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Added 1 min ago
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Production Supervisor, Siding & Trim (Woodbridge, ON)
Westlake
Woodbridge, ON · EXT - Woodbridge Siding
- Full-time
…maintenance. Our innovative vinyl, composite, and specialty materials support residential and commercial construction across diverse styles and climates. We promote a culture centered on…
Added 1 min ago
T
Head of Sales
TRUMPF
Oakville, ON
- Full-time
…Advanced machine tool technology knowledge is required. Strong application knowledge is preferred. Knowledge of connected / autonomous production is preferred. Customer Service experience…
Added 1 min ago
Financial Coordinator | Coordonnateur ou coordonnatrice des finances
Rideau Hall Foundation
Ottawa, ON
The Financial Coordinator plays a key role within the Finance team, providing day-to-day support across accounts payable, accounts receivable, donation processing, and audit activities.…
Added 1 min ago
SR
Manager, Operations - Film & TV - Maintenance
Sunbelt Rentals, Inc.
Toronto, ON
- Full-time
…equipment readiness, regulatory compliance, quality standards, and support for Film & TV production…
Added 16 mins ago
JI
Tree Planting Staff Summer 2027
J.D. Irving, Limited
Chipman, NB
- Full-time
…operations. These hands-on opportunities combine leadership support, logistics coordination, quality control, and operational assistance to help crews work safely, efficiently, and…
Added 16 mins ago
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Senior Python Engineer
Citi
Mississauga, ON
- Full-time
Collaborate with cross-functional teams (Risk, Quants, FO, DevOps, Production Support) for seamless delivery.
Added 16 mins ago
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Director Advanced Analytics and AI
CIBC
Toronto, ON
- Full-time
…portfolio, from intake and prioritization through development, production, adoption, and realized value. Create clear ownership, execution discipline, and accountability across…
Added 16 mins ago
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Senior Analyst, Market Risk Capital
BMO
Toronto, ON · YNG
- Full-time
…responsible for performing operational in-depth analysis to support the FRTB trading desk quantitative risk requirements. Additionally, the analyst is expected to answer to the extended…
Added 16 mins ago
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Analyst, Investment Banking, Energy
BMO
Calgary, AB · CALG
- Full-time
…suite of products and services to clients in the oil & gas production, power and energy infrastructure, and energy services sectors through an integrated Capital Markets platform, including…
Added 16 mins ago
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Market Fundamentals Analyst (18-mos Fixed-Term)
AESO
Calgary, AB · KPMG Tower
- Full-time
Support the development of the Long-Term Outlook, market assessments, and ad hoc analyses using production cost, resource adequacy, and market simulation models.
Added 16 mins ago
A
Market Fundamentals Analyst
AESO
Calgary, AB · KPMG Tower
- Full-time
…we are looking for a Market Fundamentals Analyst to lead and support forecasting and market analysis initiatives that inform Alberta’s evolving electricity market. You will conduct market…
Added 29 mins ago
IP
Maintenance Supervisor
Intercity Packers Meat & Seafood
AB · Edmonton, AB
- Full-time
Ensure entries in the preventative maintenance application (Maximo) are completed, reviewed, and verified.
Added 29 mins ago
PP
Training Supervisor
Pestell Pet Products
New Hamburg, ON
- Full-time
…Standard Operating Procedures (SOPs), and training manuals to support consistent employee onboarding, job competency, and ongoing skills development in a manufacturing environment. This…
Added 29 mins ago
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Développeur(euse) logiciel Senior/ Senior Software Developer - Clearance
Genetec
Montreal, QC
- Full-time
Contribuer à améliorer la performance, la stabilité et la rentabilité de nos services en production
Added 29 mins ago
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Développeur(euse) logiciel - Fabrication / Software Developer - Manufacturing
Genetec
Montreal, QC
- Full-time
…intégration fluide et de haute qualité des nouveaux produits en…
Added 29 mins ago
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Software Engineer
ProxyLink
Toronto, ON
- $80 to $90 CAD / hour
- Contract
Support application deployment, integration, performance optimization, and production troubleshooting.
Added 31 mins ago
P
Senior Producer
Propelis
Toronto, ON
- $90,000 to $105,000 CAD / year
- Full-time
Support translating conceptual creative vision into clear, executable production plans across CGI, motion, retouching, photography, and post‑production.
Added 31 mins ago
VC
Staff Software Engineer
Valsoft Corporation
Remote, Canada
- Full-time
- Remote
This role has no fixed lane - architecture, hands-on coding, mentoring, production support, whatever's needed. You pick it up rather than waiting for it to be assigned.
Added 31 mins ago
Innovation Manager
BWXT
Peterborough, ON
…lifecycle for safety and non-safety related systems for specific application within the nuclear…
Added 31 mins ago
M
RQ11611 - Business Analyst - Senior
Maarut
Toronto, ON
- Contract
Added 46 mins ago
Production Shift Supervisor
Ferrero
Brantford, ON
Support the Production Performance Analyst in the monthly inventory adjustment
Added 46 mins ago
NC
Manufacturing Supervisor- night shift
Norwell Consumer Healthcare | Norwell Santé Grand Public
Montreal, QC
- Full-time
Validates learning achievements and ensures their application.
Added 46 mins ago
UH
Administrative Dietetic Technician
University Health Network
Toronto, ON
- Part-time
…Computrition system administration, training, and technical support through the effective interpretation and application of patient information and clinical…
Added 46 mins ago
Software Development Engineer, Rendering Foundations
Amazon
Vancouver, BC
- Participate in code reviews, design discussions, and operational support for the systems the team owns.
Added 46 mins ago
RB
Director, SAP APFA Platform Lead
Royal Bank of Canada
Halifax, NS
- Full-time
…team is responsible for managing and maintaining more than 100 production applications that provide critical support to RBC’s Chief Financial Officer (CFO)…

