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Added 4 mins ago
A
Ingénieur de plateforme Databricks / Databricks platform engineer (Montréal)
Avanquest
Montreal, QC
- Full-time
Explore and deploy data storage solutions and tools suited to the team's needs.
Added 4 mins ago
I
DevOps Engineer
INVOKE
Montreal, QC
- Full-time
…Whether it’s streamlining high-volume workflows or improving data quality and consistency, our goal is to build automation and AI solutions that are practical, maintainable, and…
Added 4 mins ago
AW
Data Analyst III
Agilus Work Solutions
Calgary, AB
- Contract
Industry-recognized certifications in cloud analytics or applied analytics are an asset (e.g., Databricks Data Engineer, Microsoft Azure Data Engineer, Certified Analytics Professional)
Added 35 mins ago
BC
Lead Electrical Engineer
Bantrel Co.
AB · Edmonton, AB
- Full-time
For 40 years we have delivered end-to-end solutions for some of Canada’s most challenging and complex energy, mining, infrastructure, and nuclear projects, with an unrelenting focus on…
Added 35 mins ago
SI
AI Engineer
Siri InfoSolutions, Inc.
ON · Ontario, Canada
- Full-time
Agentic AI, RAG, LangChain/LangGraph, or Talk-to-Data solutions.
Added 35 mins ago
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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 35 mins ago
IS
Engineer-in-Training, Mechanical Systems
Irving Shipbuilding
Dartmouth, NS
- Full-time
…expertise to large-scale, complex projects? Join our team as an Engineer-in-Training (EIT), Mechanical Systems and play a key role in the design, construction, testing, and delivery of…
Added 35 mins 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 35 mins ago
EI
Intermediate Foundations Engineer
Egis in Canada
Hamilton, ON
- $80,000 to $115,000 CAD / year
- Full-time
The Intermediate Foundations Engineer is a geotechnical engineering role based in Hamilton, Ontario, supporting the delivery of major projects in Canada. The role supports geotechnical…
Added 35 mins 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 35 mins ago
TA
Agentic AI Architect
Tiger Analytics Inc.
Remote, Canada
- Remote
Azure Solutions Architect Expert / Azure AI Engineer Associate
Added 35 mins 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 35 mins ago
MI
Process Engineer
Mondelēz International
Toronto, ON · Plant - Bertrand - Toronto, Canada
- Full-time
…continuous improvement (CI) processes and culture. You help with data collection, ensure its accuracy, promote CI progress and keep track of the department KPI…
Added 1 hour ago
PS
Software Engineer
PlanIT Search
Markham, ON
- Contract
…cross-functional teams to deliver secure, scalable, reliable…
Added 1 hour ago
System Architect - Krembil Centre for Neuroinformatics
CAMH
Toronto, ON
Working in close partnership with the platform's Data Architect, the Solution Architect owns the technology and infrastructure architecture - GCP organization and landing-zone design, the…
Added 1 hour ago
T
Senior Product Engineer
TestFactors
Toronto, ON · Greater Toronto Area, Canada
- Full-time
…automates testing activities and streamlines quality assurance. Its solutions provide full traceability from test to defect to retest, enabling more transparent and reliable testing cycles.…
Added 1 hour ago
JG
Gen AI Developer
J&M Group
Mississauga, ON
- Contract
Reverse engineer application codebases (Python, Java, Angular, Mule) to auto-generate: Architecture diagrams. Data flow and sequence diagrams.
Added 1 hour 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 1 hour ago
RI
Senior Full Stack Engineer - Java / AI
Rose International
Mississauga, ON
- Full-time
Hands-on experience with data streaming technologies, specifically Kafka.
Added 1 hour ago
AI
Founding Member of Technical Staff - Forward Deployed Engineer (PE Required)
Aran Industries
Remote, Canada
- $150,000 to $250,000 USD / year
- Full-time
- Remote
Experience as a forward-deployed, solutions or field engineer, or delivering technical projects for demanding customers, is particularly interesting.
Added 1 hour ago
Airframe Design Repair Engineer (In-service)
Capgemini
Montreal, QC
Proposer des solutions de réparation conformes aux réglementations sectorielles et aux exigences des clients.
Added 1 hour ago
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Senior Advisor Analytics
Manpower
Calgary, AB
- Contract
Industry-recognized certifications in cloud analytics or applied analytics are an asset (e.g., Databricks Data Engineer, Microsoft Azure Data Engineer, Certified Analytics Professional).
Added 1 hour ago
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Applied AI Engineer
Luxoft
Canada
- Full-time
Our client is an energy solutions provider. Our AI-enabled platform supports operations, tracking and decision-making to optimize large-scale renewable and traditional energy portfolios.…
Added 2 hours ago
AI
Full Stack Developer
Alberta iGaming Corporation (AiGC)
AB · Edmonton, AB
- Full-time
…Alberta's regulated iGaming market. Reporting to the Manager, Data Platforms, this position is responsible for end-to-end application development, from requirements gathering and solution…
Added 2 hours ago
L
Lead Software Engineer (Bilingual, Montreal)
Lisplogics
Montreal, QC
- Full-time
Meet clients, in French, to understand their operations, scope solutions and present results

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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