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Added 6 mins ago
U
CCAIP (IVR) Integration Developer
UST
Toronto, ON
- Full-time
Born digital, UST transforms lives through the power of technology. We walk alongside our clients and partners, embedding innovation and agility into everything they do. We help them create…
Added 21 mins ago
OA
ELECTROMECHANIC-Techniseal, Candiac QC
Oldcastle APG
Candiac, QC
- Other
Oldcastle, a CRH company, is reinventing what's possible in building solutions. We are the leading provider of innovative outdoor living products and utility infrastructure solutions for…
Added 36 mins ago
A
Robotics Project Manager
Actalent
Vancouver, BC
- $38 to $52 CAD / hour
- Full-time
The Project Manager will be responsible for the planning, scheduling, budgeting, procurement coordination, and execution of multiple complex robotics and electromechanical product…
Added 36 mins ago
A
Sr Mechanical Design Engineer
Actalent
Cambridge, ON
- $45 to $65 CAD / hour
- Contract
This role focuses on the design and development of high-speed automation equipment , supporting machines that serve medical device and pharmaceutical applications. The Mechanical Design…
Added 36 mins ago
A
Responsable senior de projets numériques et IA / Senior Digital & AI Project Leader
Airbus
Mirabel, QC · Montreal, QC
- Full-time
Le programme d'avions commerciaux A220 recherche un Responsable de projets numériques et IA pour rejoindre notre équipe Solutions Numériques (ABSD) basée à Mirabel (Québec, Canada), où vous…
Added 52 mins ago
GH
Cardiovascular Ultrasound & Structural Heart Product Manager
GE HEALTHCARE
Remote, Canada
- Other
- Remote
GE HealthCare is a leading global medical technology and digital solutions innovator. Our purpose is to create a world where healthcare has no limits. Unlock your ambition, turn ideas into…
Added 1 hour ago
NE
Sales Operations Analyst
Nexus Energy
Toronto, ON
- Contract
Present and demonstrate energy solutions to clients, highlighting technical features, cost/benefit advantages, and risk management value.
Added 1 hour 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
…engineering, data engineering, AI application development, and client-facing consulting. You will work closely with business users, subject matter experts, product owners, and engineering…
Added 1 hour ago
Manager, Talent Acquisition
Knak
Ottawa, ON
Champion AI & Innovation: Identify and implement AI-powered tools, automation and workflows that improve recruiting productivity and create a competitive advantage.
Added 2 hours ago
PA
Applications Designer & Estimator
ProVantage Automation
Brantford, ON
- Full-time
ProVantage Automation is a leading systems integrator specializing in customized factory automation solutions for the food & beverage, packaging, and paper converting industries across…
Added 2 hours ago
NT
Manager Security Assurance
NZ Transport Agency Waka Kotahi
Hamilton, ON
- Full-time
Te Aukaha | Digital provides modern, fit-for-purpose digital, information and technology solutions that support decision-making and make it easier for our people, partners and customers to…
Added 2 hours ago
AA
Project Management Analyst
August Advisors
Toronto, ON · Greater Toronto Area, Canada
- Full-time
August Advisors is a Toronto-based placement business that provides bespoke fundraising solutions to high-quality middle-market global alternative asset managers (General Partners),…
Added 3 hours ago
NP
Healthcare Technology & Systems Lead
nuvRx Pharmacy
Hamilton, ON
- Full-time
Exploring practical applications of AI, automation, and emerging technologies.
Added 3 hours ago
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Group Finance Manager, Canada Enterprise Team
Microsoft
Toronto, ON
- Full-time
Develops and leverages relationships with business partners to bolster sales, and to understand and manage business risk. Designs and negotiates solutions to complex financial issues with…
Added 3 hours ago
E
RAN System Verification Professional
Ericsson
Ottawa, ON
- Full-time
Are you interested in wireless technology and curious about how 5G networks connect millions of people? Join our RAN System Verification Test Area Capacity team and contribute to testing…
Added 3 hours ago
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BUSINESS ADVISOR, ARTIFICIAL INTELLIGENCE, Advisory Services - Calgary
BDC
Calgary, AB
- Full-time
Coordinate with internal specialists, delivery consultants, and external partners as required to execute AI‑enabled solutions.
Added 3 hours ago
J
DevOps Technical Lead / Architect - Azure & Terraform
Jobgether
Canada
- $150,000 to $165,000 CAD / year
- Full-time
We are seeking an experienced DevOps leader to guide platform engineering and modernize a .NET-based insurance platform hosted in Azure. You will work closely with technology leadership to…
Added 4 hours ago
OH
Regional Financial Director, FP&A
O’Dell HVAC Group
Burlington, ON
- Full-time
Investigate financial performance challenges, including margin fluctuations, pricing strategies, operational costs, and profitability, to identify root causes and recommend solutions.
Added 4 hours ago
WC
Senior Manager, Data Analytics
Walmart Canada
Mississauga, ON
- Full-time
Position Summary...This role supports the operation of a functional area through advanced analytics, business insight, and data-driven problem solving. The role may translate complex…
Added 4 hours ago
EG
Regional Product Business Manager, Analytical
Endress+Hauser Group
Montreal, QC
- Full-time
…~17.000 employees shape the future in the field of process automation. Whether developing and realizing new technology as a team, collaborating to build instrumentation, or strengthening…
Added 4 hours ago
T
Quality Engineer I
TD
Toronto, ON
- Full-time
Develop and debug automation frameworks/scripts; manage test suites, traceability, defect logging, and defect resolution support.
Added 4 hours ago
B
BUSINESS ADVISOR, OPERATIONAL EFFICIENCY (Automation) - Calgary
BDC
Calgary, AB
- Full-time
Engage directly with clients to understand business challenges and recommend practical automation and operational improvement solutions.
Added 4 hours ago
OG
Vice President of Operations / Chief Operating Officer - Canada, GreyOwl
Onni Group of Companies
Vancouver, BC
- Full-time
Champion the use of technology, automation and AI to improve how GreyOwl operates internally and serves its clients.
Added 4 hours ago
M365 Architect
EY
Toronto, ON
The M365/Entra Architect role will design and implement the M365 and Entra aspects of our products. This will be done leveraging Infrastructure as Code (IAC) where possible. The Engineer…
Added 4 hours ago
F
Reddit & Communities Lead
Foundation
Remote, Canada
- $88,000 to $110,000 CAD / year
- Full-time
- Remote
Foundation helps B2B tech and SaaS brands get found, cited and recommended when their buyers ask AI for solutions. We do it through Generative Engine Optimization (GEO): the research,…

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: Dec 4, 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 real-world data, and deliver enterprise AI and data applications from prototype through production launch. Operate and improve deployed solutions by managing pipelines, model quality, monitoring, incidents, performance, adoption, and 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. A relevant bachelor's degree, financial services experience, and strong client-facing skills are required; relevant cloud, Kubernetes, AI, data, architecture, MLOps, or security 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
Client-Facing Consulting
Financial Services

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
Financial Services
Model Monitoring
Data Lineage
Incident Management

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