and MLflow.
Experience with Claude, RAG, vector databases, agentic AI, and LLMOps/MLOps.
Strong knowledge of ETL/ELT, distributed processing, cloud platforms, and CI/CD.
Understanding of IAM/RBAC, encryption, data privacy, monitoring, and enterprise security.
Excellent client-facing, consulting, problem-solving, and communication skills.
BFSI experience and a bachelor's degree in a relevant discipline are required/preferred as specified by the employer; relevant certifications are an advantage.

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More about this job

Responsibilities

Work with clients and engineering teams to understand requirements and build, deploy, and optimize production-ready AI applications, APIs, and data pipelines. Manage data processing, MLOps/LLMOps, production troubleshooting, security, governance, and client adoption.

Requirements

Requires 10+ years of experience in data engineering, AI application development, and production software engineering, with strong skills in Python, PySpark, SQL, APIs, cloud platforms, and CI/CD. Experience with Claude, RAG, vector databases, agentic AI, enterprise security, and client-facing consulting is required; BFSI experience and a relevant bachelor's degree are required or preferred as specified by the employer.

Skills

Python
PySpark
SQL
Data Engineering
REST APIs
FastAPI
Claude
Retrieval-Augmented Generation (RAG)
Vector Databases
Agentic AI
MLOps/LLMOps
Docker
Kubernetes
Airflow
MLflow
Cloud Platforms

Visa sponsorship

Not detected in the job text

Keywords

Python
Pandas
PySpark
SQL
Data Engineering
AI Application Development
REST APIs
FastAPI
Claude
Retrieval-Augmented Generation (RAG)
Prompt Engineering
Vector Databases
Semantic Search
Agentic AI
ETL/ELT
Distributed Processing
Batch Processing
Real-Time Data Pipelines
Streaming Data Pipelines
MLOps
LLMOps
CI/CD
MLflow
Docker
Kubernetes
Airflow
Cloud Platforms
IAM/RBAC
Data Governance
BFSI

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