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Added 5 hours ago
Staff Therapist - Occupational Therapist - Repost
Winnipeg Regional Health Authority
Winnipeg, MB
…designing of services to meet occupational performance goals, support healthy lifestyles, prevent illness and disability and promote health. Quality client care is supported through…
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Driver
Chartwell
Victoria, BC
- Part-time
Added 5 hours ago
Senior Policy Advisor
Government of Alberta
AB
This position provides support to the Strategic Policy branch and unit in the development of forward-looking strategic policy, system planning and legislation impacting the transportation…
Added 5 hours ago
Financial Analyst/ Claims and Financial Officer/ Senior Claims and Financial Officer (PS2, PS3, PS4)
Government of Alberta
AB
These positions support the financial oversight and administration of Alberta’s private career college sector. The positions work with private career colleges, students, and other…
Added 5 hours ago
Procurement Officer
Government of Alberta
AB
…more resilient and sustainable health care system that can support Albertans getting care when and where they need it, while responding to system-wide health challenges, improving health…
Added 5 hours ago
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Paid Services Beauty Advisor II - Part Time
Sephora
London, ON
- Part-time
June Guidelines to support Prom. Must be available Monday-Wednesday. Two of those days must include availability until close.
Added 6 hours ago
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Licensed Practical Nurse (LPN) or Research Nurse
RI-MUHC | Research Institute of the MUHC | #rimuhc
Montreal, QC
- Full-time
Support the Team: Assist with various tasks as directed by the manager,
Added 6 hours ago
BG
Senior Project Manager
Brandt Group of Companies
Zehner
- Full-time
Interact with the accounting department to initiate pat application process and follow up to ensure payment is received in a timely manner
Added 6 hours ago
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Product Specialist, Outboard Motor & Marine Rigging Parts
YAMAHA MOTOR CANADA LTD.
Toronto, ON · North York, ON
- Full-time
Marine Special Markets - Support sales team with necessary technical application to completing government tenders and price quotes.
Added 6 hours ago
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Clinical Research Coordinator
RI-MUHC | Research Institute of the MUHC | #rimuhc
Montreal, QC
- Full-time
The incumbent will report to the Chief of Orthopaedic Trauma and will provide full research-related support to him and 4 Orthopaedic Trauma surgeons (researchers).
Added 6 hours ago
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Research Assistant - Public Engagement
RI-MUHC | Research Institute of the MUHC | #rimuhc
Montreal, QC
- Full-time
Provide support to increase the reach of public engagement activities led by community partners
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Product Owner - Asset Management, Temporary
Aviso
Toronto, ON
- Full-time
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Salesforce Business Analyst
Delpath
Toronto, ON
- Contract
…specializing in Salesforce, who will be responsible for ideation support, design, development, and implementation of software to ensure continuous improvement and evolution in the Business…
Added 6 hours ago
BH
Property Representative 1 - Distribution Acquisitions
BC Hydro
Vancouver, BC
- Full-time
…provides expertise in the acquisition of property rights in support of BC Hydro’s distribution electrical system. We work collaboratively with various business groups (Distribution/Field…
Added 6 hours ago
ES
Adobe Experience Manager (AEM) Engineer
Epsilon Solutions Ltd.
Toronto, ON
- Contract
Support application performance, production troubleshooting, monitoring, and root-cause analysis.
Added 6 hours ago
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Database Administrator
Bevertec
Toronto, ON · Greater Toronto Area, Canada
- Contract
Application & Web Support: Assist with Microsoft Cloud environment application development and support (e.g., SharePoint, MS Teams, .NET MVC, Power Platform) and public-facing CMS websites…
Added 6 hours ago
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Clinical Research Coordinator
RI-MUHC | Research Institute of the MUHC | #rimuhc
Montreal, QC
- Full-time
Performing other job-related tasks as assigned by the supervisor, including support to other investigators and research coordinators.
Added 6 hours ago
RD
Cloud Engineer (Azure & IaC)
Randstad Digital
Toronto, ON · Greater Toronto Area, Canada
- Full-time
CI/CD Pipeline Management: Build, optimize, and support automated deployment pipelines in Azure DevOps for continuous application releases and infrastructure updates [1, 2].
Added 6 hours ago
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Programmer
RI-MUHC | Research Institute of the MUHC | #rimuhc
Montreal, QC
- Full-time
Manage cloud-based development and deployment environments and support application deployment across research and production environments.
Added 6 hours ago
AI
Python Developer -Forward Deployed, Pyspark
Apptoza Inc.
Toronto, ON
- Contract
Role: Python Developer -Forward Deployed, Pyspark
Added 6 hours ago
Principal Health
BHP
Canada
Beyond its scale, Jansen will create lasting value for people and communities. The project is expected to support approximately 5,500 jobs during construction and around 900 permanent roles…
Added 6 hours ago
Superintendent HSS Systems
BHP
Canada
Beyond its scale, Jansen will create lasting value for people and communities. The project is expected to support approximately 5,500 jobs during construction and around 900 permanent roles…
Added 6 hours ago
Superintendent Security & Emergency Management
BHP
Canada
Beyond its scale, Jansen will create lasting value for people and communities. The project is expected to support approximately 5,500 jobs during construction and around 900 permanent roles…
Added 6 hours ago
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Continuous Improvement Assistant
Alamos Gold Inc.
Dubreuilville, ON
- Full-time
…motivated professional who excels in data analysis, project support, and problem-solving, we want you on our…
Added 6 hours ago
Intern, Security Analyst - Winter Semester 2027
AlayaCare
Montreal, QC
Support incident response activities by helping analyze events, gather evidence, and document findings.

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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