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Added 12 mins ago
CS
Senior PeopleSoft FSCM Consultant
Confiar Services
Toronto, ON
- Contract
The candidate must have hands-on experience with global implementations, application integrations, API development, production support, batch processing, and release management. A strong…
Added 12 mins ago
MI
Scheduling Manager
Mercer International Inc.
Okanagan Falls, BC
- $95,000 to $120,000 CAD / year
- Full-time
…Spokane Valley, WA, and Conway, Arkansas with a combined annual production capacity of over 255,000 cubic metres of mass timber. MMT is part of Mercer International, a leading forest…
Added 12 mins ago
S
Sales Profess.
Schaeffler
Chatham-Kent, ON · Chatham, ON
- Full-time
Support plant topics for delivery issues, and engineering changes.
Added 12 mins ago
QM
Contrôleur adjoint - Montréal - Atwater - 75 k$ à 95 k$ / Assistant Controller - Montreal - Atwater
Quantum Management Services Ltd.
Montreal, QC
- $75,000 to $95,000 CAD / year
- Full-time
- Participer à la clôture mensuelle, aux rapprochements de comptes et à la production de rapports financiers.
Added 12 mins ago
GV
Opérateur (-trice) de Support | Support Operator
Grass Valley
Montreal, QC
- Full-time
L’opératrice de support ou l’opérateur de support sera responsable des tâches opérationnelles quotidiennes du Magasin, Réception, Expédition et Support Tech.
Added 12 mins ago
P
Manufacturing Supervisor- night shift
Pharmascience
Montreal, QC
- Full-time
Validates learning achievements and ensures their application.
Added 12 mins ago
SC
Executive Underwriter (CL)
SPG Canada
Vancouver, BC
- Full-time
Develop and support professional business partnerships with brokers by providing prompt service, presenting quotations, negotiating coverage within delegated authority parameters, and…
Added 14 mins ago
MW
Firmware Developer III
Mueller Water Products
Toronto, ON
- Full-time
Support products from release to quality assurance through to field trials and production including fixing bugs reported by QA
Added 28 mins ago
S
Application Developer
Systematix
Toronto, ON
- Contract
This intermediate-level role combines application analysis, software development, and production support. The successful candidate will work closely with business and technology partners to…
Added 29 mins ago
Research Technician II
OICR
ON · MaRS Centre, Toronto, Ontario
Provide guidance and training support for junior staff.
Added 29 mins ago
C
Senior Web Developer - Front End (React, JS)
CIBC
Toronto, ON
- Full-time
…Vue.js. You'll create scalable, resilient user experiences that support complex workflows, validation rules, and real-time feedback. You'll work closely with backend partners to shape…
Added 43 mins ago
BC
Fuel & Lube Operator
Big Country Equipment Repair LTD
BC · British Columbia, Canada
- Full-time
Take on additional duties as needed to support the overall mechanical availability of production equipment.
Added 43 mins ago
R
Staff Data Scientist, AI Evaluations Platform- EN
RBC
Montreal, QC
- Full-time
…frameworks that help AI systems move from experimentation to production with evidence and control, while providing technical guidance and mentorship to other data scientists on the…
Added 43 mins ago
ED
Sr Software Developer (Lead) - EN 178
Export Development Canada | Exportation et développement Canada
Ottawa, ON
- $96,557 to $128,743 CAD / year
- Full-time
At EDC, we support Canadian businesses to succeed globally. We provide the financial tools and expertise they need to explore new markets, reduce risks, all towards the goal of making…
Added 43 mins ago
IW
Business Systems Analyst & Developer - Data, AI & Agentic Automation
Innotech Windows + Doors
Langley (District), BC · Langley, BC
- Full-time
Run a prototype-to-production review process for AI-built tools, covering security, data access, testing, ownership, and support.
Added 43 mins ago
TO
Drafting/Design Student
Tundra Oil & Gas
Virden, MB
- Internship
Tundra Oil & Gas is a Manitoba-based oil and gas exploration and production company and a wholly owned subsidiary of Winnipeg-based James Richardson & Sons, Limited. Tundra’s head office is…
Added 43 mins ago
KB
Analyst, Quality Control - Microbiology
Kedrion Biopharma
Laval, QC
- Full-time
Completing sample analyses related to products and the production environment; membrane filtration, bacterial endotoxins, pathogen detection, total protein determination, environmental…
Added 44 mins ago
A
Data Storage Manager
ATCO
Calgary, AB
- Full-time
Lead storage technology maintenance, business application support, and infrastructure improvement projects
Added 44 mins ago
LC
Registered Pharmacy Technician
Loblaw Companies Limited
Sarnia, ON
- Full-time
The role of the pharmacy technician is to aid the pharmacy in the production of prescriptions and provide optimal customer service. Participate actively in growing prescription and OTC…
Added 44 mins ago
HD
Illustration Assistant
Hadley Designs
Remote, Canada
- Full-time
- Remote
…her creative direction and carrying it through to finished, production-ready product art. This is a maker's seat, not a template-and-layout role. If you love to draw, you have a genuine eye…
Added 44 mins ago
Dev Ops Engineer (Student Position)
The Canada Life Assurance Company
Toronto, ON
Applicants are required to submit both their resume and their most recent unofficial transcript as part of the application process.
Added 44 mins ago
Chemistry Technologist
Government of Alberta
AB
…scientific innovation, and consumer confidence. Your work will help support safe food production, strengthen market access, and protect the health of…
Added 44 mins ago
Specialist Systems, IT
City of Mississauga
Mississauga, ON
…Specific in-office days may be set by the team or department to support collaboration and business…
Added 59 mins ago
Upstream Engineer - Students Seeking Opportunities
ExxonMobil
AB · Calgary, AB
…maintenance, technical specialists, and geoscience professionals to support safe, reliable, and efficient operations. You'll have the opportunity to apply your technical knowledge to…
Added 59 mins ago
GD
Junior Mechanical Engineering Developer, Design (12-Month Term)
General Dynamics Missions System International
Calgary, AB
- Contract
…definition through design verification, qualification, and production. You will work closely with engineering and cross-functional teams to develop practical, manufacturable designs 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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