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Added 10 mins ago
JG
FORWARD DEPLOYEMENT ENGINEER
J&M Group
Canada
- Full-time
…as time saved, error reduction, straight-through processing, quality improvement, or productivity…
Added 40 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 41 mins ago
C
Software Development Engineer in Test
CIBC
Toronto, ON
- Full-time
…suggestions that will ensure client needs are met with the highest quality. As a Consultant, Automation in Testing (SDET) role, you’ll be working within the scrum Agile team for one of the…
Added 41 mins ago
A
Associate Quality Engineer - Point of Care (Ottawa)
Abbott
Ottawa, ON
- $59,250 to $86,900 CAD / year
- Full-time
Experience analyzing manufacturing and quality data to support process improvements, risk assessments, validation activities, and continuous improvement initiatives.
Added 41 mins ago
JC
Structural Engineer
Johnson Controls
AB · SA - Edmonton Orion
- Full-time
Provide leadership within a multidisciplinary engineering and manufacturing environment while supporting continuous technical improvement.
Added 41 mins ago
JC
Finite Element Analysis Specialist
Johnson Controls
AB · SA - Edmonton Orion
- Full-time
…and modular data centers. We pride ourselves on innovation, quality, and delivering tailored solutions to meet our clients' unique…
Added 1 hour ago
Test Development Team Lead
Nureva
Calgary, AB
The ideal candidate is a strong software engineer with a passion for quality, automation, and
Added 1 hour ago
RL
Lead, Manufacturing Engineer
Rocket Lab
Toronto, ON
- Full-time
…high-reliability manufacturing environment with a focus on continuous improvement, design for manufacture, and six-sigma methodology in aerospace or a similar…
Added 1 hour ago
PG
Senior Software Developer
PEER Group
Kitchener, ON
- $105,000 to $155,000 CAD / year
- Full-time
Raise the quality bar through thoughtful design, strong engineering practices, and a commitment to building software that lasts.
Added 1 hour ago
Applications Engineering Manager, Nuclear
ATS Automation
Cambridge, ON
…Applications Engineering function. The role is responsible for the quality, rigor, and commercial effectiveness of proposals for automation tooling and systems that meet nuclear customer…
Added 2 hours ago
A
Senior Software Engineer / Member of Technical Staff (MTS)
Akkodis
Brampton, ON
- Contract
Position: Senior Software Engineer / Member of Technical Staff (MTS)
Added 2 hours ago
ES
Client Software Engineer - EA Sports™ FC
EA SPORTS
Vancouver, BC
- Full-time
As a Software Engineer, you will report directly to a Development Director and collaborate closely with producers, designers, artists, and fellow engineers. You will tackle complex…
Added 2 hours ago
LC
Programming Engineer
Linamar Corporation
Guelph, ON
- Full-time
The Programming Engineer is responsible for designing, developing, and supporting software and system solutions that enhance manufacturing and engineering operations. This role owns key…
Added 2 hours ago
Environmental Engineer
City of Edmonton
AB
Reporting to the Senior Environmental Engineer, the Environmental Engineer serves as an essential interface for the corporate Environmental Management Team (Enviso) and acts as a primary…
Added 3 hours ago
SL
Senior Software Engineer, Operations
Sun Life
Toronto, ON · Waterloo, ON · Sun Life Waterloo King
- Full-time
…reliability of IT applications. Through innovation, continuous improvement, and collaboration, we strive to find new and better ways to bring value to Sun…
Added 3 hours ago
W
Principal Process Automation Engineer
Worley
Pickering, ON
- Full-time
Takes ownership for project success: delivery of target quality, cost management and customer satisfaction.
Added 3 hours ago
EB
Process Manager
Electra Battery Materials Corporation
Temiskaming Shores, ON
- Full-time
Ensure all processes comply with regulatory standards, safety protocols, and quality guidelines;
Added 3 hours ago
AI
Flight Software Engineer
Aversan Inc.
Brampton, ON
- $112,000 to $140,000 CAD / year
- Contract
We are currently seeking a qualified Senior Flight Software Engineer/MTS to join our team. In this role, you will lead designs for safety critical, real-time software solutions while…
Added 3 hours ago
S
Head of Data Systems (Google Stack)
Stacktics
Toronto, ON
- Full-time
The Head of Data Systems (Google Stack) will play a key role at Stacktics, required to help create and maintain industry-leading quality and efficiency of service and software delivery.
Added 4 hours ago
AU
Maintenance Technician (Fifth Class Power Engineer)
Alsco Uniforms
Surrey, BC
- Full-time
Must be a team player with enthusiasm, initiative, and pride in work well done; self-starter dedicated to continual quality improvement.
Added 4 hours ago
PC
Senior RAM Engineer
Parsons Corporation
Edmonton, AB
- Full-time
We are seeking an experienced Senior RAM Engineer to lead Reliability, Availability, and Maintainability (RAM) activities for major railway and transit projects. The successful candidate…
Added 4 hours ago
Logistics Engineering Specialist
Siemens
Concord, ON
Lead improvement projects with measurable cost, quality, delivery, or productivity results.
Added 4 hours ago
Manufacturing Technician - Test Operator
INNIO
Welland, ON
…Welland Ontario Canada, reporting to the Lead Production Test Engineer. In this role, you will lead the operation and troubleshooting of highly complex engine and generator test bench…
Added 4 hours ago
Dev Ops Engineer (Student Position)
The Canada Life Assurance Company
Toronto, ON
We are looking for a DevOps Engineer Student who is interested in learning how modern technology platforms are built, delivered, and supported within a large enterprise environment.
Added 4 hours ago
Upstream Engineer - Students Seeking Opportunities
ExxonMobil
AB · Calgary, AB
…your ideas and help create sustainable solutions that improve quality of life and meet society’s evolving…

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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