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Added 3 mins ago
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Engineering Lead – Structural
SYSTRA
Montreal, QC
- Full-time
Reporting to the Facilities Design Director, within the Co-Development Phase of the ALTO programme, the Engineer Lead will provide technical governance, lead design, coordination and…
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QA Engineer
Luxoft
Toronto, ON
- Contract
Proven experience in software quality engineering, including functional, regression, and integration testing
Added 21 mins ago
Staff Data Engineer
ExaCare AI
Toronto, Ontario
We’re looking for a Staff Data Engineer who thrives in an environment with strong ownership and can drive complex data initiatives from concept to production. You’ll build the pipelines,…
Added 47 mins ago
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Technical Consultant (Data & AI)
Fastloop
Vancouver, BC
- Full-time
You aren’t just a “Data Engineer” or a “Software Engineer”; you are the “connective tissue” of modern intelligence. You will be responsible for the programmatic development of Agentic…
Added 48 mins ago
QC
System Test Engineer (COTS)
Quarry Consulting
Ottawa, ON
- Contract
Experience validating commercial off-the-shelf (COTS) solutions and integrated systems that support operational, mission-critical, industrial, transportation, defence, simulation, training,…
Added 48 mins ago
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Senior Process Automation & Controls Engineer
Worley
Calgary, AB
- Full-time
Support and maintain plant control systems, DCS platforms, Safety Instrumented Systems (SIS), HMI/SCADA applications, and associated industrial networks.
Added 48 mins ago
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Senior Process Automation & Controls Engineer
Worley
AB · Edmonton, AB
- Full-time
Support and maintain plant control systems, DCS platforms, Safety Instrumented Systems (SIS), HMI/SCADA applications, and associated industrial networks.
Added 48 mins ago
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Forward Deployed Engineer – AI, Data Engineering & MLOps / Toronto, ON (Onsite) - FTE
AceStack
Toronto, ON
- Full-time
Job Title: Forward Deployed Engineer – AI, Data Engineering & MLOps
Added 51 mins ago
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Illumination Engineer
SYSTRA
Toronto, ON
- Full-time
We are seeking a skilled and motivated Intermediate Electrical & Illumination Engineer to support the design, development, analysis, and validation of street lighting systems. This role is…
Added 51 mins ago
Staff Software Engineer
Lantern
Vancouver, BC
As a Staff Engineer, you’ll partner with cross-functional teams – including engineering leads, product managers, clinicians, and compliance – to influence the design and delivery of…
Added 51 mins ago
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Technical Analyst (Quicksight, SQL and Redshift)
FCC / FAC
Regina, SK · FCC Tower
- Full-time
…technology process automation, and continuously improving existing systems. Your work will help streamline processes, enhance integration, and improve how technology supports FCC’s…
Added 51 mins ago
Client Software Engineer - EA Sports™ FC
Electronic Arts
Vancouver, BC
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 51 mins ago
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Mechanical Technologist - Integration
AtkinsRéalis
Mississauga, ON
- Full-time
Reporting to the Manager of Retube Tooling – Common Tools, the Mechanical Technologist (Integration) would support Qinshan tooling scope. The candidate will be responsible for testing,…
Added 1 hour ago
DT
Salesforce Marketing Cloud Lead Engineer
Diligente Technologies
Mississauga, ON
- Full-time
We are looking for a Salesforce Lead Engineer – Marketing Cloud Advanced to lead the design, development, integration, and delivery of scalable Salesforce Marketing Cloud solutions. The…
Added 1 hour ago
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Data Quality Engineer
Hays
Toronto, ON
- Contract
Develop and maintain automated testing frameworks for ETL processes, APIs, and data integration systems, extending automation to support BigQuery validation, GCP pipeline testing, and AI/ML…
Added 1 hour ago
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Staff Software Engineer
Lantern
Vancouver, BC
- Full-time
As a Staff Engineer, you’ll partner with cross-functional teams – including engineering leads, product managers, clinicians, and compliance – to influence the design and delivery of…
Added 1 hour ago
PC
Senior Systems Engineering & Integration Engineer
Parsons Corporation
Kingston, ON · Ottawa, ON
- Full-time
…engineering tasks related to the design and deployment of complex systems managing technical processes across the systems engineering lifecycle including requirements management, design,…
Added 1 hour ago
ST
Systems Engineering Co-op
Searidge Technologies
Ottawa, ON
- Internship
Added 1 hour ago
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Electrical Engineer & Project Manager, BESS
Socomec Group
Brampton, ON
- Full-time
…position requires engagement in multiple aspects of Energy Storage Systems from technology concepts and overall system architecture and applications to integration with the customer system…
Added 1 hour ago
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Electrical & Controls Project Engineer
Artemis Gold - Blackwater Project
Vancouver, BC
- Other
Reporting to the Engineering Manager - Capital Projects the Electrical and Controls Project Engineer is responsible for design and overseeing the planning, execution, and commissioning of…
Added 2 hours ago
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Engineer – Mass Properties
Horizon Aircraft
Kawartha Lakes, ON · Lindsay, ON
- Full-time
The successful candidate will work closely with Design Engineering, Structures, Systems Integration, Flight Sciences, Manufacturing, and Flight Test teams to establish and maintain an…
Added 2 hours ago
TI
CyberSecurity Specialist
Themesoft Inc.
Toronto, ON · North York, ON
- Contract
Technical Security Research Engineer to research, prototype, evaluate, and operationalize emerging • Master’s degree in Cybersecurity, Computer Science, AI, Computer Engineering, or related…
Added 2 hours ago
TC
Forward deployed Engineer
Tata Consultancy Services
Toronto, ON · Greater Toronto Area, Canada
- $100,000 to $120,000 CAD / year
- Full-time
Strong hands-on expertise in Python, PySpark, SQL, REST APIs, FastAPI, and enterprise application integration.
Added 2 hours ago
TC
Forward deployed Engineer
Tata Consultancy Services
Toronto, ON
- $100,000 to $120,000 CAD / year
- Full-time
Strong hands-on expertise in Python, PySpark, SQL, REST APIs, Fast API, and enterprise application integration.
Added 2 hours ago
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Position: Research Engineer (M/F) specialising in data production, processing, analysis and surveys
LATTS - Laboratoire Techniques, Territoires et Sociétés
ON
- Full-time
The research engineer recruited will contribute to the development of the laboratory’s work relating to public policy on the energy transition. In particular, the role will involve…

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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