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Added 6 mins ago
PH
Magnetic Resonance Imaging Supervisor S3C
Providence Healthcare
Vancouver, BC
- Temporary
Facilitate and coordinate research and development projects, participate in the management of computerized information systems and maintain inventory of supplies.
Added 6 mins ago
MH
Event Marketing Manager
MedMe Health
Toronto, ON
- $70,000 to $100,000 CAD / year
- Full-time
…Most events will be staffed by our founders, Sales or Business Development teams. You’ll prepare them to run the event on site and support them remotely. For the select events you attend,…
Added 20 mins ago
AC
D365 F&O Functional Analyst
Aston Carter
Richmond, BC
- Full-time
3+ years of hands-on experience with D365 Finance & Operations as a functional analyst, administrator, or support lead, or at least 2+ years with strong prior ERP experience.
Added 20 mins ago
RF
Program Coordinator
RISC Foundation (Risk and Insurance Studies Centre)
Toronto, ON
- Contract
· Lead the expansion of REaL by identifying opportunities to deliver additional camps, enter new communities, develop new program themes, and establish scalable delivery models.
Added 20 mins ago
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Product Lead
Pontosense
Toronto, ON
- Full-time
Lead the product that home care organizations and partners use to keep older adults safe, at a fast-growing senior care technology company in 24 countries.
Added 21 mins ago
Retail Experience Lead
Fire & Flower Inc.
Mississauga, ON
The Retail Experience Lead is responsible for opening and closing duties, overseeing daily operations, and supervising staff during an assigned shift.
Added 21 mins ago
EC
Senior Electrical Engineer
EnGlobe Corp.
Dartmouth, NS
- Full-time
Lead the design and delivery of electrical engineering projects for commercial, institutional, industrial, municipal, and infrastructure clients;
Added 21 mins ago
EC
Technical Director, Geotechnical
EnGlobe Corp.
Toronto, ON · Etobicoke, Ontario
- Full-time
Lead independent technical reviews and quality assurance processes for major engineering deliverables;
Added 21 mins ago
AM
Sr. Manager - RTL Design Manager
Advanced Micro Devices, Inc
Markham, ON
- Full-time
Lead and coordinate RTL design activities from specification through integration and project delivery.
Added 21 mins ago
AM
Program Manager
Advanced Micro Devices, Inc
Ottawa, ON
- Full-time
Lead end‑to‑end program execution, including development and validation phases, ensuring alignment across hardware, firmware, software, and driver teams
Added 21 mins ago
FH
RN Clinical Mentor - Internal Medicine
Fraser Health
BC · Tri-Cities / Coquitlam / Port Coquitlam / Port Moody, British Columbia
- Part-time
Utilizing advanced nursing experience and clinical expertise, the Clinical Mentor supports staff training and development, advises on nursing practice, and contributes to the advancement of…
Added 36 mins ago
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IT Sales Manager
Solidy | Software Development Company
BC
- Full-time
Development and Implementation of an organization sales strategy, where the results can be identified as a driver for company growth and financial goal projections
Added 51 mins ago
Advisor, Emergency Management
Regional Municipality of Wood Buffalo
Fort McMurray, AB
Leadership: Takes a lead role in developing and implementing innovative and practical approaches to Emergency Management program initiatives including RECC, REMP maintenance, emergency…
Added 1 hour ago
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Lead Software Engineer
Virtusa
Toronto, ON
- Full-time
Added 1 hour ago
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Lead Software Engineer
Virtusa
Toronto, ON
- Full-time
Collaborate with cross-functional teams to understand requirements and identify defects early in the development process.
Added 1 hour ago
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Lead Software Engineer
Virtusa
Toronto, ON
- Full-time
Knowledge of PL/SQL and Oracle development tools.
Added 1 hour ago
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Senior Software Engineer
Virtusa
Toronto, ON
- Full-time
Technical & Domain Literacy: Advanced understanding of Software Development Lifecycle (SDLC), Architecture Basics, CI/CD Concepts, and Cloud & API Overview.
Added 1 hour ago
V
Lead Software Engineer
Virtusa
Toronto, ON
- Full-time
Familiarity with AWS CDK (Cloud Development Kit).
Added 1 hour ago
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2D FX Supervisor
Stellar Creative Lab
Vancouver, BC
- Full-time
…looking for a highly talented, empathetic 2D FX Supervisor to lead our effects team.We need a leader who can conceptualize and establish the aesthetic, creative, and technical quality…
Added 1 hour ago
CO
Manager, Digital Solutions
City of Saint John
Saint John, NB
- Full-time
Lead the development of dashboards, operational reporting, and decision-support tools
Added 1 hour ago
VC
Psychiatric Emergency Assessment & Treatment Nurse - Registered Nurse (RN) / Registered Psychiatric Nurse (RPN)
Vancouver Coastal Health
North Vancouver, BC
- $41.42 to $55.91 CAD / hour
- Part-time
…corporate initiatives and engages in on-going team planning, development, evaluation and quality improvement…
Added 1 hour ago
KI
Co-op/Intern Sales Operations
Kinaxis Inc.
Ottawa, ON
- Internship
…This role provides hands-on experience in data management, lead processes, CRM management, reporting, and cross-functional…
Added 1 hour ago
EI
Test Specialist - CDU
Ecolab Inc.
Calgary, AB
- Full-time
You will also lead root cause analysis, drive corrective actions for design and manufacturing issues, and support continuous improvement initiatives. Hands-on work with instrumentation,…
Added 1 hour ago
CO
Application & Integration Technical Analyst
City of Saint John
Saint John, NB
- Full-time
Proficient working knowledge in software delivery/change practices: requirements clarification, testing/UAT support, release/change coordination, application lifecycle management,…
Added 1 hour ago
Account Executive - Biodiversity Data Product
Alveole
Montreal, QC
Lead the end-to-end sales process for Alvéole’s Nature & Biodiversity Data product

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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