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Added 3 mins ago
FN
Home child care provider
Ferrara nanny
North York, ON
- From $20.85 CAD / hour
- Full-time
- On-site
Added 4 mins ago
MP
Sales Property Consultant (Dubai Based)
McCone Properties
Winnipeg, MB
- Full-time
No experience required - we train you from zero
Added 4 mins ago
WS
Community and Employer Engagement Specialist
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Calgary, AB
- Full-time
…The Community and Employer Engagement Specialist takes the lead role to develop and deliver business spotlight events, job fairs and Ask Me Anything sessions throughout the…
Added 4 mins ago
MP
Real Estate Agent – No Experience Needed (Dubai)
McCone Properties
Winnipeg, MB
- Full-time
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Senior Consultant - Non-Financial Risk and Controls (French bilingual)
EY
Montreal, QC
Plan, lead, and perform internal audit, Sarbanes-Oxley (SOX), and internal controls projects in accordance with the client's risk management strategy
Added 20 mins ago
FO
Project Manager III
First Onsite - CA
NS · Dartmouth, NS
- Full-time
…that inspire confidence? Do you enjoy guiding teams, building client trust, and seeing projects through from the first estimate to the final walkthrough? If so, our Project Manager…
Added 20 mins ago
AD
Diagnostic Sales Manager (Ottawa, ON)
Antech Diagnostics
Ottawa, ON
- Full-time
…determined using factors such as relevant job-related skills, experience, education, training and…
Added 26 mins ago
CD
Asbestos removal supervisor
Canmore Demolition Company LTD
Dead Man's Flats, AB
- From $36.35 CAD / hour
- Full-time
Remove asbestos, ceramic fibres, lead and mould and urea-formaldehyde insulation materials from buildings
Added 34 mins ago
C
Gestionnaire des Installations - Facilities Manager
CBRE
Quebec, QC · Greater Quebec City Metropolitan Area
- Full-time
Maintain positive client relationships and conduct meetings on unresolved facility issues.
Added 34 mins ago
DG
Sales Consultant
Dilawri Group of Companies
Vancouver, BC
- Full-time
Deliver a superior customer experience by understanding client needs and ensuring high satisfaction.
Added 34 mins ago
DG
Sales Consultant
Dilawri Group of Companies
Vancouver, BC
- Full-time
Deliver a superior customer experience by understanding client needs and ensuring high satisfaction.
Added 34 mins ago
M
Proposals Specialist (2 positions)
McElhanney
Calgary, AB
- Full-time
…turning technical content into compelling, eye-catching, and client-focused proposals to join our team. In this role, you’ll apply your strong writing, critical thinking, and communication…
Added 34 mins ago
C&
Accident Benefits Adjuster (Contract)
Crawford & Company
Toronto, ON
- Full-time
As a member of the WorkForce Advantage team, you will join our talent roster and may be matched with client contracts based on your availability, experience, and fit. You will remain an…
Added 43 mins ago
E
Logistics lead
Exprex
Longueuil, QC
- From $36 CAD / hour
- Full-time
- On-site
Added 54 mins ago
DH
Nanny
Debra Heilpern
Hampstead, QC
- From $19 CAD / hour
- Full-time
- Contract
- On-site
Added 54 mins ago
AR
Home child care provider
Ali Rehman
Ajax, ON
- From $20.85 CAD / hour
- Full-time
- On-site
Added 55 mins ago
ML
Child caregiver - private home
Mrs. Li
Brossard, QC
- From $19 CAD / hour
- Full-time
- Contract
- On-site
Added 1 hour ago
V
Python Gen AI developer
Virtusa
Mississauga, ON
- Full-time
We are seeking a highly skilled and experienced Lead Software Engineer to join our team. In this role, you will lead the design and development of scalable, API-driven solutions leveraging…
Added 1 hour ago
V
Python Gen AI
Virtusa
Mississauga, ON
- Full-time
We are seeking a highly skilled and experienced Lead Software Engineer to join our team. In this role, you will lead the design and development of scalable, API-driven solutions leveraging…
Added 1 hour ago
FH
Credit and Collection Team Leader
Fuze HR Solutions
Mississauga, ON
- Full-time
We are seeking an experienced Credit & Collections Team Leader for our growing client in the construction industry to oversee daily collections activities, manage a portfolio of customer…
Added 1 hour ago
TC
Residential Child and Youth Worker, Temp Full-Time
Taproot Community Support Services
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- Full-time
Our 800-plus employee-owners live by five shared values: we are stronger together, we lead with optimism, we embrace challenges, we respect every voice, and we go above and beyond. Guided…
Added 1 hour ago
SM
RQ11531 – Scrum Master – Intermediate
S M Software Solutions Inc
Toronto, ON
- Internship
Client: Ministry of Public and Business Service Delivery and Procurement - RQ11531
Added 1 hour ago
SM
RQ11612 – Business Analyst – Senior
S M Software Solutions Inc
Toronto, ON
- Internship
Client: Ministry of Public and Business Service Delivery and Procurement - RQ11612
Added 1 hour ago
SM
RQ11491 - Product Manager - Senior
S M Software Solutions Inc
Toronto, ON
- Internship
Client: Ministry of Public and Business Service Delivery and Procurement - RQ11491
Added 1 hour ago
SM
RQ00388 – Solution Architect
S M Software Solutions Inc
Fredericton, NB
- Full-time
We are seeking an experienced Solution Architect to support the Province of New Brunswick, with strong experience in IM/IT, application and solutions architecture, enterprise application…

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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