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Added 1 day ago
SP
Lead Solution Engineer, ECS, Public Sector
Salesforce Partner Canada
Toronto, ON
- Full-time
We are looking for exceptional candidates to join the Public Sector ECS Solution Engineering team. The ECS business is the highest performing, highest growth team in Public Sector. As part…
Added 1 day ago
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Associate Applied AI Engineer – GenAI Systems
Manulife
Toronto, ON
- Full-time
Translate business problems into a clear solution approach, including user workflow, data flow, model approach, evaluation plan, and operational controls.
Added 1 day 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 1 day ago
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Senior Software Engineer, Backend - Fraud Prevention
Sardine
Remote, Canada
- $180,000 to $206,000 CAD / year
- Full-time
- Remote
Sardine is the leading agentic risk platform for fighting financial crime. Our integrated solution unifies data across risk teams to help organizations stop fraud in real time, prevent…
Added 1 day ago
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Senior Java Software Engineer
Henry Schein One Canada
Surrey, BC
- Full-time
Our Dentrix Ascend engineering team contributes to the development of Dentrix Ascend, our cloud-based practice management platform used by dental practices across the United States.…
Added 1 day ago
CI
Principal Architect
Camis Inc
Guelph, ON
- Full-time
Define system boundaries, integration patterns, data flows, and platform-wide architectural standards.
Added 1 day ago
SM
RQ00816 – Security Specialist – Intermediate
S M Software Solutions Inc
Toronto, ON
- Full-time
This involves implementing a CSPM/CNAPP solution to identify misconfigurations, insecure practices, and runtime threats, and working with cloud teams to reduce risk.
Added 1 day ago
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Prompt Engineer - IA générative
Astek
Montreal, QC
- Full-time
As a GenAI Prompt Engineer, you will join a machine learning squad. You will work with internal clients and subject-matter experts to understand their needs, translate them into effective…
Added 1 day ago
AC
Principal Presales Solutions Architect
Adastra Corporation
Markham, ON
- Full-time
Eight or more years in enterprise technology, data, or cloud consulting, with at least four in presales, solution architecture, or technical sales.
Added 2 days ago
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Senior Full Stack Java Engineer - Workforce Management (WFM)
Miratech
Canada
- Full-time
We are looking for a Senior Full Stack Engineer to join the Workforce Management product stream and build enterprise-scale solution supporting forecasting, capacity planning, scheduling,…
Added 2 days ago
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Data Governance Architect
Infostrux
Toronto, ON
- Full-time
We help organizations unlock the value of their data by building modern, cloud-native platforms that power analytics, AI, and machine learning. Our work spans the modern data stack -…
Added 2 days ago
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Optical AI Product Line Manager
Ciena
Ottawa, ON
- Full-time
…of Optical networking solutions for AI connectivity across Data Center Interconnect (DCI), metro and long-haul domains. You will lead engagements with North American Communications Service…
Added 3 days ago
SM
RQ00816 – Security Specialist – Intermediate
S M Software Solutions Inc
Toronto, ON
- Full-time
This involves implementing a CSPM/CNAPP solution to identify misconfigurations, insecure practices, and runtime threats, and working with cloud teams to reduce risk.
Added 4 days ago
ST
Senior Data Engineer
Sensor Tower
Remote, Canada
- Full-time
- Remote
As Sensor Tower continues to grow as a global company, we are looking for a Senior Data Engineer to build amazing products together. We have a wonderful team of more than a hundred…
Added 4 days ago
SM
RQ00816 – Security Specialist – Intermediate
S M Software Solutions Inc
Toronto, ON
- Full-time
This involves implementing a CSPM/CNAPP solution to identify misconfigurations, insecure practices, and runtime threats, and working with cloud teams to reduce risk.
Added 4 days ago
SM
RQ00816 – Security Specialist – Intermediate
S M Software Solutions Inc
Toronto, ON
- Full-time
This involves implementing a CSPM/CNAPP solution to identify misconfigurations, insecure practices, and runtime threats, and working with cloud teams to reduce risk.
Added 4 days ago
SM
RQ00816 – Security Specialist – Intermediate
S M Software Solutions Inc
Toronto, ON
- Full-time
This involves implementing a CSPM/CNAPP solution to identify misconfigurations, insecure practices, and runtime threats, and working with cloud teams to reduce risk.
Added 4 days ago
PC
Senior Cloud Platform Lead, Senior Manager
Pwc Canada
Ottawa, ON · Toronto, ON
- Full-time
Proven experience as a Cloud Engineer or similar role, with experience in creating and recommending solution architectures and designs.
Added 4 days ago
PC
Senior Cloud Platform Lead, Senior Manager
Pwc Canada
Ottawa, ON · Toronto, ON
- Full-time
Proven experience as a Cloud Engineer or similar role, with experience in creating and recommending solution architectures and designs.
Added 4 days ago
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Software Engineer II, Supplier Advertising
Wayfair
Toronto, ON
- $151,411 to $169,169 CAD / year
- Full-time
…accomplished through cutting-edge technology stack on the Google Cloud Platform, including and Java-based microservices using the Spring Boot framework, GraphQL, and React for frontend…
Added 4 days ago
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Software Engineer III, Supplier Advertising
Wayfair
Toronto, ON
- $192,047 to $211,914 CAD / year
- Full-time
Design and implement data processing pipelines utilizing Google Cloud platform technologies.
Added 4 days ago
W
Software Engineer II, Supplier Advertising
Wayfair
Toronto, ON
- $151,411 to $169,169 CAD / year
- Full-time
As a Software Engineer, you will be at the forefront of designing and developing enterprise-scale advertising technology that powers premium brand experiences across Wayfair’s platform. You…
Added 4 days ago
AE
Campus Graduate Masters Summer Internship Program - 2027 AI Engineer, Enterprise Technology Services- Toronto, Ontario, CN
American Express
Toronto, ON
- Full-time
Integrate APIs, AI models, security tools, cloud services, containers, data sources, and development environments to support research, prototyping, and technical evaluation.
Added 4 days ago
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AI Cloud Data Engineer
Altera
Toronto, ON
- Full-time
Altera is seeking a talented and driven AI Data Engineer to design, develop, and deploy AI-powered applications, data platforms, and machine learning solutions that transform data into…
Added 4 days ago
AI
Principal Consultant – AWS Data Platforms & Agentic AI
Astra-North Infoteck Inc. ~ Conquering today’s challenges, achieving tomorrow’s vision!
Toronto, ON
- Full-time
12+ years across Data Platforms, Cloud Engineering, Platform Engineering or Architecture.

Apptoza Inc.

Forward Deployed Engineer (Python/Pyspark Developer)

Toronto, ON, Canada

Contract

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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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