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Added 8 days ago
ES
GEN AI Developer
Epsilon Solutions Ltd.
Mississauga, ON
- Contract
Experienced professional with strong Python development and Generative AI expertise, especially in prompt engineering.
Added 8 days ago
AD
Researcher - Product Innovation, Global R&D
ArcelorMittal Dofasco
Hamilton, ON
- Full-time
Analyze production data and provide solutions to improve the properties and manufacturability of current products.
Added 8 days ago
JG
Data AI Engineer
J&M Group
Markham, ON
- Full-time
We are seeking an experienced AI/ML Developer to design, develop, and deploy machine learning and generative AI solutions. The ideal candidate should possess strong expertise in Python,…
Added 8 days ago
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Manager, Engineering
TD
Toronto, ON
- Full-time
We are looking for an experienced Manager, Engineering to lead a team of technology professionals responsible for delivering and supporting business-critical applications and technology…
Added 8 days ago
Safe Mobility Analyst
City of Edmonton
AB
As a Safe Mobility Analyst, you will play a central role in transforming complex traffic safety data into actionable insights that protect lives. Reporting to the Team Lead of the Mobility…
Added 8 days ago
AI
Computer Vision Engineer
Aptino, Inc.
Canada
- Contract
Collaborate with engineering teams, business stakeholders, and client leadership to deliver AI solutions.
Added 8 days ago
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Data Scientist III
TD
Toronto, ON
- Full-time
Undergraduate or advanced degree in data science, computer science, engineering, statistics, business analytics, operations research, or a related quantitative field; graduate degree…
Added 8 days ago
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Sr. Applied AI Scientist – Generative AI & Agentic Systems
BMO
Toronto, ON · FCP
- Full-time
· Master's degree in Computer Science, Artificial Intelligence, Machine Learning, Software Engineering, Data Science, or another relevant STEM discipline.
Added 8 days ago
M
Senior AI Engineer, Big Data & AI Solutions
Mastercard
Vancouver, BC
- Full-time
As a Senior AI Engineer, you will work at the intersection of AI engineering and big data engineering, helping improve the models, data assets, and operational processes that power fraud…
Added 8 days ago
RI
IOS mobile testing
Raas Infotek
Vancouver, BC
- Contract
Mandatory skills : Strong experience with Automation/SDET, iOS testing using Xcode, XCUI, python or java coding
Added 8 days ago
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Programmer
RI-MUHC | Research Institute of the MUHC | #rimuhc
Montreal, QC
- Full-time
Field of Study: Computer Science, Software Engineering, Health Informatics, or a related field, or equivalent professional experience
Added 8 days ago
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Software Engineer
Kelly
Mississauga, ON
- Contract
Production experience with Python, FastAPI/Flask, and data-processing libraries such as Pandas/NumPy.
Added 8 days ago
AI
Python Developer -Forward Deployed, Pyspark
Apptoza Inc.
Toronto, ON
- Contract
Role: Python Developer -Forward Deployed, Pyspark
Added 8 days ago
Intern, Security Analyst - Winter Semester 2027
AlayaCare
Montreal, QC
Currently pursuing a Bachelor’s or advanced degree in Computer Science, Cybersecurity, Software Engineering, Computer Engineering, Information Technology, or a related technical field.
Added 8 days ago
RB
Senior Software Quantitative Engineer
Royal Bank of Canada
Vancouver, BC · Toronto, ON
- Full-time
Develop software for quantitative and portfolio management using Python
Added 8 days ago
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Senior Analyst, Marketing Science
Adelphi Group
Toronto, ON
- Full-time
Lead a small team of Analysts and draw from wider Data Analytics resources within the organization, including Data Engineering
Added 8 days ago
EC
GEN Ai Developer
Experis Canada
Toronto, ON
- Contract
Reverse engineer existing applications built using Python, Java, Angular, and Mule to generate architecture, data flow, and sequence diagrams.
Added 8 days ago
C
AI Architect-Governance & Delivery Lead
CGI
Toronto, ON
- Full-time
Ability to review or prototype AI application code in Python or Java and guide engineering teams through technical issues.
Added 8 days ago
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Data Integration Engineer
TekRek
Canada
- Contract
TekRek is partnered with a Canadian data and AI consultancy that builds enterprise data platforms for clients in the public sector and other regulated industries. This hire will be placed…
Added 8 days 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 8 days ago
T
Software Engineer III
TD
Toronto, ON
- Full-time
…knowledge of cloud infrastructure, architecture patterns, and engineering practices to design solutions that scale securely and reliably across enterprise platforms. You are hands-on and…
Added 8 days ago
T
Software Engineer II
TD
Toronto, ON
- Full-time
…implement scalable, reliable and secure solutions for EDMO Data Catalog services. You contribute to solutions that operate across diverse cloud environments, applying practical knowledge of…
Added 8 days ago
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IP Design Intern
Altera
Toronto, ON
- Full-time
Join Altera IP solutions team and work on cutting edge FPGA RTL and IP design! Altera's IP Solutions Engineering (IPSE) team develops comprehensive solutions to provide customers easy and…
Added 8 days ago
C
Optical Performance Lab Verification and Testing Co-op
Ciena
Ottawa, ON
- $25.5 to $35 CAD / hour
- Full-time
Develop and refine automated test workflows using tools such as MATLAB, Python, and instrument or REST APIs to improve repeatability, efficiency, and measurement capture.
Added 8 days ago
C
Electronic Reliability Engineer Co-op (Winter 2027)
Ciena
Ottawa, ON
- Full-time
Step into reliability engineering and contribute to evaluating the durability, performance, and lifespan of electronic components and circuit boards used in telecommunications technologies.…

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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