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Added 6 mins ago
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Développeur Intermédiaire SR- Microsoft Business Central
CGI
Montreal, QC · Greater Montreal Metropolitan Area
- Full-time
Compréhension solide des processus ERP (finance, chaîne logistique, production, projets, etc.).
Added 6 mins ago
SI
Cook
Shannex Incorporated
Bedford, NS
- Part-time
Knowledge of food and catering trends with a focus on quality, production, sanitation, food cost controls, and presentation
Added 21 mins ago
OA
ELECTROMECHANIC-Techniseal, Candiac QC
Oldcastle APG
Candiac, QC
- Other
Support and assist production operators as needed.
Added 21 mins ago
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Quality Assurance Technologist (Türkiye Supplier Coordination) [NOC 22302]
Anatolia
Vaughan, ON
- Full-time
…including design approval, packaging development, labelling, production approval, and delivery. The role ensures product accuracy, consistency, and compliance with company standards by…
Added 36 mins ago
A
Supplier Quality Engineer
Actalent
Vancouver, BC
- $45 to $52 CAD / hour
- Contract
…supplier-related issues, improve supplier performance, and support both new and existing…
Added 36 mins ago
A
Robotics Project Manager
Actalent
Vancouver, BC
- $38 to $52 CAD / hour
- Full-time
This role works closely with mechanical, electrical, software, production, procurement, and finance teams to manage projects throughout the product lifecycle, from engineering and…
Added 36 mins ago
CP
Warehouse Associate
Charlotte Products Ltd.
Peterborough, ON
- Full-time
…cleaning and sanitation solutions, operating since 1986. We support businesses and institutions across Canada with innovative, award-winning products designed to keep facilities clean,…
Added 36 mins ago
A
Manufacturing Engineer
Actalent
Vancouver, BC
- $50 to $57 CAD / hour
- Full-time
This position combines New Product Introduction (NPI), process development, capacity planning, production optimization, and hands-on shop-floor support, while providing technical leadership…
Added 36 mins ago
RC
Management Consulting Manager, Supply Chain Advisory
RSM Canada
Toronto, ON
- Full-time
…within RSM. You will have the resources and cross functional support of the largest middle market firm but will be able to operate in a lean and agile environment where your ideas and…
Added 36 mins ago
OC
Senior Strategist
Ogilvy Canada
Toronto, ON
- Full-time
…cutting-edge media intelligence and data solutions, creativity, production, enterprise solutions and expert strategic counsel. For more information, visit Ogilvy.com, and follow us on…
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
Implement MLOps/LLMOps capabilities, including lifecycle management, CI/CD, MLflow, monitoring, deployment automation, rollback, and production support.
Added 1 hour ago
TC
Senior DevSecOps and Application Security SME
ThirdEye CyberSecurity
Regina, SK
- Contract
Work with application owners and developers to pilot the controls, validate developer workflows, resolve implementation issues, and support application onboarding.
Added 1 hour ago
NM
Business Development Representative
NewLife Marketing
Barrie, ON
- Full-time
NewLife Marketing is a growth-focused marketing agency specializing in paid advertising, SEO, creative production, website development, and revenue generation systems.
Added 1 hour ago
MM
Production Supervisor
Modine Manufacturing Company
Calgary, AB
- Full-time
The Production Supervisor is responsible for leading and coordinating manufacturing operations to meet production, quality, safety, and efficiency targets. This role oversees employee…
Added 1 hour ago
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Structural Drafter, Junior
WhiteWater
Richmond, BC
- Full-time
Assist structural engineers to provide technical support to in-house departments, regional offices, external consultants, and vendors in projects and product development tasks.
Added 1 hour ago
LC
Sales And Marketing Specialist
Lovesome Cakes
Toronto, ON · Greater Toronto Area, Canada
- Full-time
…to contribute ideas that enhance the customer experience and support the brand’s growth. The work environment values collaboration, professionalism, and a passion for food and…
Added 1 hour ago
TW
Generative AI Lead
Terribly Wonderful
Toronto, ON
- Full-time
…technical innovator, leveraging generative AI technologies to support world-class visual storytelling.Working closely with the Director, and project leadership, the Senior / Lead Generative…
Added 1 hour ago
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Legal Director
Lumentis
Innisfil, ON
- Full-time
…adaptive, and dynamic lighting from concept through series production. Team members collaborate with major automotive brands on cutting-edge lighting technologies that shape the future of…
Added 1 hour ago
CB
Sales Assistant - St. Lawrence
COBS Bread
Toronto, ON
- Full-time
Work alongside your team to keep the bakery clean, and assist with production as needed
Added 1 hour ago
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Application Support Analyst
Altis
Kamloops, BC
- $40 to $55 CAD / hour
- Contract
You'll monitor system performance, support production environments, and participate in operational support activities, including after-hours support when required.
Added 1 hour ago
BC
Communication Assistant
Brant Community Healthcare System
Brantford, ON
- Full-time
Investing in You – Access to a centralized Education Fund, tuition support, and professional development opportunities.
Added 1 hour ago
RH
Marketing Project Manager
Robert Half
Surrey, BC
- Contract
We are seeking an experienced Communications / Marketing Project Manager to support a major infrastructure modernization initiative with a leading utilities organization. The successful…
Added 1 hour ago
Specialist, Demand Planning
CONA Services
Toronto, ON
Project short and long term volume estimates, using input from Sales, Production Plants, Distribution and Marketing to provide the system with accurate volumes to be used in budgeting.
Added 1 hour ago
Specialist, Demand Planning
CONA Services
Toronto, ON
Project short and long term volume estimates, using input from Sales, Production Plants, Distribution and Marketing to provide the system with accurate volumes to be used in budgeting.
Added 1 hour ago
Manager, Talent Acquisition
Knak
Ottawa, ON
…Vercel, Notion and Stripe, use Knak as their agentic marketing production…

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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