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Added 12 mins ago
HT
Designer, Development (Service)
Husky Technologies
Bolton, ON
- Full-time
The service team is currently seeking a Mechanical engineer/designer to specialize in resolving service issues.
Added 27 mins ago
RF
Senior Platform Engineer
Rodeo FX
Montreal, QC
- Full-time
…freedom, resources, and environment they need to produce high-quality work and thrive in a stimulating, collaborative, and supportive…
Added 42 mins ago
ES
Structural Engineer P.Eng
Engineering Search Firm Inc.
Hanover, ON
- Full-time
Our client, a leader in the manufacturing and engineering world is looking for an experienced Professional Engineer to play a key role in the design, analysis, approval and continuous…
Added 1 hour ago
MC
Senior QA Engineer III – Automation | Banking | API | Kafka | ETL (35729)
Myticas Consulting
Ottawa, ON
- Full-time
You are a hands-on senior QA automation engineer who can go beyond executing existing test scripts. You can design frameworks, understand complex backend integrations, trace data across…
Added 1 hour ago
MC
Principal Embedded Software Firmware Engineer (35837)
Myticas Consulting
Ottawa, ON
- Contract
Principal Embedded Software/Firmware Engineer
Added 1 hour ago
MC
Technical Consultant III (35732)
Myticas Consulting
Toronto, ON
- Full-time
Technical Consultant III (Software Engineer, Senior/Lead)
Added 1 hour ago
C
Manager AI Engineering-CA
CN
Quebec, QC
- Full-time
Collaborate with data engineers, platform teams, and business partners to ensure AI solutions are aligned with enterprise architecture, data quality, and operational requirements
Added 1 hour ago
MC
Data Analyst – Power BI Microsoft Fabric (35903)
Myticas Consulting
Ottawa, ON
- Full-time
Microsoft certifications such as Fabric Analytics Engineer Associate or Power BI Data Analyst Associate.
Added 2 hours ago
C-
Technical Sales Intern- Mississauga
Captiveaire - Region 114 Western PA
Mississauga, ON
- Volunteer
…December 2026 or May 2027 and has an interest in being a Sales Engineer. The role will be part time in the…
Added 3 hours ago
TR
Senior Electrical Engineer
The Redpath Group
North Bay, ON
- Full-time
The Sr. Electrical Engineer works closely with other engineering disciplines in order to provide crucial electrical decisions and technical strategic data to support Redpath’s projects.…
Added 4 hours ago
K
Process Design Engineer/Analyst
Kinectrics
Toronto, ON
- Full-time
…ensuring compliance with applicable safety, environmental, quality, regulatory, and customer…
Added 5 hours ago
L
Principal Engineer - Retail Systems
lululemon
Vancouver, BC
- Full-time
…experience and productivity tools, enterprise payments, store data and intelligence, retail expansion and reliability, wholesale/B2B technology, and contact center…
Added 5 hours ago
MS
Senior Software Quality Engineer
Myant Shared Service Corp.
Mississauga, ON
- Full-time
Use AI assistants to accelerate test design, test data generation, automation, analysis, and other quality engineering activities, while reviewing and validating AI-generated output.
Added 6 hours ago
T
Product Engineering Coordinator
Tayco
Remote, Canada
- Full-time
- Remote
Tayco is looking for one product engineering coordinator to join our Team! The Product Engineer Coordinator is responsible for the development and engineering of new product solutions, as…
Added 6 hours ago
AA
Processus & Performance - Équipe Ingénierie / Process & Performance - Engineering Team
Airbus Aircraft
Mirabel, QC
- Full-time
The A220 commercial aircraft program is seeking a Process and Performance Engineer to join our team within the Operational Excellence, Manufacturing Engineering department based in Mirabel…
Added 6 hours ago
ES
Senior Full-Stack Java Developer
EPAM Systems
Canada
- Full-time
This is a hands-on technical role focused on improving application security, code quality, and long-term maintainability while collaborating closely with the Principal Engineer. You'll have…
Added 6 hours ago
T
Product Engineering Coordinator
Tayco
Toronto, ON · Etobicoke, ON
- $70,000 to $80,000 CAD / year
- Full-time
Tayco is looking for one product engineering coordinator to join our Team! The Product Engineer Coordinator is responsible for the development and engineering of new product solutions, as…
Added 6 hours ago
HT
Designer, Development (Service)
Husky Technologies
Bolton, ON
- Full-time
The service team is currently seeking a Mechanical engineer/designer to specialize in resolving service issues.
Added 8 hours ago
ES
Senior Business Analyst
EPAM Systems
Toronto, ON
- Full-time
First Derivative is driven by people, data, and technology, unlocking the value of insight, hindsight, and foresight to drive organizations forward. Counting many of the world's leading…
Added 8 hours ago
BF
Estimator
Bauer Foundations
Burnaby, BC
- $80,000 to $120,000 CAD / year
- Full-time
This role requires a Civil Engineer with strong analytical capabilities and the ability to interpret complex technical specifications, develop design concepts, and manage all aspects of the…
Added 8 hours ago
BG
Process Engineer, Production
BV GLAZING
Concord, ON
- $85,000 to $95,000 CAD / year
- Full-time
…From Toronto to Texas, we are vertically integrated to design, engineer, manufacture and install the complete building envelope with today’s most ambitious developers. Serving both…
Added 8 hours ago
BG
Junior Project Operations Manager
BV GLAZING
Niagara Falls, ON
- $50,000 to $80,000 CAD / year
- Full-time
…From Toronto to Texas, we are vertically integrated to design, engineer, manufacture and install the complete building envelope with today’s most ambitious developers. Serving both…
Added 9 hours ago
B
Staff Software Engineer - Full-Stack, Solution Architecture
Blazesoft
Concord, ON
- Full-time
Use AI coding agents and automated verification to accelerate delivery, working within engineering quality gates and independent review.
Added 9 hours ago
S
Technical Specifications Coordinator
SYSTRA
Montreal, QC
- Full-time
…Coordinator will lead the development, coordination, integration, and quality assurance of technical specifications across the High-Speed Rail (HSR)…
Added 10 hours ago
A
Structural Engineer
AtkinsRéalis
Vancouver, BC
- Full-time
We're AtkinsRéalis, a world-class engineering services and nuclear organization. We connect people, data and technology to transform the world's infrastructure and energy systems. Together,…

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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