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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 1 day ago
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Senior Project Manager/ Technical Lead, Conveyance
Stantec
Toronto, ON
- Full-time
Perform civil conveyance design for watermain, storm and sanitary sewer projects, from preliminary design to detailed design, tendering and construction inspection, with consideration for…
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Civil Engineer - EIT
Stantec
Calgary, AB
- Full-time
Our Calgary office has an opportunity for a Civil EIT. You should be able to evaluate, select, specify, and engineer systems or products for a project. You will perform a variety of tasks…
Added 1 day ago
GT
Program Manager
GeoSpectrum Technologies, Inc
Port Coquitlam, BC
- Full-time
…contribute to cutting-edge technology from concept to delivery. We design, engineer and manufacture state-of-the-art subsea vehicles. Simply put - we make cool and innovative…
Added 1 day ago
GT
Operations and Project Coordinator
GeoSpectrum Technologies, Inc
Port Coquitlam, BC
- Full-time
…contribute to cutting-edge technology from concept to delivery. We design, engineer and manufacture state-of-the-art subsea vehicles. Simply put - we make cool and innovative…
Added 1 day ago
GT
Electrical Engineer
GeoSpectrum Technologies, Inc
Dartmouth, NS
- Full-time
GeoSpectrum is growing and has a new career opportunity for an experienced Electrical Engineer!
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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 1 day ago
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Engineer - Manufacturing (EIT)
Linamar Corporation
Winnipeg, MB
- Full-time
Work with design engineering to assist with Design for Manufacturability.
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Engineer - Tool Design
Linamar Corporation
Winnipeg, MB
- Full-time
Participate as a team in the design, development, and continuous improvement of fabrication, weld, assembly, paint, and material handling tools and fixtures.
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Business Systems Analyst
Manulife
Toronto, ON · Waterloo, ON
- Full-time
You will have an active role throughout the delivery lifecycle, from requirements analysis and solution design through implementation and validation. You will be part of a collaborative…
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Associate Applied AI Engineer – GenAI Systems
Manulife
Toronto, ON
- Full-time
…depth, sound software engineering practices, and a modern GenAI design mindset to help deliver AI and GenAI capabilities that integrate effectively into real business workflows. This is an…
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GPU Validation Engineer
Intel Corporation
Toronto, ON · CAN - - Toronto
- Full-time
We are seeking a skilled and experienced GPU Validation Engineer to join our dynamic team. This role requires regular onsite presence to effectively collaborate with cross-functional teams…
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Senior Document Controller
Arcadis
Vancouver, BC
- Full-time
Arcadis is the world's leading company delivering sustainable design, engineering, and consultancy solutions for natural and built assets.
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Instrumentation & Monitoring Quality Assurance Lead
Arcadis
Vancouver, BC
- Full-time
…the monitoring subcontractor, Prime Contractor, TIC, Owner’s Engineer, Province Representative, and relevant design disciplines while safeguarding Arcadis’ independent I&M QA mandate. You…
Added 1 day ago
Fire Protection Specialist
Westinghouse Electric Company, LLC
Kitchener, ON
As a Fire Protection Specialist you will provide fire protection engineering services to support the design, evaluation, and implementation of systems and strategies that safeguard life and…
Added 1 day ago
VT
Senior Data Engineer (Databricks) - Finance Data Modeling
Vision Talent Co.
Toronto, ON
- Contract
We are hiring a Senior Data Engineer to build and own the finance data platform on Databricks. You will design the pipelines and data models behind the general ledger, sub-ledgers and…
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KG
PKI & Certificate Automation Engineer
K&K Global Talent Solutions INC.
ON · Ontario, Canada
- Full-time
We are seeking a highly skilled Senior PKI & Certificate Automation Engineer with strong expertise in Digital Certificate Lifecycle Management, PKI Infrastructure, TLS/mTLS Security,…
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Sr. Azure DevOps Engineer-Banking
BeachHead
Toronto, ON
- Contract
Working with one of our top financial clients, this role calls for a Sr. Azure DevOps Engineer-Banking to modernize front-end architecture across a portfolio of Angular applications. You…
Added 1 day ago
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Data Engineer – Azure Databricks / Data Modeling
Confiar Services
Toronto, ON
- Contract
Data Engineer – Azure Databricks / Data Modeling / Data Lineage
Added 1 day ago
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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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Sr. Snowflake Data Engineer
Next Pathway
Toronto, ON
- Contract
Next Pathway is seeking an experienced Snowflake Data Engineer with experience leading a team, to support a major enterprise client that is building a new cloud data platform on Snowflake.
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Software Engineer – Platform Security & Modernization
HCLTech
Montreal, QC
- $85,000 to $90,000 CAD / year
- Full-time
We are seeking a Software Engineer to join a global enterprise technology team responsible for the development, modernization, security, and operational reliability of mission-critical…
Added 1 day ago
VT
EMC Engineer
Veridian Tech Solutions, Inc.
Quebec, QC
- Contract
Prepare Certification Design Compliance Reports.
Added 1 day ago
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Marketing Technology Lead Developer
1-800-GOT-JUNK?
Vancouver, BC · Toronto, ON
- Full-time
Architecture & Data Flow: Design, build, and maintain the technical infrastructure that powers customer data collection, event tracking, automation, personalization, and cross-channel…
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Senior Software Engineer, Backend - Fraud Prevention
Sardine
Remote, Canada
- $180,000 to $206,000 CAD / year
- Full-time
- Remote
As a backend-focused Senior Software Engineer, you will play a pivotal role in designing, constructing, and maintaining APIs, services, and systems across our engineering team. This…

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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