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Added 39 mins ago
J
Mechanical engineer
JobsMedia.io
Sherbrooke, QC
- Full-time
Conduct research into the feasibility, design, operation and performance of mechanisms, components and systems
Added 39 mins ago
HT
Manufacturing Engineer (Contract)
Husky Technologies
Bolton, ON
- Full-time
We have an opening for a Mechanical / Manufacturing Engineer working with our Manufacturing Engineering Team as outlined below:
Added 39 mins ago
IS
Principal Engineer, Production Engineering
Irving Shipbuilding
Dartmouth, NS
- Full-time
Are you a visionary engineering leader with a passion for innovation in shipbuilding? We are seeking a Principal Engineer to join our Production Engineering team - a role designed for a…
Added 40 mins ago
O
Senior Solutions Engineer
Orgvue
Remote, Canada
- Full-time
- Remote
Orgvue is an organizational design and planning platform that empowers your business to transform its workforce by understanding the work people do and the skills they have. Our platform…
Added 54 mins ago
HT
Applications Engineer
Husky Technologies
Bolton, ON
- Full-time
Develop and quantify relationships between package performance, polymer properties, preform design, injection molding, reheating, and stretch blow molding processes.
Added 54 mins ago
J
Senior Transmission Line Engineer
JobsMedia.io
Laval, QC
- Full-time
…infrastructure sector, is seeking a Senior Transmission Line Engineer to strengthen its technical team. You will play a key role in the design, analysis, and execution of high-voltage…
Added 55 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 55 mins ago
HT
Product Development Engineer
Husky Technologies
Bolton, ON
- Full-time
Our Development Engineering team is looking to hire an experienced Product Development Engineer. The successful candidate will lead the technical development of packaging products working…
Added 55 mins ago
HT
PD Service - Mechanical
Husky Technologies
Bolton, ON
- Full-time
The service team is currently seeking a Mechanical engineer/designer to specialize in resolving service issues.
Added 1 hour ago
TT
Intermediate Electrical Engineer
Tetra Tech
Thunder Bay, ON
- Full-time
Tetra Tech is adding an Intermediate Electrical Engineer to our EI&C team based in Thunder Bay, ON . This is an existing vacant position for which we are actively recruiting.
Added 1 hour ago
CE
Airframe Design Repair Engineer (In-service)
Capgemini Engineering
Montreal, QC
- Full-time
Job Title - Airframe Design Repair Engineer (In-service)
Added 1 hour ago
TT
Lead Mechanical Engineer
Tetra Tech
Calgary, AB
- Full-time
Tetra Tech is adding a Lead Mechanical Engineer to our Mechanical Engineering team based in Calgary, AB .
Added 1 hour ago
JI
Principal Engineer, Production Engineering
J.D. Irving, Limited
Dartmouth, NS
- Full-time
Are you a visionary engineering leader with a passion for innovation in shipbuilding? We are seeking a Principal Engineer to join our Production Engineering team - a role designed for a…
Added 2 hours ago
A
Java Full Stack Lead
Accenture
Mississauga, ON
- Full-time
A Full Stack Engineer with strong expertise in Java, Spring Boot, Angular, AWS Cloud, and DevOps practices, along with experience delivering and supporting enterprise applications across…
Added 2 hours ago
Surveyor
Lloyds Register
Halifax, NS
We are looking for an experienced surveyor who will assess the design, production, and in-service aspects of engineering assets, using procedures, experience and knowledge appropriate for…
Added 3 hours ago
J
Project Manager (Engineering)
Jobgether
Canada
- $100,000 to $140,000 CAD / year
- Full-time
Engineering coordination: Oversee engineering design activities, establish clear objectives for design teams, and ensure alignment with the client's Basis of Design, relevant regulations,…
Added 4 hours ago
SE
ICRH Engineer
Stellarex Energy
Toronto, ON · Greater Toronto Area, Canada
- Full-time
Stellarex Energy is seeking an experienced, technically rigorous ICRH Engineer to drive the engineering design, hardware procurement, and system integration of the Ion Cyclotron Resonance…
Added 4 hours ago
EI
Product Structural-Mechanical Engineer
Ecolab Inc.
Calgary, AB
- Full-time
As a Product Structural-Mechanical Engineer, you will lead the design and development of next-generation Coolant Distribution Units (CDUs) that support AI, high-performance computing, and…
Added 5 hours ago
AT
GCP Data Engineer
Aarorn Technologies Inc
Toronto, ON
- $53 CAD / hour
- Contract
We are seeking a GCP Data Engineer with hands-on experience with Google Cloud Platform (GCP) services, particularly BigQuery, and be experienced in DBT for data transformation and modeling.…
Added 5 hours ago
NW
Associate Engineer/Scientist/Technical Officer
Nuclear Waste Management Organization
Ignace, ON
- Full-time
Associate Engineer/Scientist/Technical Officer – Site Characterization – Monitoring Wells Shallow Groundwater Monitoring
Added 5 hours ago
AT
Cloud Automation & DevOps Engineer
Aarorn Technologies Inc
Toronto, ON
- $50 CAD / hour
- Contract
We are seeking a Cloud Automation & DevOps Engineer to design, automate, and support enterprise container platforms and CI/CD capabilities. The successful candidate will work with…
Added 5 hours ago
AT
Senior DevSecOps Engineer
Aarorn Technologies Inc
Toronto, ON
- $50 CAD / hour
- Contract
We are seeking a Senior Cloud Security & DevSecOps Engineer to design, secure, automate, and operate enterprise multi-cloud platforms. The role will embed security controls into…
Added 5 hours ago
BB
Process Engineer
Breathaplasta by Adaptavate
Montreal, QC · Urban agglomeration of Montreal, QC
- Full-time
To succeed in our mission, we are looking for a Process Engineer who will shape our most impactful technology to date, our carbon-storing plasterboard. This position will be a core part of…
Added 5 hours ago
A
Ingénieur Mécanique
Actalent
Terrebonne, QC
- $46 to $77 CAD / hour
- Contract
Join a dynamic team to design and develop automated conveyor systems and material handling equipment. Your role will involve creating mechanical concepts, drawings, layouts, and performing…
Added 5 hours ago
TS
Mechanical Engineer Intermediate
TalentSphere Staffing Solutions
Ottawa, ON
- Full-time
Intermediate Mechanical Design Engineer – Building Consulting

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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