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Added 8 hours ago
V
Lead Software Engineer
Virtusa
Montreal, QC
- Full-time
Added 8 hours ago
MC
EMS Engineer
MatchBox Consulting Group
Calgary, AB
- Full-time
In consultation and collaboration with the EMS Specialist Engineer, provide technical solutions and design recommendations to EMS Manager.
Added 8 hours ago
TS
Electrical Lead (Engineering)
Tetranex Solutions Inc.
Calgary, AB
- Full-time
…electrical team. This role is suited to an experienced electrical engineer who enjoys hands-on technical work, collaboration with other senior engineers, and taking ownership of electrical…
Added 8 hours ago
WI
Intermediate Electrical Engineer - Buildings
WSP in Canada
Markham, ON
- Full-time
…your electrical engineering career. You’ll contribute to the design and delivery of building projects, collaborate with multidisciplinary teams, and work alongside experienced professionals…
Added 8 hours ago
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Graphic Designer
CIMA+
Calgary, AB
- Full-time
CIMA+ is looking for a creative and enthusiastic Graphic Designer to join B&A Studios, part of CIMA+, within our Planning, Design and Engagement team in Calgary.
Added 8 hours ago
Engineering - Automotive HVAC Product Engineer
Crestline
Saskatoon, SK
We’re looking for an Automotive HVAC Product Engineer to join our Engineering team in Saskatoon. This role will serve as Crestline’s subject-matter specialist for automotive HVAC systems…
Added 8 hours ago
BE
Transformer Engineer
Boundary Electric
Grand Forks, BC
- Full-time
Job Summary: The Transformer Engineer serves as a key technical resource supporting the sales, design, development, testing, and maintenance of transformers. This includes distribution…
Added 8 hours ago
Manager, Engineering and Design
Orano
Saskatoon, SK
Registered as a professional engineer in the province of Saskatchewan
Added 8 hours ago
PL
Senior Mine Engineer/Planner - PL#27347
Peter Lucas
Kelowna, BC
- Full-time
…delivery. We are currently looking for an experienced Senior Mine Engineer / Planner to join our…
Added 8 hours ago
GI
Algorithm Software Engineer
Garmin International, Inc.
Cochrane, AB
- Full-time
Design innovative algorithms and prototype them in python
Added 8 hours ago
WI
Senior Electrical Engineer
WSP in Canada
Vaughan, ON
- Full-time
Join our Buildings M&E team as a Senior Electrical Engineer and help shape electrical solutions for diverse projects across Canada. Based in Thornhill/Markham (GTA), you’ll bring…
Added 8 hours ago
GI
Java Software Engineer
G-FORCE IT SERVICES INC
ON · Ontario, Canada
- Full-time
We’re looking for a skilled Java Developer to design, build, and maintain scalable, high-performance applications. You’ll work with a collaborative team of engineers, QA, and product owners…
Added 8 hours ago
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Forward Deployed Engineer(Angular, AWS, PostgreSQL, C#, GitHub Copilot experience)
Yochana
Canada
- Full-time
We are seeking an experienced Forward Deployed Engineer who can work directly with business stakeholders, product teams, architects, and engineering teams to solve complex business problems…
Added 8 hours ago
AP
Senior Data Engineer
Alpine Peak Management
Toronto, ON
- Contract
We are seeking a hands-on Senior Data Engineer for a contract opportunity supporting key enterprise data initiatives within a financial services environment.
Added 8 hours ago
WI
Senior Electrical Engineer - Buildings
WSP in Canada
Vaughan, ON
- Full-time
…experienced professional with a strong background in electrical design, you’ll take on complex building projects, collaborate with talented multidisciplinary teams, mentor the next…
Added 8 hours ago
SS
Integration Lead – API
Syncredible Solutions
Canada
- Contract
We are seeking a hands-on Integration Lead - API to lead the design and establishment of enterprise API integration capabilities using Microsoft Azure technologies.
Added 8 hours ago
WI
Senior Mechanical Engineer, Buildings
WSP in Canada
Vaughan, ON
- Full-time
…coordinated solutions while helping projects move effectively from design through…
Added 8 hours ago
RT
Senior Engineer – Electrical Systems Integration
Rang Technologies Inc
Toronto, ON
- $50 to $55 CAD / hour
- Contract
Title: Senior Engineer – Electrical Systems Integration
Added 8 hours ago
AI
Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Full-time
Role: Forward Deployed Engineer (Python/Pyspark Developer)
Added 8 hours ago
TM
Senior Mine Engineer
Trekor Metals Limited
Barriere, BC
- Full-time
Reporting to the Director, Yellowhead Copper Project, the Senior Mine Engineer will join an experienced project team advancing a large open pit mining project in British Columbia through…
Added 8 hours ago
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Senior Mechanical Engineer
W3Global
Medicine Hat, AB
- Full-time
We are seeking a Senior Mechanical Engineer with product/systems development experience. The role is strategically centered on our development, offering a unique opportunity to contribute…
Added 8 hours ago
WI
Senior Electrical Engineer - Buildings
WSP in Canada
Toronto, ON
- Full-time
…experienced professional with a strong background in electrical design, you’ll take on complex building projects, collaborate with talented multidisciplinary teams, mentor the next…
Added 8 hours ago
A
Ingenieur De Calcul
Actalent
Mirabel, QC
- $40 to $80 CAD / hour
- Contract
At least 5 years of experience as a stress analyst or stress engineer.
Added 8 hours ago
BC
Structural Engineer
BBA Consultants
Saguenay, QC
- Full-time
…projects. You’ll carry out consulting engineering tasks, including design, preliminary and detailed engineering studies. Y ou’ll also help prepare engineering documents to design structures…
Added 8 hours ago
A
Reliability & Maintainability Engineering
Actalent
London, ON
- $36 to $40 CAD / hour
- Contract
Job Title: Reliability & Maintainability Engineer

Apptoza Inc.

