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Added 16 hours ago
PC
Senior Software Development Engineer in Test (SDET) / Quality Engineering Architect
Pyramid Consulting, Inc
Mississauga, ON
- $70 to $79 CAD / hour
- Contract
Immediate need for a talented Senior Software Development Engineer in Test (SDET) / Quality Engineering Architect. This is a 06+months contract opportunity with long-term potential and is…
Added 16 hours ago
RD
Cloud Engineer (Azure & IaC)
Randstad Digital
Toronto, ON · Greater Toronto Area, Canada
- Full-time
…helping bridge foundational networking connections to legacy…
Added 16 hours ago
K
Software Engineer
Kelly
Mississauga, ON
- Contract
Build and integrate REST/gRPC APIs, messaging systems, and enterprise applications.
Added 16 hours ago
KR
AI Architect
KTek Resourcing
Toronto, ON · Scarborough, ON
- Contract
The role is focused on application and system architecture, defining resiliency standards, reference architectures, and engineering best practices across AWS, Generative AI, Agentic AI, and…
Added 16 hours ago
S
Firmware Engineer
Solidigm
Vancouver, BC
- $116,480 to $174,800 CAD / year
- Full-time
Come join our Data Center Engineering Team and work on one of the most advanced 3D-NAND and SSD technology portfolios in the world. As the global leader in the semiconductor industry,…
Added 16 hours ago
AI
Python Developer -Forward Deployed, Pyspark
Apptoza Inc.
Toronto, ON
- Contract
Role: Python Developer -Forward Deployed, Pyspark
Added 16 hours ago
FS
Solutions Architect, AI/ML
Fidus Systems
Canada
- Full-time
At Fidus, you'll work on high-speed, high-complexity electronic systems, often using emerging technologies before they reach the broader market. You'll collaborate across FPGA/DSP,…
Added 16 hours ago
KR
AI & Cloud Resiliency Architect
KTek Resourcing
Toronto, ON · Greater Toronto Area, Canada
- Contract
The role is focused on application and system architecture, defining resiliency standards, reference architectures, and engineering best practices across AWS, Generative AI, Agentic AI, and…
Added 16 hours ago
Maintenance Supervisor
Canfor
Grande Prairie, AB
…leadership, grants you a practical understanding of mechanical systems, empowering you to guide and lead teams toward success. Accountability is at the core of your work ethic, as you…
Added 16 hours ago
Superintendent HSS Systems
BHP
Canada
As Superintendent HSS Systems, you will provide leadership across Health, Safety, Security, Hygiene, Emergency Response, and related HSS functions, ensuring programs, systems, and teams are…
Added 16 hours ago
Superintendent Security & Emergency Management
BHP
Canada
…responsible for strengthening emergency response programs, systems, and processes while leading a team focused on protecting people, assets, communities, and business…
Added 16 hours ago
TI
Certified Electrician
Tolko Industries
High Prairie, AB
- Full-time
Experience with a Computerized Maintenance Management Systems (CMMS) - preferably JD Edwards.
Added 16 hours ago
7
Product Designer
7shifts
Remote, Canada
- $105,000 to $130,000 CAD / year
- Full-time
- Remote
…prototyped and tested with real restaurants, then into Figma for systems and polish. You stay involved through launch and iteration. You see how restaurants use your work and ship the…
Added 16 hours 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 16 hours ago
Technical Program Manager-II, GO-AI
Amazon
Vancouver, BC
…conceive, develop, prototype, and deploy intelligent robotic systems that push the boundaries of industrial…
Added 16 hours ago
AG
Senior Mill Projects Engineer
Artemis Gold - Blackwater Project
BC
- Other
…early and incorporated into the design.• Lead the review of engineering deliverables, including process flow diagrams, P&IDs, layouts, equipment specifications, control narratives,…
Added 16 hours 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 16 hours ago
LD
Safety, Health and Environmental (SHE) Specialist
Louis Dreyfus Company
Yorkton, SK
- Full-time
Added 16 hours 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 17 hours 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 17 hours 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 17 hours ago
BG
Electrical Technologist
Brandt Group of Companies
Zehner
- Full-time
…(drawings and specifications), contract administration tasks and Engineering reports for building design projects across…
Added 17 hours ago
C
AI Architect-Governance & Delivery Lead
CGI
Toronto, ON
- Full-time
This is a technical leadership role in an AI-first software engineering organization. Candidates must demonstrate production experience designing GenAI, RAG, and agentic solutions, and…
Added 17 hours 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
Resolve common and intermediate issues at first contact; escalate complex engineering issues to Level 3 with clear, complete context.
Added 17 hours 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…

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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