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Added 9 days ago
GV
Spécialiste digitalisation et configuration produit (Plateforme Genesis) / Product data specialist (Platform PLM Genesis)
GE Vernova
La Prairie, QC
- Full-time
Proficiency in SQL and Python for data automation and pipeline development.
Added 9 days ago
T
IT Ops Specialist – Kubernetes/GCP
TD
Toronto, ON
- Full-time
Knowledge of scripting languages and tools such as Python, JavaScript, Powershell, Bash.
Added 9 days ago
Data Platform Manager
Helcim Inc
Calgary, AB
Proficiency in SQL and Python, or related languages.
Added 10 days ago
P
Intermediate Software Engineer
PointClickCare
Mississauga, ON
- Full-time
At PointClickCare our mission is simple: to help providers deliver exceptional care. And that starts with our people. As a leading health tech company that’s founder-led and privately held,…
Added 10 days ago
T
Market Risk Manager, Trading Market Risk Stress Testing & Scenario Design (5111)
TD
Toronto, ON
- Full-time
TD is committed to providing fair and equitable compensation opportunities to all colleagues. Growth opportunities and skill development are defining features of the colleague experience at…
Added 10 days ago
Senior Data Scientist - Commercial Banking Data & Analytics, Toronto
Scotiabank
Toronto, ON
Advanced Python and SQL skills, with experience performing large-scale data analysis, feature engineering, and production support
Added 10 days ago
AI
Senior Forward Deployed AI Engineer (Python, Data & GenAI)
Astra-North Infoteck Inc. ~ Conquering today’s challenges, achieving tomorrow’s vision!
Toronto, ON
- Full-time
Profile unfamiliar data using Python, pandas, PySpark, and SQL to assess coverage, quality, volumes, distributions, edge cases, and feasibility.
Added 10 days ago
TC
Technical Architect
Tata Consultancy Services
Toronto, ON
- $90,000 to $100,000 CAD / year
- Full-time
We are seeking a Technical Architect / Senior Developer – RPA & Automation to design, develop, maintain, and enhance enterprise automation solutions. The role will focus on UiPath,…
Added 10 days ago
PT
Senior Data Engineer – Capital Markets
Precision Technologies
Mississauga, ON
- Contract
We are looking for an experienced Senior Data Engineer with strong Capital Markets, SQL, Data Warehousing, and Snowflake expertise to join our technology team in Mississauga.
Added 10 days ago
SM
Business Systems Analyst
Smartrend Manufacturing Group
Winnipeg, MB
- $70,000 to $90,000 CAD / year
- Full-time
Working knowledge of SQL and relational databases, including data extraction, validation, and troubleshooting.
Added 10 days ago
T
Market Risk Manager, Trading Market Risk Stress Testing & Scenario Design (5111)
TD
Toronto, ON
- Full-time
TD is committed to providing fair and equitable compensation opportunities to all colleagues. Growth opportunities and skill development are defining features of the colleague experience at…
Added 10 days ago
RT
Business Intelligence Specialist - Senior
Russell Tobin
Toronto, ON
- $85 to $95 CAD / hour
- Contract
Oracle, Python, AWS Glue Python Shell, and AWS DMS experience, including complex SQL, source-data analysis, extraction, transformation, incremental loading, validation, reconciliation, and…
Added 10 days ago
KR
AI Architect
KTek Resourcing
Vancouver, BC
- Contract
· AI / Development: Semantic Kernel, AutoGen, LangChain, CrewAI, .NET, Python, TensorFlow
Added 10 days ago
RT
Senior Software Engineer
Russell Tobin
Toronto, ON
- $75 to $95 CAD / hour
- Contract
Microsoft Visual Studio (.NET) MVC, SQL Server (database creation and management) in Azure
Added 10 days ago
T
Senior Software Developer – .NET, Python, AWS & Azure
ThoughtStorm
Toronto, ON
- Contract
We are hiring a Senior Software Developer for Public sector client to support its Drug Formulary and Genomics platforms.
Added 10 days ago
T
Business Specialist
ThoughtStorm
ON · Ontario, Canada
- Contract
Oracle, Python, AWS Glue Python Shell, and AWS DMS experience, including complex SQL, source-data analysis, extraction, transformation, incremental loading, validation, reconciliation, and…
Added 10 days ago
S
AI Software Engineer Co-op
symplistic.ai
Woodbridge, ON
- $23 CAD / hour
- Internship
AI Application Development: Build AI agents and AI-powered software applications using Python, JavaScript/TypeScript, APIs, large language models, retrieval systems, and enterprise software…
Added 10 days ago
H
Data Science Manager (Hybrid)
Homebase
Remote, Canada
- $170,000 to $240,000 CAD / year
- Full-time
- Remote
At Homebase, you’ll join a team that’s bold, fast-moving, and obsessed with helping small businesses thrive. We build with empathy, act with urgency, and take big swings that drive…
Added 10 days ago
Business Operations Analyst
AppLovin
Toronto, ON
Write and maintain Python code, SQL workflows, integrations, and automations supporting the team’s work.
Added 10 days ago
LC
Senior Business Data Analyst
Loblaw Companies Limited
Brampton, ON
- Full-time
We are looking for a talented and motivated Senior Business Data Analyst to join the Finance Insights and Technology Engagement (FITE) team. You will be working with various teams and…
Added 10 days ago
ZT
Data & AI Engineer
Zebra Technologies
Mississauga, ON · CAN - Mississauga, Canada
- Full-time
The Data & AI Engineer will be responsible for understanding the client's technical requirements, design, and build data pipelines to support the requirements. In this role, the Data & AI…
Added 10 days ago
KC
Senior Consultant, Microsoft Fabric Data Engineer, Data & AI
KPMG Canada
Calgary, AB
- Full-time
Strong proficiency in SQL and solid understanding of modern data modeling principles and data warehousing concepts.
Added 10 days ago
UO
Scientific Data Specialist
University of Victoria
Victoria, BC
- Full-time
practical experience in Python, Matlab or experience developing data products using computational and data analysis/visualization tools in one or more of the following scientific…
Added 10 days ago
P
Intermediate Software Engineer
PointClickCare
Mississauga, ON
- $112,000 to $125,000 CAD / year
- Full-time
At PointClickCare our mission is simple: to help providers deliver exceptional care. And that starts with our people. As a leading health tech company that’s founder-led and privately held,…
Added 10 days ago
Associate Director, Compliance
Purpose Unlimited
Toronto, ON
…include Purpose Investments, Advisor Solutions by Purpose, and…

