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Added 20 hours ago
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Senior AI Scientist
CIBC
Toronto, ON
- Full-time
The Enterprise Advanced Analytics and Artificial Intelligence team is CIBC’s center of excellence for artificial intelligence, machine learning, and natural language processing. We lead the…
Added 20 hours ago
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People Change Management & Communications Co-op
CIBC
Toronto, ON
- Full-time
You're passionate about people and technology. You are excited about the potential of advanced analytics and AI to transform the way we work, and you are equally passionate about helping…
Added 20 hours ago
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BlackBerry Radar- Senior Full Stack Developer
BlackBerry
Ottawa, ON
- Full-time
BlackBerry Radar is a rapidly growing IoT platform that enables real-time tracking and analytics for thousands of trailers, containers, and high-value assets across North America. Learn…
Added 20 hours ago
BQ
BlackBerry Radar- Senior Full Stack Developer
BlackBerry QNX
Ottawa, ON
- Full-time
BlackBerry Radar is a rapidly growing IoT platform that enables real-time tracking and analytics for thousands of trailers, containers, and high-value assets across North America. Learn…
Added 20 hours ago
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GIS/CAD Technician (Temporary - 12 Months)
Hydro Ottawa
Ottawa, ON
- Full-time
Added 20 hours ago
HD
Director of Ecommerce
Hadley Designs
Remote, Canada
- Remote
Added 20 hours ago
Senior Research Consultant
Reach3 Insights
Toronto, ON
Added 20 hours ago
Associate Research Director
Reach3 Insights
Toronto, ON
Added 20 hours ago
NA
Director, Employee and Labour Relations
Northern Alberta Institute of Technology
St. Catharines, ON · Main Campus
- Full-time
Added 20 hours ago
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Customer Experience Test Automation Intern
OpusClip
Burnaby, BC
- $25 to $28 CAD / hour
- Full-time
OpusClip is hiring a CX Test Automation Intern: a software-developer-in-test who sits inside the Customer Experience team and turns real customer tickets into automated UI end-to-end tests.…
Added 20 hours ago
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Chef de l’engagement du client / Customer Engagement Manager
Merck
Kirkland, QC
- Full-time
…Marketing, Integrated Marketing, Marketing Activation, Marketing Analytics, Marketing Campaigns, Marketing Channels, Media Management, Omnichannel Strategy, Strategic…
Added 20 hours ago
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Partners in Performance - Performance Strategy Principal Director
Accenture
Calgary, AB · Vancouver, BC · Ottawa, ON · Toronto, ON · Montreal, QC · Regina, SK
- Full-time
Accenture Strategy. Through deep industry expertise, analytics, and insights, we empower clients to survive and thrive in the new, the now and the unknown. To stay agile in a world…
Added 20 hours ago
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Senior Director, AI Architecture
RBC
Toronto, ON
- Full-time
Big Data Management, Data Modeling, Data Science, Decision Making, Deep Learning, Machine Learning (ML), Predictive Analytics, Programming Languages, Relationship Building
Added 20 hours ago
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Manager, Digital Product Marketing - RBC Direct Investing
RBC
Toronto, ON
- Full-time
Use web analytics (GA4), search console data, and emerging AI-search tracking tools to identify opportunities and measure the impact of transformation initiatives
Added 20 hours ago
PV
Category Manager - Hardlines
Pet Valu
Markham, ON
- Full-time
Experience leveraging data analytics, customer insights, and market trends to inform merchandising decisions.
Added 20 hours ago
AI
Forward Deployed Engineer (Python/Pyspark and GenAI / LLM)
Apptoza Inc.
Toronto, ON
- Full-time
Added 20 hours ago
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Senior Data Engineer
Javelin Technologies
Canada
- Full-time
…Fabric - to create a trusted, scalable foundation for reporting, analytics, AI, and data-driven decision-making across the group. This role sits at the heart of that…
Added 20 hours ago
EB
Intern - Strategic Sourcing & Third-Party Management , Winter 2027
EQ Bank
Toronto, ON
- Full-time
…Management, Vendor Governance, Business Process Improvement, Data Analytics, and the practical application of Artificial Intelligence within a regulated financial services…
Added 20 hours ago
MP
U SPORTS Winter Intern
M2 Partners
Toronto, ON
- Full-time
…areas in marketing automation, data management, insights and analytics, and content and digital asset…
Added 20 hours ago
DH
Financial Planning and Analysis Manager
Diploma Healthcare Group
Mississauga, ON
- $96,000 to $120,000 CAD / year
- Full-time
…strategic business decisions by senior management, and use analytics to identify trends and variances to provide proactive…
Added 20 hours ago
BO
Analyst, Loans Modelling & Administration
Building Ontario Fund
Toronto, ON
- Full-time
Minimum of three (3) years’ experience in financial modelling, portfolio analytics, or related quantitative finance work.
Added 20 hours ago
VK
Casino Product and Commercial Lead
Van Kaizen
Toronto, ON
- Full-time
Added 20 hours ago
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Senior Business Analyst (2)
Aplin
AB · Edmonton, AB
- Contract
Added 20 hours ago
UO
Bioinformatics Specialist
University of British Columbia
Vancouver, BC · PHSA | BC Children's Hospital Research Institute - North Block (BCRI CMMT) (BCHRIN)
- $8,810.92 to $13,202.5 CAD / month
- Full-time
Added 20 hours ago
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Marketing Cloud Specialist
Medcan
Toronto, ON
- $85,122 to $117,042.75 CAD / year
- Full-time
· Monitor campaign performance and recommend optimizations through testing, analytics, Salesforce Einstein capabilities, and AI-driven enhancements.

