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Added 8 hours ago
E
Ingénieur (e) produit qualité aprés vente / Product Compliance Engineer
Expleo
Valcourt, QC
- Contract
As a Product Compliance Engineer, you will ensure products meet regulatory and technical requirements throughout the development lifecycle. Working closely with cross-functional teams, you…
Added 8 hours ago
D
Principal Software Engineer, Docker Hardened Images
Docker
Remote, Canada
- Full-time
- Remote
…security-conscious environments. We're looking for a Principal Software Engineer to set the long-term technical direction for this catalogue and shape how the broader container security…
Added 8 hours ago
PL
Senior Mine Engineer/Planner - PL#27347
Peter Lucas
Vancouver, BC
- Full-time
The Senior Mine Engineer / Planner will provide senior-level technical support to an active mining operation on a 2 weeks in / 2 weeks out rotation. This position includes camp…
Added 8 hours ago
WI
Senior Electrical Engineer - Buildings
WSP in Canada
Markham, ON
- Full-time
Prepare and review technical reports, drawings, specifications, and other design documentation to support accurate, high-quality project delivery.
Added 8 hours ago
TT
Intermediate Mechanical Engineer
Tetra Tech
Thunder Bay, ON
- Full-time
Tetra Tech is adding a Intermediate Mechanical Engineer to our Mechanical team based in Thunder Bay, ON . This is a new vacant position for which we are actively recruiting.
Added 8 hours ago
S
Staff Software Engineer, Payments Intelligence
Stripe
Toronto, ON
- Full-time
…We’re a mix of machine engineering engineers and full-stack software engineers impacting ~every Stripe transaction, creating revenue opportunities for Stripe and our customers, and helping…
Added 8 hours ago
BP
Software Developer
BNP Paribas
Montreal, QC
- Full-time
The Analytics team within the Algo Trading department is seeking a Software Engineer passionate about data analysis and high-performance software development, capable of processing and…
Added 8 hours ago
GG
Electrical Engineer
Giampaolo Group Inc.
Brampton, ON
- Full-time
Reporting to the Senior Director, Engineering and Maintenance, the Electrical Engineer will provide support across a variety of functional groups by providing innovative solutions that…
Added 8 hours ago
ST
Structures and Systems Installation Integrator
SEGULA Technologies
Montreal, QC
- Full-time
We are seeking an experienced Senior Lead Engineer – Integrated Structural & Systems Installation Design to lead complex, multi-zone aircraft design and physical integration activities. In…
Added 8 hours ago
MC
EMS Engineer
MatchBox Consulting Group
Calgary, AB
- Full-time
Review of application patches and system configurations; support testing of software security updates, such as patches and anti-virus.
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
Support project delivery by identifying technical issues and contributing practical solutions.
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
PL
Senior Mine Engineer/Planner - PL#27347
Peter Lucas
Kelowna, BC
- Full-time
The Senior Mine Engineer / Planner will provide senior-level technical support to an active mining operation on a 2 weeks in / 2 weeks out rotation. This position includes camp…
Added 8 hours ago
GI
Algorithm Software Engineer
Garmin International, Inc.
Cochrane, AB
- Full-time
Collaborate in peer code reviews and technical assessments in areas of expertise, providing comments and suggestions to support software designs and new technologies
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
Prepare and review technical reports, drawings, specifications, and other design documentation to support accurate, high-quality project delivery.
Added 8 hours ago
AI
Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Full-time
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…
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
WI
Senior Electrical Engineer - Buildings
WSP in Canada
Toronto, ON
- Full-time
Prepare and review technical reports, drawings, specifications, and other design documentation to support accurate, high-quality project delivery.
Added 8 hours ago
BC
Structural Engineer
BBA Consultants
Saguenay, QC
- Full-time
Perform other technical functions to support project delivery
Added 8 hours ago
A
Sr. Mechanical Designer
Actalent
Cambridge, ON
- $45 to $65 CAD / hour
- Contract
Design complex custom automation equipment, tooling, and machine components using SolidWorks or similar CAD software.
Added 8 hours ago
AD
Manufacturing Applications Engineer
ArcelorMittal Dofasco
Hamilton, ON
- Full-time
We are seeking an experienced, outcomes-driven Manufacturing Applications Engineer to own and improve plant-critical manufacturing applications and Operational Technology (OT)-enabled…
Added 8 hours ago
JE
Manufacturing Engineer
JBS Equipment
Mission, BC
- $70,000 to $90,000 CAD / year
- Full-time
JBS Equipment is seeking a hands-on, results-driven Manufacturing Engineer to help drive continuous improvement initiatives across our manufacturing operations. This role focuses on…

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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