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Added 5 mins ago
BH
Senior Solution Architect
BC Hydro
Burnaby, BC
- $131,100 to $165,800 CAD / year
- Full-time
…the Architecture Review Board (ARB) while collaborating with business stakeholders, Enterprise Architecture, application, and infrastructure teams to produce sustainable and innovative…
Added 5 mins ago
TU
Programmer Analyst II
The University of British Columbia
Vancouver, BC
- $8,810.92 to $13,202.5 CAD / month
- Full-time
The Programmer Systems Analyst II designs and builds computer application solutions for existing complex or campus wide computer systems within the Enterprise Automation and Solution…
Added 5 mins ago
OH
Senior Product Manager
Ontario Health | Santé Ontario
ON · Ontario, Canada
- Full-time
…backlogs, understanding user and stakeholder needs, and translating business requirements into solutions that deliver meaningful…
Added 5 mins ago
SQ
Partenaire, Développement des Affaires
Sunlife Québec
Quebec, QC
- Full-time
…la prospection, le développement d’une pratique axée sur les solutions globales, l’évaluation des possibilités de vente croisée, le cycle de vente, la gestion des affaires,…
Added 5 mins ago
A
Delivery Lead
Avanade
Toronto, ON
- Full-time
Typically shapes single Practice or Service Group (AMS/IMS/SI) solutions to drive value for our clients and for Avanade that are both winnable and deliverable through in-depth knowledge of…
Added 5 mins ago
IH
Business Partner, Indigenous Employee Experience
Interior Health Authority
Kelowna, BC
- Full-time
Interior Health is seeking a permanent full-time Business Partner to help advance initiatives that strengthen the Indigenous employee experience across the organization. This is an exciting…
Added 5 mins ago
IH
Lead | Equitable People Practices
Interior Health Authority
Kelowna, BC
- Full-time
…leaders to identify systemic barriers and implement sustainable solutions that improve workforce equity outcomes. The Lead supports advancing accessibility, Indigenous recruitment and…
Added 5 mins ago
CC
Operations Manager
Carlson Construction Group
North Vancouver, BC
- $140,000 to $160,000 CAD / year
- Full-time
…continuous improvement. You will play a pivotal role in overseeing business operations, fleet performance, maintenance planning, financial results, customer service, and team development…
Added 5 mins ago
CI
Designer de Produit / Product Designer (E-commerce)
Cloud Imperium Games Montreal
Montreal, QC
- Full-time
Transformer des besoins complexes en solutions élégantes, intuitives et centrées utilisateur, sans compromettre la qualité visuelle.
Added 5 mins ago
PA
Financial Services Specialist
Pfaff Automotive Partners Inc.
Markham, ON
- Full-time
…by phone and video, presenting protection products and F&I solutions and successfully closing sales through these…
Added 5 mins ago
PA
Automotive Sales & Finance Consultant
Pfaff Automotive Partners Inc.
Mississauga, ON
- Full-time
…to exploring financing, leasing, protection, and ownership solutions that fit their…
Added 5 mins ago
CS
Program Manager, Data and Agri-food Standards/ Responsable de Programme, Normes Relatives aux Données et au Secteur Agroalimentaire
Canadian Standards Association
Calgary, AB · Ottawa, ON · Toronto, ON · Montreal, QC
- $116,230 to $152,555 CAD / year
- Full-time
…execution leadership in the development of standards-based solutions for the Data and Agri-food program, addressing the needs of industry, government and the public, primarily through the…
Added 5 mins ago
CS
Project Manager - Information and Communications Technology/ Chef de Projet - Technologies de l'information et de la Communication
Canadian Standards Association
Calgary, AB · Ottawa, ON · Toronto, ON · Montreal, QC
- $88,260 to $100,000 CAD / year
- Full-time
…discussions and promoting consensus to develop leading-edge standards solutions. Working with stakeholders and applying industry knowledge, you will identify and assess new business…
Added 5 mins ago
CS
Manager, Strategic Initiatives - Energy Systems Standards (Petroleum & Natural Gas / Nuclear)
Canadian Standards Association
Calgary, AB
- $116,230 to $152,555 CAD / year
- Full-time
The SIM identifies emerging issues and technologies, assesses opportunities for research and standards-based solutions, builds strategic relationships, secures funding, and leads…
Added 21 mins ago
Automation Project Manager
Spartan Controls Ltd.
Burnaby, BC
…provider of industrial automation, valves, measurement, control solutions and data management, for process industries in Western Canada and beyond. We are dedicated to providing exceptional…
Added 35 mins ago
PH
Data Lead, BC Health Workday
Provincial Health Services Authority
BC · British Columbia, Canada
- Full-time
Plans and leads data-focused workshops, interviews, and working sessions with HR functional area leads, Business Application, and data analytics and reporting teams to confirm, refine, and…
Added 35 mins ago
A
Service Delivery Manager
Avanade
Toronto, ON
- Full-time
Ensure alignment of support services with client business objectives and regulatory requirements.
Added 35 mins ago
O
NA Sales Representative, Commercial EXA & Hardware Sales Specialist
Oracle
Canada
- Full-time
Join us to work with the largest customers in their industries. You will get the opportunity to build creative solutions for them tackle the business challenges that stand in the way of…
Added 35 mins ago
PH
Medical Laboratory Technologist - Whistler
Provincial Health Services Authority
Whistler, BC
- Full-time
Prepare a variety of solutions, reagents, standards and controls for use in analysis, in accordance with the Standard Operating Procedures.
Added 35 mins ago
C
Temporary Sales Support Associate
Coach
Toronto, ON
- Part-time
Schedule: Ability to work a flexible schedule to meet business needs - including nights, weekends, peak busy season, and high-traffic retail days (including, but not limited to, public…
Added 35 mins ago
C
Temporary Cashier
Coach
Toronto, ON
- Part-time
Schedule: Ability to work a flexible schedule to meet business needs - including nights, weekends, peak busy season, and high-traffic retail days (including, but not limited to, public…
Added 35 mins ago
WC
Data Developer III
Walmart Canada
Mississauga, ON
- Full-time
Position Summary...This role is responsible for enabling data-driven business solutions through analytics, data engineering, and modeling practices. The role may support data strategy,…
Added 35 mins ago
A
Technical Program Manager-II, GO-AI
Amazon
Vancouver, BC
- Full-time
…accelerate and scale the next generation of AI-powered robotic solutions. We're transforming how complex visual reasoning tasks are performed across Amazon's robotics operations, moving…
Added 35 mins ago
CC
Specialist, Corporate Security
Coca-Cola Canada Bottling Limited
Montreal, QC
- Full-time
Proudly independent, we are a Canadian, family-owned business. Coke Canada Bottling makes, distributes, merchandises, and sells the most-loved beverages Canadians enjoy. With over 6,000…
Added 35 mins ago
SI
Franchise Success Partner
Steamoji, Inc.
Vancouver, BC
- Full-time
Drive innovation in operational workflows through technology-enabled solutions that enhance franchisee and customer experiences.

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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