Apptoza Inc.

Forward Deployed Engineer (Python/Pyspark and GenAI / LLM)

Toronto, ON, Canada

Full-time

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Job details

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

Original job description

Role: Forward Deployed Engineer (Python/Pyspark and GenAI / LLM)

Location: Toronto, ON – Hybrid

Job Description:

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 embed with business users, client SMEs, 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

Embed with client SMEs, 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 client data using Python, pandas, PySpark, and SQL to assess coverage, quality, volumes, distributions, edge cases, and feasibility.

Build thin working solutions using real client 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 client SMEs, measure model and LLM quality, perform structured error analysis, and prioritize improvements.

Resolve data-access, API, identity, network, security, infrastructure, and deployment blockers with client 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.

BFSI 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.

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More about this job

Responsibilities

Embed with client teams to understand workflows and data, validate solutions using real client data, and deliver enterprise AI and data applications from prototype through production launch and stabilization. Build and operate data pipelines and GenAI workflows, resolve technical blockers, measure quality and business impact, and complete handover with runbooks and knowledge transfer.

Requirements

Requires 10+ years of experience in data engineering, AI application development, cloud data platforms, and production software engineering, with strong hands-on skills in Python, PySpark, SQL, APIs, and production operations. Candidates should have experience with Claude and GenAI patterns, MLOps/LLMOps, enterprise cloud and security, and client-facing delivery; a relevant bachelor's degree is required, while relevant certifications are preferred.

Skills

Python
PySpark
SQL
REST APIs
FastAPI
Claude
Prompt Engineering
Retrieval-Augmented Generation (RAG)
Vector Databases
Semantic Search
Agentic AI
Data Engineering
MLOps/LLMOps
Kubernetes
Client-Facing Consulting
BFSI

Visa sponsorship

Not detected in the job text

Keywords

Python
PySpark
SQL
REST APIs
FastAPI
Claude
Prompt Engineering
Retrieval-Augmented Generation (RAG)
Vector Databases
Semantic Search
Agentic AI
ETL/ELT
Batch Processing
Streaming Data Pipelines
Data Quality
DataOps
MLOps
LLMOps
MLflow
CI/CD
Docker
Kubernetes
Airflow
Distributed Processing
Cloud Data Platforms
IAM/RBAC
Encryption
Secrets Management
BFSI
Production Support

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