Astra-North Infoteck Inc. ~ Conquering today’s challenges, achieving tomorrow’s vision!

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

Toronto, ON, Canada

Full-time

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Job details

Job type: Full-time
Apply by: Nov 19, 2026
Experience: 10+ years of experience in data engineering, AI application development, cloud data platforms, and production software engineering.
Posting language: English
Posted: Oct 13, 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.

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More about this job

Responsibilities

Partner with business users, subject matter experts, and engineering teams to understand workflows, assess data, and deliver enterprise AI and data applications from prototype through production launch. Own evaluation, operationalization, post-launch reliability and optimization, adoption measurement, and structured handover.

Requirements

Requires 10+ years of experience in data engineering, AI application development, cloud data platforms, and production software engineering, with hands-on expertise in Python, PySpark, SQL, APIs, cloud technologies, and MLOps/LLMOps. Candidates should have experience with Claude and generative AI patterns, enterprise security and data operations, financial services, 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
Vector Databases
Semantic Search
Agentic AI
Data Engineering
MLOps/LLMOps
Kubernetes
Airflow
Client-Facing Consulting

Visa sponsorship

Not detected in the job text

Keywords

Python
PySpark
SQL
REST APIs
FastAPI
Claude
Prompt Engineering
Retrieval-Augmented Generation
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
Monitoring
Financial Services
Production Support
Data Lineage

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