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Added 11 mins ago
M
Producer
Marsh
Calgary, AB
- Full-time
Develop and execute sales strategies for managed accounts by understanding client needs, market trends, and Marsh’s product and service offerings.
Added 11 mins ago
TL
OWENS Landing is looking for a HOST to join our team!
The Landing Restaurant Group
Calgary, AB · Greater Calgary Metropolitan Area
- Full-time
…The Landing Group is excited to showcase a truly fantastic product and…
Added 11 mins ago
TL
OWENS Landing is looking for a LINE COOK to join our team!
The Landing Restaurant Group
Calgary, AB · Greater Calgary Metropolitan Area
- Full-time
…The Landing Group is excited to showcase a truly fantastic product and…
Added 11 mins ago
AC
Lead Data Designer
Aviva Canada
Markham, ON
- Full-time
Business semantics and federated ownership: Partner with business experts, product managers, and data owners to define and drive adoption of key business concepts, critical data elements,…
Added 11 mins ago
M
Producer
Marsh
Toronto, ON
- Full-time
Develop and execute sales strategies for managed accounts by understanding client needs, market trends, and Marsh’s product and service offerings.
Added 11 mins ago
WC
Outside Sales Representative - St Catharines, On
Wurth Canada
St. Catharines, ON
- Full-time
Drive personal and professional development and growth to ensure you are staying on top of product and sales developments (including but not limited to sales strategies, product demos, and…
Added 11 mins ago
RC
Développeur.se de logiciels sénior / Senior Software Developer
RIEDEL Communications
Laval, QC
- Full-time
Added 11 mins ago
M
Sales Specialist / Business Development
Marsh
Vancouver, BC
- Full-time
Develop and execute sales strategies for managed accounts by understanding client needs, market trends, and Marsh’s product and service offerings.
Added 11 mins ago
VI
Senior Procurement Specialist
Vancouver Island University
Nanaimo, BC
- Full-time
Strong analytical skills and ability to perform financial analysis, sound decision-making ability, excellent attention to detail and pride in a well-executed finished product.
Added 11 mins ago
DB
Human Resources Administrator
Doman Building Materials Group
Vancouver, BC
- $55,000 to $62,000 CAD / year
- Full-time
Added 11 mins ago
WC
Outside Sales Representative - Delta, BC
Wurth Canada
Delta, BC
- Full-time
Drive personal and professional development and growth to ensure you are staying on top of product and sales developments (including but not limited to sales strategies, product demos, and…
Added 11 mins ago
C
Sales Support Associate III
Coach
Ottawa, ON
- Part-time
…floor. Accurate and effective work, supporting the flow of product from the moment of receipt through the point of sale is essential to this…
Added 11 mins ago
DD
DSW: Supervisor Part-time
DSW Designer Shoe Warehouse
Ottawa, ON
- Part-time
Maintains exceptional product knowledge and industry trend knowledge
Added 12 mins ago
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Quality Assurance Associate
Catalent
Strathroy-Caradoc, ON · Strathroy, Ontario
- Full-time
…quality issues rather than detecting them. You will support product release, coach and train operators on documentation practices, and ensure compliance with current Good Manufacturing…
Added 12 mins ago
Senior Back-end Java Developer
WestJet Group
Calgary, AB
WestJet is seeking a senior back-end Software Developer reporting to our Digital Technology office. This individual can demonstrate a high standard of excellence, enjoy challenges, and…
Added 12 mins ago
Fresh Dept Manager
Freson Bros.
Edmonton, AB
Oversee and execute daily department production to ensure high product quality, freshness, and optimal stock levels
Added 12 mins ago
Director of Marketing and Loyalty
Northland Properties
Vancouver, BC
Lead brand positioning, storytelling, and new product or service launches.
Added 12 mins ago
GV
Shipper/Receiver
Greater Vancouver Food Bank
Burnaby, BC
- Full-time
…execution of shipping, receiving, inventory transactions, and product transfers across Greater Vancouver Food Bank (GVFB) operations. Acting as the primary point of coordination for inbound…
Added 12 mins ago
RT
ELYSIS – Conseiller Senior procédé / Senior process advisor
Rio Tinto
Saguenay, QC
- Full-time
Added 27 mins ago
FG
Car Sales Consultant - Volkswagen of Saskatoon
FFUN Group
Saskatoon, SK
- Full-time
We are looking for a Car Sales Consultant/Product Specialist to join our team at Volkswagen of Saskatoon. If you’re high-energy, people-focused, and motivated by success, this is your…
Added 27 mins ago
R
Boutique Director-Vancouver
Richemont
Vancouver, BC
- Full-time
Initiate activities for new product launches, events and activities to enhance visibility in the market and increase net sales
Added 27 mins ago
S
Content Developer
SOTI
Mississauga, ON
- Full-time
As a Content Developer, you will be responsible for creating and maintaining high-quality, technically accurate, and audience-focused learning experiences that deliver significant value to…
Added 27 mins ago
CO
Director, Sales- Discover Payment Network
Capital One
Toronto, ON
- Full-time
At least 8 years of direct sales or account management, product management, contract negotiation or related experience
Added 27 mins ago
CO
Principal Associate, Product Management
Capital One
Toronto, ON
- Full-time
161 Bay Street (93021), Canada, Toronto,Toronto, Ontario,Principal Associate, Product Management
Added 29 mins ago
Trades Instructor
Manitoba Justice
The Pas, MB
…addition, the incumbent properly manages the storage of food product and participates in the maintenance of food service administrative processes to ensure that the product is protected and…

AceStack

Forward Deployed Engineer – AI, Data Engineering & MLOps / Toronto, ON (Onsite) - FTE

Toronto, ON, Canada

Full-time

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Job details

Job type: Full-time
Apply by: Nov 8, 2026
Posting language: English
Posted: Oct 9, 2026

Original job description

Job Title: Forward Deployed Engineer – AI, Data Engineering & MLOps

Location: Toronto, ON

Work Mode: Onsite

Experience: 10–14 Years

Job Description

We are seeking an experienced Forward Deployed Engineer with strong expertise in Python, PySpark, SQL, Claude, APIs, AI application development, and MLOps. The ideal candidate will work directly with client stakeholders and engineering teams to discover business problems, analyze real-world data, rapidly build AI-powered solutions, and deploy reliable, production-ready applications that deliver measurable business outcomes.