Forward Deployed Engineer (Python/Pyspark Developer)

Toronto, ON, Canada

Full-time

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Job details

Job type: Full-time
Apply by: Nov 25, 2026
Experience: 10+ years of experience in data engineering, AI application development, cloud data platforms, and production software engineering.
Posting language: English
Posted: Oct 26, 2026

Original job description

Role: Forward Deployed Engineer (Python/Pyspark Developer)

Toronto

Full time

The opportunity

We are looking for a senior Forward Deployed Engineer who combines production-grade software engineering, data engineering, AI application development, and client-facing consulting. You will embed with business users, client SMEs, product owners, and engineering teams to understand complex workflows, rapidly validate solutions using real data, remove technical blockers, and own delivery through production launch, stabilization, adoption, and handover.

What you will do

Embed with client SMEs, product owners, business users, and engineers to map workflows, users, data, constraints, and decision points.

Agree on the first useful release, measurable success criteria, and a practical roadmap from prototype to production.

Profile unfamiliar client data using Python, pandas, PySpark, and SQL to assess coverage, quality, volumes, distributions, edge cases, and feasibility.

Build thin working solutions using real client data and APIs, validate them with users, and iteratively harden them for production.

Design, develop, and deploy enterprise AI and data applications using Python, PySpark, SQL, REST APIs, FastAPI, and cloud data platforms.

Build Claude-powered applications, copilots, and AI workflows using prompt engineering, RAG, vector databases, semantic search, and agentic AI patterns.

Design batch, real-time, and streaming data pipelines and integrations across enterprise systems.

Implement MLOps/LLMOps capabilities, including lifecycle management, CI/CD, MLflow, monitoring, deployment automation, rollback, and production support.

Create evaluation datasets with client SMEs, measure model and LLM quality, perform structured error analysis, and prioritize improvements.

Resolve data-access, API, identity, network, security, infrastructure, and deployment blockers with client teams.

Own post-go-live monitoring, incident diagnosis, rollback, stabilization, latency, performance, reliability, and cost optimization.

Measure adoption and business impact using agreed KPIs, then complete structured handover with runbooks, support ownership, and knowledge transfer.

What you bring

10+ years of experience in data engineering, AI application development, cloud data platforms, and production software engineering.

Strong hands-on expertise in Python, PySpark, SQL, REST APIs, FastAPI, Git, Docker, Kubernetes, Airflow, MLflow, CI/CD, and distributed processing.

Experience with Claude, prompt engineering, RAG, vector databases, semantic search, and agentic AI patterns.

Strong knowledge of ETL/ELT, batch and streaming pipelines, data quality, metadata, lineage, observability, and DataOps.

Experience operationalizing MLOps/LLMOps, including model lifecycle management, automated deployment, monitoring, rollback, and production support.

Knowledge of enterprise cloud services across compute, storage, integration, orchestration, networking, monitoring, security, and cost optimization.

Understanding of IAM/RBAC, encryption, secrets management, privacy controls, auditability, compliance, and secure data access.

Ability to translate business requirements into scalable designs, define non-functional requirements, estimate effort, and drive implementation.

BFSI experience and strong client-facing skills across discovery, rapid prototyping, solution shaping, workshops, and technical presentations.

Bachelor's degree in a relevant discipline. Cloud, Kubernetes, AI engineering, MLOps, data engineering, architecture, or security certifications are preferred.

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More about this job

Responsibilities

Embed with client teams to understand workflows and data, validate solutions using real client data, and build and deploy production-grade AI and data applications. Own delivery from prototyping through launch, monitoring, stabilization, adoption measurement, and structured handover.

Requirements

Requires 10+ 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 production tooling. Candidates should have experience with AI and MLOps/LLMOps, enterprise cloud and security practices, and client-facing delivery; a relevant bachelor's degree is required, while relevant certifications are preferred.

Skills

Python
PySpark
SQL
REST APIs
FastAPI
Data Engineering
AI Application Development
Claude
Prompt Engineering
Retrieval-Augmented Generation
Vector Databases
MLOps
LLMOps
Cloud Data Platforms
Kubernetes
Client-Facing Consulting

Visa sponsorship

Not detected in the job text

Keywords

Python
PySpark
Pandas
SQL
REST APIs
FastAPI
Claude
Prompt Engineering
Retrieval-Augmented Generation
Vector Databases
Semantic Search
Agentic AI
ETL/ELT
Batch Processing
Streaming Data Pipelines
Airflow
MLflow
MLOps
LLMOps
CI/CD
Docker
Kubernetes
Distributed Processing
Data Quality
DataOps
IAM/RBAC
BFSI
Cloud Data Platforms
Monitoring
Incident Diagnosis

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