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FI
QA Analyst
Fellow Insights Inc.
Remote, Canada
- Full-time
- Remote
A QA Engineer focused only on automation. Automation experience matters here, but the center of the role is manual QA and holistic testing.
Added 15 mins ago
FP
Software Engineer
Found People Inc.
Toronto, ON
- $110,000 to $140,000 CAD / year
- Full-time
Python | AI | Backend Engineering | Technology & Data
Added 30 mins ago
W
Machine Learning Engineer Intern
Workday
Toronto, ON · Vancouver, BC · Canada, BC, Vancouver
- Full-time
Our mission is to make machine learning and AI core to Workday’s products. We build data products and AI solutions designed to scale across hundreds of use cases throughout the Workday…
Added 30 mins ago
W
Software Development Engineer Intern
Workday
Vancouver, BC · Canada, BC, Vancouver
- Full-time
As a Software Development Engineer Intern, you will jump right into building real-world solutions and experience what it's like to be a developer at Workday. You'll work closely with a team…
Added 45 mins ago
QI
Machine Learning Engineer, AI Processors (Sr to Staff)
Qualcomm Innovation Center, Inc.
Markham, ON
- Full-time
We are seeking a talented Machine Learning Engineer to join the Qualcomm AI Processor Solutions team, where you will help develop next-generation AI applications for Qualcomm Snapdragon…
Added 1 hour ago
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Associate, Client Engineering (Mexico City)
Glia
Vancouver, BC
- Full-time
…an AI workforce of specialized agents that draw from banking data, interaction history, and integrated systems of record. These banking-trained agents automate workflows across voice and…
Added 1 hour ago
I
Senior Mechanical Engineer (Semiconductor Packaging)
Inpho
Ottawa, ON · Kanata, ON
- Full-time
Inpho is a fast-growing startup, focused on developing cutting-edge optoelectronic solutions for next-generation communications, and photonic systems. Our multidisciplinary team is pushing…
Added 1 hour ago
E
Technical Sales Engineer
Ecolab
Calgary, AB · CAN-Calgary Office Quarry Park
- Full-time
Founded in Calgary, Alberta in 2001, CoolIT Systems is the leading Direct Liquid Cooling technology provider for data centers, supercomputers, and desktop computers. We design and…
Added 2 hours ago
JG
FORWARD DEPLOYEMENT ENGINEER
J&M Group
Canada
- Full-time
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…
Added 2 hours ago
Senior Backend Engineer II - Patient Experience
Prenuvo
Vancouver, BC
We're looking for a Senior Backend Engineer II to join our Patient Experience team and own the communications platform that keeps patients informed throughout their journey: booking…
Added 2 hours ago
JC
Structural Engineer
Johnson Controls
AB · SA - Edmonton Orion
- Full-time
…Johnson Controls and plays a key role in delivering engineered solutions for data center and manufacturing…
Added 2 hours ago
JC
Finite Element Analysis Specialist
Johnson Controls
AB · SA - Edmonton Orion
- Full-time
Silent-Aire is a premier owner equipment manufacturer dedicated to providing custom solutions for data center customers. Our product line includes large-scale equipment such as air handling…
Added 3 hours ago
Sr. Staff Engineer, IP Runtime
Tenstorrent
Toronto, ON
…cost efficiency. With AI redefining the computing paradigm, solutions must evolve to unify innovations in software models, compilers, platforms, networking, and semiconductors. Our diverse…
Added 3 hours ago
OT
Network Engineer III
Opti9 Technologies
Remote, Canada
- $115,000 to $145,000 CAD / year
- Full-time
- Remote
What would you do? As a Network Engineer III, you will be a part of a diverse and talented Cloud Networking team that works with a wide range of physical and logical technologies in the…
Added 3 hours ago
A
Staff Software Engineer - Open Source Data Platform (ODP)
Acceldata
Kitchener, ON
- Full-time
We are seeking a Staff Engineer with at least 9 years of experience in distributed systems or data platform development. In this role, you will be a technical leader responsible for…
Added 3 hours ago
S
Artificial Intelligence Consultant
SMARTFOX
Canada
- Full-time
Work with data engineers and developers to connect solutions to client systems, data pipelines, and APIs
Added 3 hours ago
PG
Senior Software Developer
PEER Group
Kitchener, ON
- $105,000 to $155,000 CAD / year
- Full-time
You are a thoughtful software engineer who enjoys solving complex technical challenges and building solutions that stand the test of time. You combine strong technical depth with sound…
Added 3 hours ago
IG
Senior Cloud Engineer
Insight Global
Ottawa, ON · Kanata, ON
- $30 to $60 CAD / hour
- Contract
We are seeking a Cloud Engineering Senior Engineer to support the design, development, testing, and deployment of the Telemetry & Observability Platform (TOP). TOP is an enterprise platform…
Added 3 hours ago
FI
Artificial Intelligence Engineer
Flexstaf I.T. Inc.
Canada
- Contract
Experience building AI agents and enterprise RAG solutions.
Added 4 hours ago
Applications Engineering Manager, Nuclear
ATS Automation
Cambridge, ON
Join our globally growing team at ATS Industrial Automation where we create complex automation solutions at the highest level that sustainably impact lives around the world.
Added 4 hours ago
I-
Adobe Site Reliability Engineer (SRE) – CDN & Web Performance
I8IS - Infiniti Software Solutions
Toronto, ON
- Full-time
We are seeking a highly skilled and proactive Adobe Site Reliability Engineer (SRE) specializing in CDN and Web Performance to join our client's dynamic team.
Added 4 hours ago
ZT
Développeur de logiciels, professionnel II/ Software Engineer, Professional II
Zebra Technologies
Montreal, QC · CAN - Montreal, Canada
- Full-time
…United by curiosity and a culture of caring, we develop smart solutions that anticipate our customer’s and partner’s needs and solve their…
Added 4 hours ago
L
Software Engineer in Test
LTM
Mississauga, ON
- $103,554 to $115,200 CAD / year
- Full-time
LTM is a global technology consulting and digital solutions company that enables enterprises across industries to reimagine business models, accelerate innovation, and maximize growth by…
Added 4 hours ago
M
AI Security Architect
Manulife
Toronto, ON
- Full-time
5+ years of experience designing and implementing security controls for cloud platforms, data platforms, and large-scale enterprise technology solutions.
Added 5 hours ago
TE
Senior Structural and Geostructural Engineer - Shoring Design
Tarra Engineering and Structural Consultants Inc.
Markham, ON
- Full-time
…instrumentation, and monitoring services. We are seeking an experienced engineer with a strong background in shoring and excavation support design to join our team in…

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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