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Added 13 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 13 hours ago
A
Sr. Mechanical Designer
Actalent
Cambridge, ON
- $45 to $65 CAD / hour
- Contract
Experience with machine design for robotic integration, vision systems, assembly equipment, production lines, and custom machinery.
Added 13 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 13 hours ago
A
Senior Systems Engineer
Actalent
Ottawa, ON
- $120,000 to $140,000 CAD / year
- Full-time
We are seeking a highly skilled Senior Systems Engineer to join our team on a permanent, full-time basis. This role involves supporting the anticipated Land Vehicle Crew Training System…
Added 13 hours ago
A
Software Development Engineer In Test
Actalent
Ottawa, ON
- $45 to $65 CAD / hour
- Contract
Job Title: Software Development Engineer in Test (Python)
Added 13 hours ago
A
Senior Systems Engineer
Actalent
Calgary, AB
- $120,000 to $140,000 CAD / year
- Full-time
We are seeking a highly skilled Senior Systems Engineer to join our team on a permanent, full-time basis. This role involves supporting the anticipated Land Vehicle Crew Training System…
Added 13 hours ago
W
AI Engineer, Data, AI and Analytics
WestJet
Calgary, AB
- Temporary
…technologies to speed the development and support of a wide variety of systems and technology stacks. They are comfortable delivering solutions ranging from lightweight business tools and…
Added 14 hours ago
TR
Privacy Operations Engineer
Thomson Reuters
Toronto, ON · Canada, Toronto, Ontario
- Full-time
Design and maintain automated routing of DSAR tasks with data-owner mapping across multiple systems, SLA tracking tied to statutory deadlines, and tiered escalation as deadlines approach.
Added 14 hours ago
ME
Staff Engineer
Midstate Electric Coop Inc
Engineer, BC
- Full-time
The Staff Engineer provides professional engineering support for the planning, design, construction, operation, and maintenance of electric transmission, distribution, and substation…
Added 14 hours ago
HE
Electrical Engineer
Heartland Engineering
Sherwood Park, AB
- Full-time
Role Description This is a full-time Electrical Engineer role based in Sherwood Park, AB. The Electrical Engineer will design and review electrical systems and components, including power…
Added 14 hours ago
HP
Senior Instrumentation & Controls Engineer
HOCS Projects
Calgary, AB
- Full-time
Control Systems: Lead the development and definition of control system architecture and specify and review applicable hardware and software configurations.
Added 14 hours ago
OB
Marketing Technology Lead Developer
O2E Brands
Toronto, ON · Greater Toronto Area, Canada
- Full-time
…technology ecosystem. Operating at the intersection of full-stack software engineering, digital marketing, and MarTech infrastructure, this individual will serve as the primary technical…
Added 15 hours ago
Q
Staff SoC Design Engineer
quadric
Remote, Canada
- Full-time
- Remote
Quadric is building a revolutionary new processor-based SoC architecture. As a Staff SoC Design Engineer, you will get in on the ground floor as a key member of our chip design team,…
Added 15 hours ago
AI Engineer, Data, AI and Analytics
WestJet Group
Calgary, AB
…technologies to speed the development and support of a wide variety of systems and technology stacks. They are comfortable delivering solutions ranging from lightweight business tools and…
Added 15 hours ago
CI
Quality Engineer – Integration & Automation -- KUMDC6055252
Compunnel Inc.
Toronto, ON
- $65 to $70 CAD / hour
- Contract
API / integration test automation (e.g., Postman, REST Assured, or equivalent)
Added 15 hours ago
PG
Full Stack Engineer
Pacer Group
Toronto, ON
- $55 to $58 CAD / hour
- Contract
8+ years professional software development experience building web applications and backend services.
Added 15 hours ago
AI
AI Evaluator/ Quality Engineer
Avanciers Inc.
Toronto, ON
- $100,000 to $110,000 CAD / year
- Full-time
Avanciers is a premier IT Staffing/Consulting organization and we are currently recruiting for a contract role for one of our premier client in Canada for AI Evaluator/ Quality Engineer.
Added 15 hours ago
J(
EMS Engineer/Software Developer
JSG (Johnson Service Group, Inc.)
Calgary, AB
- Full-time
Johnson Service Group (JSG) is currently looking for an EMS Engineer/Software Developer with experience in Energy Management Systems, software development, custom code management, system…
Added 15 hours ago
A
Senior SDET
Air-tek
Toronto, ON
- Full-time
We’re looking for a Senior Software Development Engineer in Test (SDET) to build and improve the infrastructure that makes reliable, scalable testing possible.
Added 15 hours ago
M
Business Systems Analyst
Manulife
Toronto, ON · Waterloo, ON
- Full-time
5+ years proven track record as a Business System, or Technical Analyst, or as a Quality or Software Engineer.
Added 15 hours ago
M
Associate Applied AI Engineer – GenAI Systems
Manulife
Toronto, ON
- Full-time
Strong Python and SQL, with solid software engineering fundamentals such as Git-based workflows, code reviews, unit and integration testing, logging, readable code structure, debugging, and…
Added 15 hours ago
AI
Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Contract
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
Manufacturing Applications Engineer
ArcelorMittal
Hamilton, ON
We are seeking an experienced, outcomes-driven Manufacturing Applications Engineer to own and improve plant-critical manufacturing applications and Operational Technology (OT)-enabled…
Added 16 hours ago
1
Marketing Technology Lead Developer
1-800-GOT-JUNK?
Vancouver, BC · Toronto, ON
- Full-time
…technology ecosystem. Operating at the intersection of full-stack software engineering, digital marketing, and MarTech infrastructure, this individual will serve as the primary technical…
Added 16 hours ago
GC
HIL Commissioning Engineer
Global Connect Technologies
Windsor, ON
- Full-time
We are seeking an experienced HIL Commissioning Engineer to support automotive engineering projects for Stellantis through Cognizant. The ideal candidate will have hands-on experience with…

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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