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Added 4 mins ago
P&
Food Safety & Quality Assurance Compliance Manager
Parrish & Heimbecker, Limited
Cambridge, ON
- Full-time
Serve as the primary subject matter expert for domestic and international food regulations, ensuring policies, procedures, labels, and product claims remain compliant.
Added 4 mins ago
JR
Head Sous Chef / Assistant General Manager
JOEY Restaurant Group
Toronto, ON
- Full-time
…strategic planning goals while upholding the highest standards in product, profit, environment and…
Added 4 mins ago
BG
Sales Coordinator
Brandt Group of Companies
Oro, ON
- Full-time
Coordinate with the sales team to maintain up-to-date inventory lists and ensure product availability for customer demands.
Added 4 mins ago
C
Temporary Sales Support Associate
Coach
AB · Edmonton, AB
- Part-time
…floor. Accurate and effective work, supporting the flow of product from the moment of receipt through the point of sale is essential to this…
Added 4 mins ago
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Growth Operations Manager
nesto
Montreal, QC
- Full-time
Help generate and prioritize a growth roadmap and interface with our Product and Technology teams
Added 4 mins ago
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Head of Supply Chain - Canada
Beiersdorf
Montreal, QC
- Full-time
…aligned with country and North America priorities. Oversee product availability, order fulfilment, warehousing, transportation and finished goods inventory, balancing service, cost, working…
Added 4 mins ago
E
Stagiaire Développeur de Logiciels
Ericsson
Montreal, QC
- Full-time
Stagiaire Développeur de Logiciels - Software Developer Intern
Added 4 mins ago
R
Temporary Fashion Associate - Pen Centre
RW&CO
St. Catharines, ON
- Part-time
Use product knowledge and current promotions to drive add-on sales and support store performance.
Added 4 mins ago
S
Method Technician - Finishing
Safran
Mirabel, QC
- Full-time
Ensure mastery of the product-process pair while respecting SQCD objectives:
Added 4 mins ago
M
Sales Consultant
Meltwater
Toronto, ON
- Volunteer
Added 4 mins ago
M
Product Support Expert
Meltwater
Toronto, ON
- Full-time
Are you ready to embark on the exciting role of Product Support Expert at Meltwater? We're seeking dedicated individuals like you to join our dynamic team and elevate our customer…
Added 4 mins ago
TH
TW - Sales Manager - Gérant.e des ventes
Traction Heavy Duty Parts
Mississauga, ON
- Full-time
Work with Traction Regional Management and Distribution Center Management to develop, plan and implement programs, promotions, product launches and training programs
Added 4 mins ago
R
Fashion Associate (Part time) - RW&CO
RW&CO
Abbotsford, BC
- Part-time
Use product knowledge and current promotions to drive add-on sales and support store performance.
Added 4 mins ago
PB
Manager, Product Development
Pacific Blue Cross
Burnaby, BC
- Full-time
…continuing to strengthen how we manage, optimize, and grow our product offerings to deliver greater value for our members, clients, and…
Added 4 mins ago
C
Temporary Sales Support Associate
Coach
Ottawa, ON
- Part-time
…floor. Accurate and effective work, supporting the flow of product from the moment of receipt through the point of sale is essential to this…
Added 4 mins ago
AC
Scrum Master
Aviva Canada
Markham, ON
- Internship
Coach the team and Product Owner. Reinforce Scrum accountabilities, Agile principles, effective backlog management, prioritization, acceptance criteria, and sustainable ways of working.…
Added 4 mins ago
H&
Client Ambassador (FT) - Scarborough Town Centre
Hillberg & Berk
Toronto, ON · Scarborough, ON
- Full-time
…about the future of delighting our customers, innovating our product, growing our business along with our people and empowering women in the process. If you have a learning mindset, would…
Added 4 mins ago
Line Cook
Recipe Unlimited
Toronto, ON
Complete line checks to ensure that enough product is prepared and kept ready for service
Added 4 mins ago
Senior Insurance Advisor (Moose Jaw, SK)
Talent Acquisition Team at Westland Insurance. Text reply only.
Moose Jaw, SK
Added 19 mins ago
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Seasonal Guest Experience Lead | Banff Avenue
lululemon
Banff, AB
- Full-time
…connecting, and being well. We owe our success to our innovative product, emphasis on stores, commitment to our people, and the incredible connections we make in every community we're in.…
Added 19 mins ago
OA
Reception Associate - OpenRoad Audi Boundary
OpenRoad Auto Group
Burnaby, BC
- Full-time
Direct customers to the correct department or personnel, notify the appropriate Product/Service Advisor that a customer is waiting, or introduce the customers to advisor.
Added 19 mins ago
VM
Sr Full Stack Engineer
Vivid Machines
Toronto, ON
- Full-time
As a Senior Full Stack Developer, you will own the software that sits between our cameras in the field and the people who rely on them: the applications our team and customers use to run…
Added 19 mins ago
T
Learning & Development Manager
Takeda
Toronto, ON · CAN - Toronto Head Office
- Full-time
…academies, frameworks, and standards (e.g., Sales Academy, product launch training, selling models) so they are relevant for Canadian teams and meet Canadian compliance…
Added 19 mins ago
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Business Analyst III
Seaspan
North Vancouver, BC
- Full-time
Collaborate closely with IT Solution Architects, Product and Data Owners, Developers, and Business Leaders.
Added 34 mins ago
SI
Int./Sr. Naval Architect Technologist
Synectics Inc.
St. John's, NL · Greater St. John's Metropolitan Area
- $80,000 to $100,000 CAD / year
- Full-time
Develop 3D product models for ship structures in ShipConstructor for both new construction and refit projects.

Apptoza Inc.

Python Developer -Forward Deployed, Pyspark

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

Role: Python Developer -Forward Deployed, Pyspark

Location: Toronto

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.

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More about this job

Responsibilities

Embed with client teams to understand workflows and data, validate solutions using real client data, and deliver enterprise AI and data applications from prototype through production launch. Build and operate data pipelines and AI workflows, resolve technical blockers, monitor and optimize production systems, measure adoption and business impact, and complete structured handovers.

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, distributed processing, and production tooling. Candidates should have experience with Claude and generative AI patterns, MLOps/LLMOps, enterprise cloud and security, and client-facing delivery; a relevant bachelor's degree is required, while relevant certifications are preferred.

Skills

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

Visa sponsorship

Not detected in the job text

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
Airflow
Docker
Kubernetes
CI/CD
Git
Distributed Processing
Cloud Data Platforms
IAM/RBAC
BFSI
Client-Facing Consulting

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