Must-Have Technical Skills

Python, PySpark & SQL: Strong hands-on experience in data engineering, data profiling, distributed processing, and production-grade software development.
AI & LLM Engineering: Experience with Claude, prompt engineering, Retrieval-Augmented Generation (RAG), vector databases, semantic search, and agentic AI workflows.
APIs & Application Integration: Expertise in REST APIs, FastAPI, enterprise application integration, and connecting AI solutions to enterprise data sources.
Data Engineering & DataOps: ETL/ELT, batch and streaming pipelines, data quality, metadata, lineage, orchestration, and observability.
MLOps / LLMOps: Model lifecycle management, MLflow, CI/CD, automated deployment, model evaluation, monitoring, rollback, and production support.
Cloud & Platform Engineering: Experience with cloud data platforms, Docker, Kubernetes, Airflow, Git, distributed computing, and infrastructure automation.
Security & Governance: IAM/RBAC, encryption, secrets management, data privacy, auditability, compliance, and responsible AI controls.
Production Engineering: Automated testing, performance optimization, error handling, reliability engineering, incident resolution, and operational monitoring.
Data Discovery & Evaluation: Profiling unfamiliar datasets, assessing data quality and feasibility, building evaluation datasets, conducting error analysis, and improving AI solution quality.
Forward-Deployed Delivery: Experience working directly with clients to conduct discovery, build rapid prototypes, integrate enterprise systems, deploy solutions, and measure business impact.

Roles & Responsibilities

Engage directly with client SMEs, business users, product owners, and engineering teams to understand workflows, business objectives, data sources, constraints, and success criteria.
Design, develop, and deploy enterprise-grade AI and data applications using Python, PySpark, SQL, Claude, FastAPI, and REST APIs.
Profile and analyze client data to assess data quality, coverage, volumes, distributions, edge cases, and business-process gaps.
Build and operationalize Claude-powered applications, copilots, RAG pipelines, vector search solutions, and agentic AI workflows.
Architect and implement scalable batch, streaming, and real-time data pipelines across enterprise data platforms.
Rapidly develop prototypes using real client data and APIs, validate them with users, and iteratively harden solutions for production.
Implement MLOps/LLMOps workflows covering evaluation, automated testing, CI/CD, deployment, monitoring, rollback, and lifecycle management.
Establish responsible AI, security, privacy, traceability, governance, and human-oversight controls.
Troubleshoot data-access, API, identity, networking, infrastructure, security, and deployment issues in collaboration with client teams.
Own post-deployment stabilization, incident diagnosis, performance and latency optimization, cost monitoring, and production support.
Measure adoption and business outcomes using KPIs such as productivity gains, time saved, error reduction, processing efficiency, and solution quality.
Lead technical workshops, solution design, architecture reviews, code reviews, demonstrations, and effort estimation.
Develop reusable frameworks, accelerators, reference architectures, runbooks, and implementation standards.
Mentor engineering teams and ensure effective knowledge transfer, documentation, operational handover, and ongoing support readiness.

Qualifications

Bachelor’s degree in Computer Science, Engineering, Information Systems, Data Management, or a related discipline; equivalent relevant experience may be considered.
10–14 years of relevant experience across data engineering, AI application development, cloud data platforms, APIs, and production software engineering.
Experience delivering solutions in Banking, Financial Services, Insurance (BFSI), or other regulated enterprise environments.
Strong client-facing consulting, problem-solving, communication, and technical presentation skills.
Demonstrated ability to take solutions from discovery and rapid prototyping through production deployment, adoption, and measurable business outcomes.
Willingness to work onsite with client teams and travel when required.

Preferred: Certifications in cloud platforms, AI engineering, MLOps, data engineering, Kubernetes, enterprise architecture, or security.

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More about this job

Responsibilities

Engage with client stakeholders to discover business needs, analyze data, and design, prototype, deploy, and support production-grade AI and data applications. Build scalable data pipelines and Claude-powered solutions, operationalize MLOps/LLMOps, establish security and governance controls, and measure business outcomes.

Requirements

Requires 10–14 years of relevant experience across data engineering, AI application development, cloud data platforms, APIs, and production software engineering, along with strong client-facing consulting and communication skills. A bachelor’s degree or equivalent relevant experience is required; experience in BFSI or other regulated enterprise environments is expected, and relevant certifications are preferred.

Skills

Python
PySpark
SQL
Claude
Prompt Engineering
Retrieval-Augmented Generation
Vector Databases
Semantic Search
Agentic AI
REST APIs
FastAPI
Data Engineering
MLOps
LLMOps
Cloud Platforms
Kubernetes

Visa sponsorship

Not detected in the job text

Keywords

Python
PySpark
SQL
Claude
Prompt Engineering
Retrieval-Augmented Generation
Vector Databases
Semantic Search
Agentic AI
REST APIs
FastAPI
ETL/ELT
Batch and Streaming Pipelines
DataOps
MLOps
LLMOps
MLflow
CI/CD
Docker
Kubernetes
Airflow
Cloud Data Platforms
Distributed Computing
Data Governance
Responsible AI
BFSI
Data Quality
Model Evaluation
Production Support
Infrastructure Automation

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