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Added 15 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 15 hours ago
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Staff Software Engineer, Payments Intelligence
Stripe
Toronto, ON
- Full-time
As a Staff Engineer on Payment Intelligence, you’ll work across our product portfolio to ensure we’re building in a consistent, efficient, and effective manner. Experience with large,…
Added 15 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 15 hours ago
MC
EMS Engineer
MatchBox Consulting Group
Calgary, AB
- Full-time
MatchBox Consulting Group is currently seeking an EMS Engineer for a permanent role with a client of ours located in Calgary.
Added 15 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 15 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 15 hours ago
GI
Algorithm Software Engineer
Garmin International, Inc.
Cochrane, AB
- Full-time
Participate in project planning, including providing technical input to product development plans and concept documents
Added 16 hours ago
GI
Java Software Engineer
G-FORCE IT SERVICES INC
ON · Ontario, Canada
- Full-time
…You’ll work with a collaborative team of engineers, QA, and product owners to deliver clean, reliable software that solves real business…
Added 16 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 16 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 16 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 16 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 16 hours ago
A
Sr. Mechanical Designer
Actalent
Cambridge, ON
- $45 to $65 CAD / hour
- Contract
Experience using Product Data Management (PDM) and/or Product Lifecycle Management (PLM) systems for revision control and documentation.
Added 16 hours ago
AD
Manufacturing Applications Engineer
ArcelorMittal Dofasco
Hamilton, ON
- Full-time
ArcelorMittal Dofasco is Hamilton's largest private sector employer. Our iconic tagline "Our Product is Steel. Our Strength is People." is a true expression of our belief that our people…
Added 16 hours ago
A
Mechanical Design Engineer
Actalent
Ottawa, ON
- $110,000 to $150,000 CAD / year
- Full-time
The Mechanical Design Engineer will be an integral part of the product solutions development team, providing mechanical design support for product development, new product introduction…
Added 16 hours ago
A
Microelectronics Packaging Design Engineer
Actalent
Ottawa, ON · Kanata, ON
- $110,000 to $160,000 CAD / year
- Full-time
Job Title: Microelectronics Packaging Design Engineer in Ottawa
Added 16 hours ago
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AI Engineer, Data, AI and Analytics
WestJet
Calgary, AB
- Temporary
…effectiveness. Working closely with business stakeholders, Product Owners, Business Analysts, Architects, and technical teams, you will deliver practical technology solutions that create…
Added 16 hours ago
TI
Software Engineer
Trimble Inc.
Kamloops, BC · Canada - Kamloops, BC
- Full-time
Accelerate the Future of AI-Driven Engineering as our next AI Agentic Software Engineer (P3)
Added 16 hours ago
TR
Privacy Operations Engineer
Thomson Reuters
Toronto, ON · Canada, Toronto, Ontario
- Full-time
Added 16 hours ago
FS
Mechanical Design Engineer
Futran Solutions
ON · Ontario, Canada
- Full-time
The ideal candidate will create, draft, and design product layouts and schemes using customer specification and recommendations.This individual will test products and make adjustments where…
Added 16 hours ago
SP
Lead Solution Engineer, ECS, Public Sector
Salesforce Partner Canada
Toronto, ON
- Full-time
…to Canadian and US State and Local customers. The Solution Engineer is responsible for presenting our solutions based on the customer’s business and value drivers, seamlessly weaving…
Added 16 hours ago
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Intermediate Software Engineer
TekRek
Toronto, ON
- Full-time
A fintech software company building the next version of its core wealth and portfolio management platform. The product supports investment operations workflows such as portfolio accounting,…
Added 16 hours ago
C1
Senior Data Engineer, Microsoft Fabric - 6 month contract-(Hybrid)
Central 1
Vancouver, BC · Toronto, ON
- Full-time
Central 1 is seeking a highly experienced Senior Data Engineer and Microsoft Fabric Subject Matter Expert (SME) to lead the design, implementation, and optimization of enterprise-scale data…
Added 16 hours ago
IC
Compiler Engineer
Intel Corporation
Toronto, ON · CAN - - Toronto
- Full-time
The Compiler Engineering team in Data Center Group at Intel has an opportunity available for a Compiler Engineer.
Added 16 hours ago
IC
Senior Compiler Engineer
Intel Corporation
Toronto, ON · CAN - - Toronto
- Full-time
The Compiler Engineering team in Data Center Group at Intel has an opportunity available for a Senior Compiler Engineer.

Apptoza Inc.

Forward Deployed Engineer (Python/Pyspark Developer)

Toronto, ON, Canada

Full-time

Apply About employer

Applications open in a new tab.

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.

Apply About employer

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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