Zodiac Solutions, Inc

Forward Deployed Engineer

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

Forward Deployed Engineer

Python/Pyspark + Claude + SQL + APIs + Data & MLOps

Mus Have:

Python / PySpark, LLM

Goo To Have:

Claude + SQL + APIs + Data & MLOps

10–14 years of experience in Data Engineering, AI Applications, LLM Integration, APIs and MLOps platforms.

Must Have Technical/Functional Skills

10+ years of experience in Data Engineering, AI Application Development, Cloud Data Platforms, and Production-grade Software Engineering.
Strong hands-on expertise in Python, PySpark, SQL, REST APIs, FastAPI, and enterprise application integration.
Experience designing and building AI-powered applications using Claude, Prompt Engineering, Retrieval-Augmented Generation (RAG), Vector Databases, Semantic Search, and Agentic AI patterns.
Deep understanding of Data Engineering frameworks, including ETL/ELT, batch and streaming pipelines, data quality, metadata management, lineage, observability, and DataOps practices.
Experience implementing and operationalizing MLOps / LLMOps capabilities including model lifecycle management, CI/CD pipelines, MLflow, monitoring, deployment automation, rollback, and production support.
Strong knowledge of cloud and modern data platforms, including compute, storage, integration, orchestration, security, networking, monitoring, and cost optimization services.
Hands-on experience with Git, Docker, Kubernetes, Airflow, MLflow, CI/CD, and distributed data processing frameworks.
Strong understanding of enterprise security and governance principles, including IAM/RBAC, encryption, secrets management, privacy controls, auditability, compliance, and secure data access.
Ability to translate business requirements into scalable solution designs, define non-functional requirements, estimate effort, and drive production-ready implementation.
Experience working with Banking, Financial Services, or Insurance (BFSI) data environments and familiarity with regulatory, security, privacy, and resilience requirements.
Strong client-facing consulting skills with experience conducting discovery workshops, solution shaping, rapid prototyping, stakeholder communication, and technical presentations.
Bachelor’s degree in computer science, Engineering, Information Systems, Data Management, or a related discipline.
Preferred certifications in Cloud Platforms, Kubernetes, AI Engineering, MLOps, Data Engineering, Enterprise Architecture, Security, or Program Delivery.
Experience working in a forward-deployed delivery model by embedding with client SMEs, business users, and engineering teams through solution validation, production deployment, adoption, and handover.
Strong hands-on data discovery skills, including profiling unfamiliar client data with Python, pandas, PySpark, and SQL; assessing coverage and quality; and quantifying volumes, distributions, edge cases, and business-process gaps before development.
Ability to rapidly build thin working solutions using real client data and APIs, validate them with users, and iteratively harden them with automated tests, security controls, error handling, observability, and production support procedures.
Experience creating business-relevant evaluation datasets with client SMEs, measuring ML or LLM quality, performing structured error analysis, grouping failures by root cause, and prioritizing improvements across releases.
Demonstrated production ownership after go-live, including monitoring, incident diagnosis, rollback, stabilization, performance and latency troubleshooting, and resolution of user-reported issues.
Ability to measure user adoption and business impact after launch using usage data and agreed KPIs such as time saved, error reduction, straight-through processing, quality improvement, or productivity gains.
Willingness and ability to travel or work onsite with client teams when an engagement requires close collaboration and accelerated delivery.

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More about this job

Responsibilities

Design and deliver production-ready data and AI applications, including data pipelines, LLM integrations, APIs, and MLOps/LLMOps capabilities. Work directly with client teams to discover and validate solutions, deploy and support them in production, and measure adoption and business impact.

Requirements

Requires 10 or more years of experience in data engineering, AI application development, cloud data platforms, and production software engineering, with strong hands-on skills in Python, PySpark, SQL, APIs, and AI/LLM technologies. Candidates should also have experience with production operations, enterprise security and governance, client-facing delivery, and BFSI environments; a bachelor's degree in a related discipline is specified.

Skills

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

Visa sponsorship

Not detected in the job text

Keywords

Python
PySpark
SQL
REST APIs
FastAPI
Claude
Prompt Engineering
Retrieval-Augmented Generation
Vector Databases
Semantic Search
Agentic AI
ETL/ELT
Batch And Streaming Pipelines
DataOps
MLOps
LLMOps
MLflow
CI/CD
Docker
Kubernetes
Airflow
Cloud Data Platforms
Data Quality
Data Governance
Enterprise Security
Banking, Financial Services, And Insurance
Data Profiling
Model Monitoring
Production Support
Client-Facing Consulting

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