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Added 4 days ago
LD
Journeyman Electrician or Apprentice (3rd or 4th year)
Louis Dreyfus Company
Yorkton, SK
- Full-time
Install, maintain and diagnose Fire Supervisory Systems and associated devices.
Added 4 days ago
LD
Safety, Health and Environmental (SHE) Specialist
Louis Dreyfus Company
Yorkton, SK
- Full-time
Added 4 days ago
W
(CAN) Customer Service Manager
Walmart
Kenora, ON
- Full-time
Trains associates on systems and Company procedures, including scanning accuracy, productivity standards, company programs and initiatives, discount programs, EAS processes, and safety…
Added 4 days ago
Pharmacy Assistant (Pharmacy Software/Kroll Data Entry) Remote / Hybrid
CareRx
Cambridge, ON
Excellent working knowledge of Kroll and eMAR systems (Point Click Care, Catalyst, Med E Care)
Added 4 days ago
Clerk Grade 2, Building Safety Systems
Toronto Community Housing or Toronto Seniors Housing
Toronto, ON
Demonstrated experience using TCHC financial systems with ability to extract and compile data.
Added 4 days ago
TI
Project Engineer (Laval)
Trane Italia
Laval, QC · Longueuil, QC
- Full-time
…hardware and software design activities for building automation systems. Applies engineering principles and practices for work on assigned projects. Designs cost effective control solutions…
Added 4 days ago
KS
Supervisor I
kate spade new york
AB · Ksny West Edmonton Mall
- Full-time
Comfort with omni-channel/virtual selling tools and clienteling systems.
Added 4 days ago
Retail Experience Lead
Fire & Flower Inc.
Brampton, ON
Familiarity with security alarm systems – enabling and disabling.
Added 4 days ago
Retail Experience Lead
Fire & Flower Inc.
Toronto, ON
Familiarity with security alarm systems – enabling and disabling.
Added 4 days ago
BG
Refrigeration, HVAC Mechanic
Brandt Group of Companies
Zehner
- Full-time
…industrial heating, ventilation, air conditioning, and refrigeration systems. This role ensures equipment operates safely, efficiently, and in compliance with applicable codes and…
Added 4 days ago
BG
Design Engineer
Brandt Group of Companies
Zehner
- Full-time
Designing engineering systems, machines and devices which meet customers’ needs and which, when produced, comply with sound engineering practices and standards.
Added 4 days ago
BG
Electrical Technologist
Brandt Group of Companies
Zehner
- Full-time
Analysis, Electrical load and lighting calculations, design and detailing of Electrical systems for all buildings design projects.
Added 4 days ago
C
AI Architect-Governance & Delivery Lead
CGI
Toronto, ON
- Full-time
Strong understanding of enterprise integration, APIs, microservices, event-driven architectures, and distributed systems.
Added 4 days ago
LC
Associate Faculty - Clinical Nursing
Lambton College
Sarnia, ON
- Part-time
Computer literacy, including experience with Microsoft Office programs, Brightspace (D2L) or other learning management systems, and clinical documentation programs such as CompTracker.
Added 4 days ago
QT
Level 2.5 AI Support Analyst (bilingual- French + English)
Q1 Technologies, Inc.
Montreal, QC
- $110,000 to $120,000 CAD / year
- Full-time
Added 4 days ago
FS
Solution Architect
Focus Systems Inc.
Regina, SK
- Full-time
Focus Systems is looking for an experienced Solution Architect to join an exciting digital transformation initiative within the insurance technology sector.
Added 4 days ago
A
Senior Business Systems Analyst (Guidewire) - PolicyCenter & BillingCenter
Akkodis
Toronto, ON
- Contract
Position: Senior Business Systems Analyst (Guidewire) - PolicyCenter & BillingCenter
Added 4 days ago
AI
Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Contract
Design batch, real-time, and streaming data pipelines and integrations across enterprise systems.
Added 4 days ago
G
Account Service Manager - Toronto (CN Bilingual)
Geek+
Toronto, ON
- Full-time
Familiarity with Ticket systems and practices.
Added 4 days ago
FI
Business Process Management (Appian BPM) Developer
Flexstaf I.T. Inc.
Toronto, ON · Greater Toronto Area, Canada
- Contract
Position: Senior Appian Developer / Business Process Management Developer
Added 4 days ago
PC
Global Sales Incentive Plan Analyst
Pursuit Collection
Banff, AB · Calgary, AB · CAN - Banff Office (Support Services)
- Full-time
Partner with People & Culture/Sales Systems / IT to develop and maintain tools to design, report, and analyze goals accurately and in a timely manner.
Added 4 days ago
SC
Full Time PG 3 Front- End Supervisor Salt Spring Island
Sobeys Capital Incorporated or a Franchise/Affiliate / ou une franchise/société affiliée
Saltspring Island, BC
- Full-time
You have valuable management experience and knowledge of point-of-sale computer systems.
Added 4 days ago
Grocery - Clerk Sales/Service SW
Sobeys Capital Incorporated or a Franchise/Affiliate / ou une franchise/société affiliée
Lethbridge, AB
Added 4 days ago
Innovation Analyst, Information Technology
Laura Canada
Laval, QC
Comfortable diving into data, systems, and technical concepts when required
Added 4 days ago
Access Control Coordinator - Casual
BC Pavilion Corporation (owner and operator of BC Place and Vancouver Convention Centre)
Vancouver, BC
…for client and internal requests, utilizing multiple software systems and resources to ensure event and operational service delivery expectations are…

Apptoza Inc.

Forward Deployed Engineer (Python/Pyspark Developer)

Toronto, ON, Canada

Contract

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Job details

Job type: Contract
Apply by: Nov 26, 2026
Experience: 10+ years of experience in data engineering, AI application development, cloud data platforms, and production software engineering.
Posting language: English
Posted: Oct 27, 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 and engineering teams to understand workflows, assess real-world data, and build, validate, and deploy production AI and data applications. Own delivery from prototyping through launch, monitoring, stabilization, adoption measurement, and 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, cloud technologies, and MLOps/LLMOps. Candidates should have BFSI experience, strong client-facing and solution-design abilities, and a bachelor's degree in a relevant discipline.

Skills

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

Visa sponsorship

Not detected in the job text

Hiring contact

Lakshmi Bhavani

Hiring contact email

Lakshmi.bhavani@apptoza.com

Keywords

Python
PySpark
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
Monitoring
Rollback
Data Lineage

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