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Added 3 mins ago
HT
PD Software for Service
Husky Technologies
Bolton, ON
- Full-time
The Service team is currently seeking a Software engineer/designer to specialize in resolving service issues with a focus on Injection Molding Machine controls, including servo drive and…
Added 3 mins ago
W
Senior Mechanical Engineer- Material Handling
Worley
Vancouver, BC
- Full-time
Worley is seeking a Senior Material Handling Engineer / Project Manager to provide senior-level mechanical engineering, materials handling, and project management expertise within the…
Added 3 mins ago
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Data Engineer
TimePlay
Toronto, ON
- Full-time
As a Software Engineer working on our data platform, you’ll design, build and operate the data systems that support our products, analytics, and internal teams.
Added 3 mins ago
ST
DevOps Engineer - Senior
Soroc Technology
Toronto, ON
- Contract
Build, maintain, and enhance CI/CD/CT pipelines, incorporating automated testing, security controls, and deployment best practices.
Added 3 mins ago
AE
Manager, Project Management Office - Digital Services
Associated Engineering
AB · Edmonton, AB
- Full-time
Apply the PMO mandate, services, roles, delivery lifecycle, governance forums, controls, templates, tools, and repositories established by the Director.
Added 19 mins ago
Staff Software Engineer - Identity & Access Management
Brex
Vancouver, BC
As a Staff Engineer on IAM, you will lead projects and initiatives to improve the security, reliability, and developer experience of our authentication, authorization, and identity…
Added 19 mins ago
Gameplay Software Engineer - EA SPORTS™ FC
Electronic Arts
Vancouver, BC
Design and write the code that runs and controls the game, incorporating and adapting existing libraries and writing custom code
Added 32 mins ago
RP
Automation Engineer
R&D Partners
ON · Ontario, Canada
- $55 to $65 USD / hour
- Full-time
Keep the heartbeat of innovation running! Join our client as an Automation Engineer and ensure cutting-edge operations never miss a beat!
Added 33 mins ago
Project Coordinator
JDS Energy & Mining
Vancouver, BC
…Project Coordinator will play a key role in supporting project controls, field coordination, contractor management, reporting, procurement, and construction execution. The ideal candidate…
Added 33 mins ago
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Staff Security Engineer
Snaplii
Toronto, ON · Etobicoke, ON
- Full-time
…leaders prioritize risk, establish clear ownership, and build controls that other engineers can…
Added 33 mins ago
PC
Senior Safety Instrumented System Engineer II
Parkland Corporation
Burnaby, BC
- Full-time
The Safety Instrumented System (SIS) Engineer is the designated owner of the refinery's Safety Instrumented Systems (SIS) program and serves as the refinery's technical authority for Safety…
Added 33 mins ago
ES
Gameplay Software Engineer - EA SPORTS™ FC
EA SPORTS
Vancouver, BC
- Full-time
Design and write the code that runs and controls the game, incorporating and adapting existing libraries and writing custom code
Added 33 mins ago
A
Digital Solutions Procurement Systems and Smart Materials Analyst
AtkinsRéalis
Mississauga, ON
- Full-time
Working closely with Procurement, Supply Chain, Engineering, Project Controls, Site Operations, Finance, and IT, the analyst helps maintain secure and reliable systems, resolve operational…
Added 1 hour ago
WI
Nuclear Engineer in Training
WSP in Canada
Tiverton, ON
- Volunteer
A bachelor’s degree in nuclear, mechanical, electrical, instrumentation and controls, civil, structural, chemical, industrial, building, HVAC, or a related engineering discipline.
Added 1 hour ago
CL
Container Security Engineer
Cloudious LLC
Toronto, ON
- Contract
Experience implementing container image security controls, including vulnerability and malware scanning, secrets detection, image signing, provenance, attestations, admission policies, and…
Added 1 hour ago
A
Desktop Senior Engineer / Need Sr. candidates : Montreal, QB (Hybrid)
AceStack
Toronto, ON
- Full-time
Added 1 hour ago
R
Senior Security Analyst
Rates.ca
Toronto, ON
- Full-time
…team. It is a hands-on role for someone who wants to operate controls rather than only document them. You will work directly with the Senior Manager, Security Engineering on a programme…
Added 1 hour ago
SS
Senior Event Streaming Engineer (Kafka / Azure Event Hubs)
Syncredible Solutions
Canada
- Contract
We are seeking a hands-on Senior Engineer / Lead to design and implement an event-driven integration capability using Azure Event Hubs and Kafka-compatible interfaces.
Added 1 hour ago
C
Senior Customer Engineer, Digital Native - Vancouver BC
Cloudflare
BC · British Columbia, Canada
- Full-time
The Customer Engineer (CE) is the core driver of our technical go-to-market strategy: a trusted technical advisor and primary architect of the customer journey. You will bridge the gap…
Added 1 hour ago
ZS
Principal Databricks Data Engineer
Zodiac Solutions, Inc
Toronto, ON
- Full-time
Job Title: Principal Databricks Data Engineer
Added 1 hour ago
GS
DevOps Engineer
Gala Solutions
Montreal, QC
- Contract
Job Title: DevOps Engineer – Data Protection Services
Added 2 hours ago
Senior Energy Engineer
GHD Group Pty Ltd
Waterloo, ON
GHD is seeking a Senior Energy Engineer – Building Performance to lead energy modelling, energy-code consulting and decarbonization studies for new and existing buildings across Canada.…
Added 2 hours ago
PR
Senior Safety Instrumented System Engineer II
Parkland Refining BC Ltd.
Burnaby, BC
- Full-time
The Safety Instrumented System (SIS) Engineer is the designated owner of the refinery's Safety Instrumented Systems (SIS) program and serves as the refinery's technical authority for Safety…
Added 2 hours ago
Senior Software Engineer, Performance ( Toronto)
Okta
Toronto, ON
We are seeking a Senior Back-End Software Engineer to help own the scalability, efficiency, and service protection of our expanding Identity as a Service platform.
Added 2 hours ago
A
Senior Mechanical Engineer
AECOM
AB · Edmonton, Alberta
- $120,000 to $160,000 CAD / year
- Full-time
AECOM’s Buildings + Places business line is seeking a Senior Mechanical Engineer to help lead building projects across commercial, institutional, and light industrial facilities, including…

Apptoza Inc.

Python Developer

Toronto, ON, Canada

Full-time

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Job details

Job type: Full-time
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

Job Title: Forward Deployed Engineer (Python/Pyspark Developer)

Location: Toronto, ON

Duration: Fulltime (Hybrid)

Requirement: Immediate

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.

In addition to your confirmation, please provide us with your most recent updated resume. We also require the following details from you:

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More about this job

Responsibilities

Embed with client teams to understand workflows and data, validate solutions using real data, and deliver enterprise AI and data applications from prototype through production launch. Build and operate data pipelines and AI workflows, manage production reliability and optimization, 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, cloud technologies, and MLOps/LLMOps. Candidates should have experience with Claude and generative AI patterns, enterprise data pipelines 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
Kubernetes
Airflow
Client-Facing Consulting

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
CI/CD
Docker
Kubernetes
Airflow
Distributed Processing
Cloud Data Platforms
IAM/RBAC
BFSI
Monitoring
Data Lineage

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