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Added 4 mins ago
SL
Student, Software Engineer - Security (Winter 2027)
Sun Life
Toronto, ON · Sun Life Toronto One York
- Full-time
…environments. In this role, you will contribute as a software engineer while helping embed security practices into the design, development, testing and operation of project…
Added 4 mins ago
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Automation Engineer
BMO
Toronto, ON · SCC
- Full-time
BMO's Infrastructure and Platform Automation team is seeking an Automation Engineer to play a key role in advancing automation, reliability, and operational excellence across the…
Added 4 mins ago
SI
ISeries Systems Administrator
Staples Inc.
Richmond Hill, ON
- Full-time
5 – 10 years of experience supporting IBM I systems as system engineer / system administrator
Added 4 mins 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 4 mins 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.
Added 4 mins ago
Engineer - Manufacturing
Linamar Corporation
Guelph, ON
Participate in corrective action to meet ongoing cost, quality and delivery, in FMEA development and improvements, and participate in CAT activities.
Added 18 mins ago
ECD - Superintendent - Civil/Structural (Travel Projects)
Kiewit
Halifax, NS · Oakville, ON · Toronto, ON
…maintain positive working relationships with clients, architect/engineer, suppliers, subcontractors, and jobsite…
Added 18 mins ago
ECD - Project Engineer - Travel Projects
Kiewit
Halifax, NS · Oakville, ON · Toronto, ON
As a Project Engineer, you will be responsible for the administrative and technical aspects of constructing a project, managing a team of field and cost engineers. Do you have strong…
Added 18 mins ago
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Senior Software Engineer
Swoon
Toronto, ON
- Full-time
We're seeking an experienced Senior Angular Engineer to play a key role in a major front-end modernization initiative. This is an opportunity to influence architectural decisions, establish…
Added 19 mins ago
M
Hardware, Calibration Engineer
Mecka
Richmond Hill, ON
- $160,000 to $200,000 CAD / year
- Full-time
Added 29 mins ago
Maintenance Assistant
Public Service Delivery
Brandon, MB
We want our employees to thrive and grow, and are committing to investing in their development. We offer multiple avenues of support such as inhouse training, educational assistance and…
Added 31 mins ago
Maintenance Assistant
Public Service Delivery
Dauphin, MB
We want our employees to thrive and grow, and are committing to investing in their development. We offer multiple avenues of support such as inhouse training, educational assistance and…
Added 33 mins ago
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Ingénieur(e) en calibration moteur et contrôle du groupe motopropulseur/Engine Calibration & Powertrain Controls Engineer
Expleo
QC · Estrie, QC
- Contract
As an Engine Calibration & Powertrain Controls Engineer, you will optimize internal combustion engine performance, emissions, fuel consumption, and reliability through calibration…
Added 33 mins ago
RL
Sensor Engineer / Senior Sensor Engineer
RBR Ltd.
Ottawa, ON
- $75,000 to $115,000 CAD / year
- Full-time
As a Sensor Engineer at RBR, you will specify, develop, and bring to life the sensor technology that measures the ocean environment. Working hands-on alongside specialists in firmware,…
Added 33 mins ago
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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 33 mins ago
A
Principal Geotechnical Engineer (Mine Tailings)
AtkinsRéalis
Vancouver, BC
- Full-time
We are currently seeking a Principal Geotechnical Engineer (Mine Tailings) to join our Global Tailings, Water and Environment (TWE) team. In this role, you will lead multidisciplinary teams…
Added 33 mins ago
A
Systems Integration Engineer
AtkinsRéalis
Montreal, QC · Quebec, QC
- Full-time
We are looking for a Systems Integration Engineer who is passionate about complex multidisciplinary rail projects, enjoying solving problems and finding solutions that meet the needs of…
Added 33 mins ago
A
Senior Utility Engineer
AtkinsRéalis
Toronto, ON
- Full-time
Join AtkinsRéalis as a Civil & Utility Engineer and contribute to the delivery of the OnCorr (On-Corridor Works) program, one of Canada’s largest transit rail infrastructure projects. As…
Added 33 mins ago
Software Development Engineer, Region Flexibility Engineering
Amazon
Vancouver, BC
As a software development engineer on the Automated Augmentation team, you will design and build solutions to accelerate company-wide initiatives in the region expansion, observability,…
Added 33 mins ago
OC
Manager, Engineering and Projects
Orano Canada
Saskatoon, SK
- $162,000 to $190,650 CAD / year
- Full-time
Develop team capability through coaching, mentoring, workforce planning, and succession development
Added 33 mins ago
V
Site Reliability Engineer
VySystems
Canada
- Full-time
Strong expertise in Terraform, including module development and infrastructure lifecycle management
Added 33 mins ago
CO
Engineer-in-Training
City of Richmond
Richmond, BC
- $87,789 to $109,736 CAD / year
- Temporary
Reviewing consulting engineer’s designs and reports.
Added 33 mins ago
ZS
Chatbot Developer
Zodiac Solutions, Inc
Toronto, ON
- Full-time
Job TitleQuality Engineer (QE) / SDET – AI Chatbot ValidationKey Roles & Responsibilities• Validate chatbot responses for accuracy, relevance, completeness, and consistency.• Create and…
Added 33 mins ago
S
Mechanical Design Engineer
SMARTFOX
ON · Ontario, Canada
- $80,000 to $120,000 CAD / year
- Full-time
Mechanical Design Engineer I / EIT - 0-2 years : Detailed CAD, drawings, calculations, and prototype testing, learning with a dedicated mentor and a clear path to your P.Eng.
Added 33 mins ago
SI
Cloud Engineer
Spait Infotech
Canada
- Full-time
Work with development teams to deploy and maintain cloud-based applications.

Apptoza Inc.

Forward Deployed Engineer (Python/Pyspark Developer)

Toronto, ON, Canada

Contract

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Applications open in a new tab.

Job details

Job type: Contract
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

Forward Deployed Engineer (Python/Pyspark Developer)

Toronto ON, Hybrid (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.

Thanks & regards,

Lakshmi Bhavani ,

Apptoza Inc.

Phone: 678-392-3978 Ext 4640

Phone: 437-291-3224 Ext 1105

Mail id : Lakshmi.bhavani@apptoza.com

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More about this job

Responsibilities

Embed with client teams to understand workflows and data, rapidly build and validate solutions, and deliver enterprise AI and data applications through production launch. Own pipelines, operationalization, post-launch reliability and optimization, 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 Claude and modern AI patterns, MLOps/LLMOps, enterprise cloud and security, and client-facing delivery; a relevant bachelor's degree is required.

Skills

Python
PySpark
SQL
REST APIs
FastAPI
Claude
Prompt Engineering
Retrieval-Augmented Generation (RAG)
Vector Databases
Data Engineering
MLOps/LLMOps
CI/CD
Kubernetes
Airflow
Client-Facing Consulting
BFSI

Visa sponsorship

Not detected in the job text

Hiring contact

Lakshmi Bhavani

Hiring contact email

Lakshmi.bhavani@apptoza.com

Keywords

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

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