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Added 9 mins ago
BR
Java Software Engineer
Benchmark Recruitment
Vancouver, BC · Greater Vancouver Metropolitan Area
- Contract
Job Title: Senior Java Backend Engineer – Cloud & Data
Added 9 mins ago
BR
DevOps Engineer
Benchmark Recruitment
Vancouver, BC · Greater Vancouver Metropolitan Area
- $113,900 to $147,400 CAD / year
- Full-time
Job Title: Senior DevOps Engineer – Site Reliability Engineering (SRE)
Added 9 mins 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 24 mins 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 38 mins ago
I
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 39 mins ago
Unified Customer Experience - Senior Software Engineer
Questrade Financial Group
Calgary, AB
We’re looking for our next Software Engineer. Could It Be You?
Added 54 mins ago
PG
AWS SageMaker Engineer
Pacer Group
Toronto, ON
- $50 to $53 CAD / hour
- Contract
Job Title: Senior AWS SageMaker / MLOps Engineer
Added 1 hour ago
SI
AI Engineer
Siri InfoSolutions, Inc.
ON · Ontario, Canada
- Full-time
Added 1 hour ago
C
Senior IT Infrastructure Engineer
Cytel
Canada
- Full-time
We are seeking a highly skilled and experienced Senior Azure Engineer to join our cloud engineering team. This role is for a hands-on technical contributor who will design, implement,…
Added 1 hour ago
MM
Senior Software Development Engineer
Mitchell Martin Inc.
Mississauga, ON
- $68 to $78 CAD / hour
- Other
Senior Software Development Engineer - Hybrid - Contract -$68.00-$78.00 Per Hr
Added 1 hour ago
FR
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 1 hour ago
System Architect - Krembil Centre for Neuroinformatics
CAMH
Toronto, ON
Added 1 hour ago
RI
Senior Full Stack Engineer - Java / AI
Rose International
Mississauga, ON
- Full-time
Knowledge of containerization and orchestration with Kubernetes.
Added 2 hours ago
C
Lead Middleware Platform Engineer (contract)
Capgemini
Montreal, QC
- Contract
We are looking for a Lead Middleware Platform Engineer to lead the design, implementation, automation, and operationalization of a next-generation data and RDF platform for a global…
Added 2 hours ago
T
Container Security Engineer
TheCorporate
ON · Ontario, Canada
- Contract
Design, deploy and manage containerized environments using Kubernetes, GKE (Google Kubernetes Engine), AKS, or similar platform.
Added 2 hours ago
E
Sr DevOps Engg - AWS
emergiTEL
Toronto, ON · Etobicoke, ON
- $150,000 to $170,000 CAD / year
- Full-time
emergiTEL is hiring a Senior DevOps Engineer – AWS for our client in the fintech / cryptocurrency industry. This is a Permanent role.
Added 2 hours ago
F
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 3 hours ago
DevOps Engineer
Aylo Careers
Montreal, QC
As a DevOps engineer within a fast-paced, high-traffic environment, you will be responsible for supporting and improving production and development infrastructure across multiple…
Added 3 hours ago
AI
Forward Deployed Engineer
Apptoza Inc.
Toronto, ON
- Contract
Role : Forward Deployed Engineer (Python/PySpark Developer)
Added 3 hours ago
V
DevOps Engineer
VySystems
Toronto, ON
- Contract
Experience with cloud platforms, Kubernetes, scripting, and monitoring migrations.
Added 4 hours ago
AI
Platform Engineer – AI/ML Infrastructure
Apptoza Inc.
Toronto, ON
- Contract
We are seeking a skilled Platform Engineer to deploy, manage, and optimize AI/ML applications on Kubernetes platforms. The ideal candidate will have strong experience in GitOps, CI/CD,…
Added 4 hours ago
A
DevOps Engineer
Aylo
Montreal, QC
- Full-time
As a DevOps engineer within a fast-paced, high-traffic environment, you will be responsible for supporting and improving production and development infrastructure across multiple…
Added 4 hours ago
M
Full-Stack Software Engineer - React
Manulife
Toronto, ON · Waterloo, ON
- Full-time
We’re looking for an experienced Full Stack Software Engineer who enjoys working across the technology stack and turning ideas into modern, scalable digital solutions.
Added 4 hours ago
A
AI Engineer
Altimetrik
Mississauga, ON
- Full-time
Added 4 hours ago
MF
Staff Software Engineer
Magnet Forensics
Canada
- Full-time
We’re looking for a seasoned Staff Software Engineer who thrives on technical depth and broad influence. You’re as comfortable designing architecture as you are shipping code, and you care…

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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