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Added 23 days ago
EN
Lead Ping identity Support Engineer
Exl Neo
Canada
- Contract
We are looking for an experienced Ping Identity Support Engineer/Lead to manage and support enterprise IAM platforms built on the Ping Identity suite. The role involves L2/L3 production…
Added 23 days ago
GR
Scada Engineer
Grand River Conservation Authority
Cambridge, ON
- $84,866 to $103,253 CAD / year
- Full-time
…skills with Emerson Control Wave Designer and ACCOL programming, Python and Java scripting are an asset. Microsoft SQL experience with TSQL, SSIS, SQL Views, SQL job management and SQL…
Added 23 days ago
H
Intermediate Software Engineer
Hays
Toronto, ON
- Contract
A junior-to-intermediate engineer with strong AWS fundamentals, Python scripting experience, and exposure to modern development practices. The work is more operational and support-focused…
Added 23 days ago
AS
Applied AI Engineer
Axelon Services Corporation
Montreal, QC
- $65.52 CAD / hour
- Other
Proficiency in Python and experience building APIs, integrations, and enterprise applications.
Added 23 days ago
VT
Machine Vision Application Engineer
Valiant TMS
Windsor, ON
- Full-time
Join Our Team as a Machine Vision Application Engineer!
Added 23 days ago
M
Capture Device Operations Engineer
Mecka
Richmond Hill, ON
- $135,000 to $155,000 CAD / year
- Full-time
Python or shell scripting skills for diagnostics, device checks, and operational automation.
Added 23 days ago
GD
Principal Data & AI Engineer
General Dynamics Missions System International
Ottawa, ON
- $140,000 to $170,000 CAD / year
- Full-time
The Principal Data & AI Engineer will be responsible for establishing and maturing our enterprise data engineering capability, defining architecture and integration patterns, and leading…
Added 23 days ago
Senior Security Engineer - Cloud Security
PagerDuty
Toronto, ON
Senior Security Engineer - Cloud Security (Platform Engineering, Kubernetes & Identity)
Added 23 days ago
A
Forward Deployed Engineer – AI, Data Engineering & MLOps / Toronto, ON (Onsite) - FTE
AceStack
Toronto, ON
- Full-time
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…
Added 23 days ago
FM
Embedded Engineer
Flosonics Medical
Toronto, ON · Greater Toronto Area, Canada
- Full-time
We are seeking a hands-on Embedded Engineer to join our Engineering team. In this role, you will own the development, validation, and maintenance of FloPatch firmware while supporting…
Added 23 days ago
I
Escalation Engineer- Toronto
Island
Toronto, ON
- Full-time
As an Escalation Engineer, you’ll join our growing global Escalation team that sits at the intersection of our customers and our engineering teams. You will deliver exceptional support…
Added 23 days ago
JG
Cloud Automation & DevOps Engineer
J&M Group
Toronto, ON
- Contract
We are seeking a Cloud Automation & DevOps Engineer to design, automate, and support enterprise container platforms and CI/CD capabilities.
Added 23 days ago
C
Senior Optical Engineer
Ciena
Ottawa, ON
- $94,100 to $150,300 CAD / year
- Full-time
As a senior technical contributor on the Optical Systems Performance (OSP) Team, the Optical Systems Engineer advances end-to-end optical fiber sensing architectures and system designs…
Added 23 days ago
CF
Network Engineer
Canadian Fiber Optics Corp
Calgary, AB
- Full-time
We are seeking a highly driven Network Engineer to join our Network Operations Team. The successful candidate will be responsible for designing, dimensioning, building, and testing the…
Added 23 days ago
J
Senior Data Engineer
JLL
Toronto, ON · Canada Home Office - ON
- Full-time
As a Senior Data Engineer at JLL, you will leverage advanced technical expertise and enterprise-focused thinking to drive AI-powered automation that achieves strategic business objectives.…
Added 23 days ago
A
Data Mining Engineer, Software
arcadia
Toronto, ON
- $150,000 to $200,000 CAD / year
- Full-time
A fast growing, series A start up is hiring for a Software, Data Mining Engineer to join their growing team. They are focused on building the data and intelligence layer for the public…
Added 23 days ago
TC
Site Reliability Engineer
TJX Canada – Winners, Marshalls, HomeSense
Mississauga, ON
- Full-time
We’re looking for a Site Reliability Engineer who can closely work with Arch/Design/Business team, including Developer testing, performance, good visibility of what is happening within the…
Added 23 days ago
JG
Senior Cloud Security & DevSecOps Engineer
J&M Group
Toronto, ON
- Contract
Experience with SIEM, incident response, monitoring, scripting (Python/Bash/PowerShell), and SRE.
Added 23 days ago
P
Software Engineer, Test
Providius
Hamilton, ON
- $60,000 to $80,000 CAD / year
- Full-time
Providius is looking for a Software Engineer, Test to help build and maintain the automated testing behind our software products.
Added 23 days ago
TC
SRE/DevOps Engineer with strong Kubernetes Experience
TechNeptune Consulting Inc.
Canada
- Full-time
…policy-as-code, and compliance gates - and script confidently in Python, PowerShell, or…
Added 23 days ago
AS
Data Platform Engineer
AgileGrid Solutions
Canada
- Full-time
McKesson is seeking a Lead Data Platform Engineer to define and drive the future of our enterprise data ecosystem. This highly visible technical leadership position involves establishing…
Added 23 days ago
KR
L3 Operations Engineer
KTek Resourcing
Canada
- Contract
The L3 VCF Operations Engineer is a subject matter expert responsible for the advanced operational management, in-depth troubleshooting, and strategic optimization of the VMware Cloud…
Added 23 days ago
L
Forward Deployed Engineer (Toronto)
LumApps
Toronto, ON
- Full-time
As a Forward Deployed Engineer (FDE), you are the "tip of the spear" for our most strategic initiative. You will solve hard technical truths on the ground, accelerating the adoption of our…
Added 23 days ago
T
Lead Cloud Platform Engineer
TechDoQuest
Toronto, ON
- Full-time
Added 23 days ago
TI
Cloud Engineer
Tekgence Inc
Calgary, AB
- Contract
We are seeking an experienced Cloud Engineer with strong expertise in cloud platforms, cloud security, and business analysis. The ideal candidate will work closely with business,…

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 14, 2026
Posting language: English
Posted: Oct 15, 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

Work directly with client stakeholders and engineering teams to discover business needs, assess data, and design, prototype, and deploy production-ready AI and data applications. Operationalize AI and data solutions with secure, reliable pipelines and MLOps/LLMOps practices, then support deployments 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 a bachelor's degree or equivalent relevant experience. Candidates should have strong client-facing consulting and communication skills, experience in regulated enterprise environments, and the ability to deliver solutions from discovery through production and measurable outcomes.

Skills

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

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
Data Quality
DataOps
MLOps
LLMOps
MLflow
CI/CD
Docker
Kubernetes
Airflow
Cloud Data Platforms
Distributed Computing
IAM/RBAC
Responsible AI
BFSI
Data Governance
Model Evaluation
Production Support

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