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Added 8 mins ago
RE
Director of Construction Services
RedBranch Executive Search & Recruitment
Mississauga, ON
- Full-time
…Mississauga, and they are looking for a Director of Construction to lead their construction services team. This pivotal role involves overseeing all aspects of construction projects,…
Added 8 mins ago
Cambridge South ONroute - Tim Horton's Restaurant Brand Manager
Careers at ONroute
Cambridge, ON
…to working collaboratively across all brands, ensuring the delivery of the highest customer service levels, effectively managing all day-to-day plaza activities and ensuring compliance with…
Added 23 mins ago
SC
shift supervisor - Store# 04753, VANCOUVER GENERAL HOSPITAL-OAK&12TH
Starbucks Coffee Company
Vancouver, BC
- Full-time
…executing store operations during scheduled shifts. As a team lead, you will deploy partners and delegate tasks to create the Starbucks Experience for our customers by providing legendary…
Added 23 mins ago
SC
shift supervisor - Store# 23280, BAYVIEW & ROMFIELD
Starbucks Coffee Company
Markham, ON
- Full-time
…executing store operations during scheduled shifts. As a team lead, you will deploy partners and delegate tasks to create the Starbucks Experience for our customers by providing legendary…
Added 23 mins ago
SC
shift supervisor - Store# 20687, PARKSIDE VILLAGE
Starbucks Coffee Company
Mississauga, ON
- Full-time
…executing store operations during scheduled shifts. As a team lead, you will deploy partners and delegate tasks to create the Starbucks Experience for our customers by providing legendary…
Added 23 mins ago
SC
shift supervisor - Store# 04626, COCHRANE CITY CENTRE SC
Starbucks Coffee Company
Cochrane, AB
- Full-time
…executing store operations during scheduled shifts. As a team lead, you will deploy partners and delegate tasks to create the Starbucks Experience for our customers by providing legendary…
Added 23 mins ago
SC
shift supervisor - Store# 83642, SOUTH POINT VILLAGE
Starbucks Coffee Company
Airdrie, AB
- Full-time
…executing store operations during scheduled shifts. As a team lead, you will deploy partners and delegate tasks to create the Starbucks Experience for our customers by providing legendary…
Added 23 mins ago
SC
shift supervisor - Store# 04575, CANADIAN TIRE
Starbucks Coffee Company
Ottawa, ON
- Full-time
…executing store operations during scheduled shifts. As a team lead, you will deploy partners and delegate tasks to create the Starbucks Experience for our customers by providing legendary…
Added 23 mins ago
SC
shift supervisor - Store# 23314, QUEEN & GATEWAY-BRAMPTON
Starbucks Coffee Company
Brampton, ON
- Full-time
…executing store operations during scheduled shifts. As a team lead, you will deploy partners and delegate tasks to create the Starbucks Experience for our customers by providing legendary…
Added 23 mins ago
SC
shift supervisor - Store# 04703, YONGE & PARK HOME
Starbucks Coffee Company
Toronto, ON
- Full-time
…executing store operations during scheduled shifts. As a team lead, you will deploy partners and delegate tasks to create the Starbucks Experience for our customers by providing legendary…
Added 23 mins ago
SC
shift supervisor - Store# 27105, LOUGHEED HWY & HURD ST.
Starbucks Coffee Company
Mission, BC
- Full-time
…executing store operations during scheduled shifts. As a team lead, you will deploy partners and delegate tasks to create the Starbucks Experience for our customers by providing legendary…
Added 23 mins ago
SC
shift supervisor - Store# 59486, 305 MILL STREET
Starbucks Coffee Company
Angus, ON
- Full-time
…executing store operations during scheduled shifts. As a team lead, you will deploy partners and delegate tasks to create the Starbucks Experience for our customers by providing legendary…
Added 23 mins ago
SC
shift supervisor - Store# 22863, EAST 2ND AND QUEBEC
Starbucks Coffee Company
Vancouver, BC
- Full-time
…executing store operations during scheduled shifts. As a team lead, you will deploy partners and delegate tasks to create the Starbucks Experience for our customers by providing legendary…
Added 23 mins ago
SC
shift supervisor - Store# 26842, UNIVERSITY & BUCHANAN AVE.
Starbucks Coffee Company
Charlottetown, PE
- Full-time
…executing store operations during scheduled shifts. As a team lead, you will deploy partners and delegate tasks to create the Starbucks Experience for our customers by providing legendary…
Added 38 mins ago
HT
Advanced Applications Blow Molding Specialist
Husky Technologies
Bolton, ON
- Full-time
…passion of our people around the world and their desire to lead change. At the same time, we are not afraid to expect a lot and strive for leadership in all of our key markets. We are a…
Added 38 mins ago
HT
Engineering Team Leader (PET HR)
Husky Technologies
Bolton, ON
- Full-time
Plan, organize and lead a design team for new product development with adherence to Product Development Process, Husky Standards and Stage Gate. Responsibilities include estimating effort…
Added 38 mins ago
C
Senior Manager, Compensation (People & Culture) (Hybrid/Telework)
CBC/Radio-Canada
Ottawa, ON · Montreal, QC
- Full-time
Lead the annual salary planning (merit review) cycle, external market benchmarking studies, and comprehensive pay scale reviews.
Added 38 mins ago
T
Actuarial Analyst III - Capital
TD
Toronto, ON · Montreal, QC
- Full-time
Prepare, validate and on-time delivery of FCT reports.
Added 38 mins ago
T
Channels Architect
TD
Toronto, ON
- Full-time
Lead architectural reviews, spike investigations, and critical design decisions.
Added 38 mins ago
CT
Assistant Manager, Operations, McKeown Ave
Canadian Tire Corporation
North Bay, ON
- Full-time
Provides leadership to the team, consistently coaches, and follows up to ensure the delivery of the service model standards are provided to each customer.
Added 38 mins ago
CT
Customer Experience Manager, McKeown Ave
Canadian Tire Corporation
North Bay, ON
- Full-time
…exceptional customer experiences in our Mark’s Stores. They lead and develop a strong team, drive efficient operations, and analyze customer feedback to make improvements. The Customer…
Added 38 mins ago
M
Bilingual E-Commerce Control Auditor
Manulife
Waterloo, ON · Montreal, QC · Halifax, NS
- Full-time
Lead and support audit programs; coordinating, assessing, and making decisions on investigations
Added 1 hour ago
J
Head trainer/consultant
JobsMedia.io
Drummondville, QC
- Contract
When the lead trainer/consultant accepts a mandate, they commit to conducting the scheduled workshops according to the terms agreed upon by both parties.
Added 1 hour ago
DT
Gestionnaire de projet - Gestionnaire de programme sénior - Senior Project - Program Manager
Dell Technologies
ON · ON, Canada
- Full-time
Added 1 hour ago
SC
shift supervisor - Store# 05039, FORT SASKATCHEWAN - SOUTH POINTE
Starbucks Coffee Company
Fort Saskatchewan, AB
- Full-time
…executing store operations during scheduled shifts. As a team lead, you will deploy partners and delegate tasks to create the Starbucks Experience for our customers by providing legendary…

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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