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Added 4 mins ago
IC
Compiler Engineer
Intel Corporation
Toronto, ON · CAN - - Toronto
- Full-time
The Compiler Engineering team in Data Center Group at Intel has an opportunity available for a Compiler Engineer.
Added 4 mins ago
IC
Senior Compiler Engineer
Intel Corporation
Toronto, ON · CAN - - Toronto
- Full-time
The Compiler Engineering team in Data Center Group at Intel has an opportunity available for a Senior Compiler Engineer.
Added 4 mins ago
Engineer - Manufacturing
Linamar Corporation
Guelph, ON
Participate in corrective action to meet ongoing cost, quality and delivery, in FMEA development and improvements, and participate in CAT activities.
Added 18 mins ago
ECD - Superintendent - Civil/Structural (Travel Projects)
Kiewit
Halifax, NS · Oakville, ON · Toronto, ON
…maintain positive working relationships with clients, architect/engineer, suppliers, subcontractors, and jobsite…
Added 18 mins ago
ECD - Project Engineer - Travel Projects
Kiewit
Halifax, NS · Oakville, ON · Toronto, ON
As a Project Engineer, you will be responsible for the administrative and technical aspects of constructing a project, managing a team of field and cost engineers. Do you have strong…
Added 19 mins ago
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Senior Software Engineer
Swoon
Toronto, ON
- Full-time
We're seeking an experienced Senior Angular Engineer to play a key role in a major front-end modernization initiative. This is an opportunity to influence architectural decisions, establish…
Added 33 mins ago
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Ingénieur(e) en calibration moteur et contrôle du groupe motopropulseur/Engine Calibration & Powertrain Controls Engineer
Expleo
QC · Estrie, QC
- Contract
EXPLEO GROUP CANADA is looking for a Engine Calibration & Powertrain Controls Engineer to join our team in Estrie, QC.
Added 33 mins ago
RL
Sensor Engineer / Senior Sensor Engineer
RBR Ltd.
Ottawa, ON
- $75,000 to $115,000 CAD / year
- Full-time
As a Sensor Engineer at RBR, you will specify, develop, and bring to life the sensor technology that measures the ocean environment. Working hands-on alongside specialists in firmware,…
Added 33 mins ago
RU
Pump Fitter
Rubix UKII
Grimsby, ON
- Full-time
…experiences, and disciplines - all united by a shared commitment to quality, safety, and continuous improvement. Whether working onsite or in our specialist facilities, we foster a…
Added 33 mins ago
ZS
Chatbot Developer
Zodiac Solutions, Inc
Toronto, ON
- Full-time
Job TitleQuality Engineer (QE) / SDET – AI Chatbot ValidationKey Roles & Responsibilities• Validate chatbot responses for accuracy, relevance, completeness, and consistency.• Create and…
Added 33 mins ago
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Mechanical Design Engineer
SMARTFOX
ON · Ontario, Canada
- $80,000 to $120,000 CAD / year
- Full-time
Collaborate with electrical, controls, software, quality, and manufacturing teams to deliver products people rely on
Added 48 mins ago
Staff Machine Learning Engineer
Twilio
ON
Join the team as Twilio’s next Staff Machine Learning Engineer on Twilio’s AI/ML Platform team.
Added 48 mins ago
AI Engineer, Data, AI and Analytics
WestJet Group
Calgary, AB
Ability to manage competing priorities and deliver high-quality solutions in a dynamic environment.
Added 48 mins ago
Senior Plant Process Engineer
ERCO Worldwide
Saskatoon, SK
ERCO Worldwide is looking for a Senior Plant Process Engineer to join our Saskatoon team! Under supervision of the Plant Manager, the Senior Plant Process Engineer monitors processes within…
Added 48 mins ago
NS
Logic Design Engineer
NXP Semiconductors
Ottawa, ON · Kanata
- Full-time
Ensure front-end to back-end handoff IP quality checks such as Lint/CDC/Synthesis/STA/LEC and other.
Added 48 mins ago
CI
Quality Engineer – Integration & Automation -- KUMDC6055252
Compunnel Inc.
Toronto, ON
- $65 to $70 CAD / hour
- Contract
This candidate will be responsible for the development, implementation, maintenance, and improvement of quality assurance processes. Throughout the implementation and maintenance process,…
Added 48 mins ago
ES
Director of Engineering & Technical Services
Engineering Search Firm Inc.
Hanover, ON
- Full-time
…projects are delivered on time, within budget, and to the required quality standards, while also overseeing the development and implementation of technical strategies and policies. Key…
Added 48 mins ago
S
Environmental Engineer
SMARTFOX
ON · Ontario, Canada
- $60,000 to $100,000 CAD / year
- Full-time
Environmental Engineer I (EIT) - 0-2 years : Field sampling, data analysis, report drafting, and design support, learning under a licensed mentor with a structured plan toward your P.Eng.
Added 48 mins ago
AI
AI Evaluator/ Quality Engineer
Avanciers Inc.
Toronto, ON
- $100,000 to $110,000 CAD / year
- Full-time
Avanciers is a premier IT Staffing/Consulting organization and we are currently recruiting for a contract role for one of our premier client in Canada for AI Evaluator/ Quality Engineer.
Added 1 hour ago
S
Senior Project Manager/ Technical Lead, Conveyance
Stantec
Toronto, ON
- Full-time
Undertake quality assurance and quality control of engineering drawings and reports.
Added 1 hour ago
S
Civil Engineer - EIT
Stantec
Calgary, AB
- Full-time
Our Calgary office has an opportunity for a Civil EIT. You should be able to evaluate, select, specify, and engineer systems or products for a project. You will perform a variety of tasks…
Added 1 hour ago
GT
Program Manager
GeoSpectrum Technologies, Inc
Port Coquitlam, BC
- Full-time
…execution, including budgets, timelines, resources, risk, safety and quality management while leading a cross-functional team to ensure successful project…
Added 1 hour ago
GT
Electrical Engineer
GeoSpectrum Technologies, Inc
Dartmouth, NS
- Full-time
GeoSpectrum is growing and has a new career opportunity for an experienced Electrical Engineer!
Added 1 hour ago
A
Senior SDET
Air-tek
Toronto, ON
- Full-time
Significant hands-on experience as an SDET, quality engineer, or software engineer working on test infrastructure and automation, with demonstrated senior-level ownership.
Added 1 hour ago
M
Business Systems Analyst
Manulife
Toronto, ON · Waterloo, ON
- Full-time
5+ years proven track record as a Business System, or Technical Analyst, or as a Quality or Software Engineer.

Apptoza Inc.

Forward Deployed Engineer (Python/Pyspark Developer)

Toronto, ON, Canada

Contract

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Applications open in a new tab.

Job details

Job type: Contract
Apply by: Nov 25, 2026
Experience: 10+ years of experience in data engineering, AI application development, cloud data platforms, and production software engineering.
Posting language: English
Posted: Oct 26, 2026

Original job description

Forward Deployed Engineer (Python/Pyspark Developer)

Toronto ON, 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.

Thanks & regards,

Lakshmi Bhavani ,

Apptoza Inc.

Phone: 678-392-3978 Ext 4640

Phone: 437-291-3224 Ext 1105

Mail id : Lakshmi.bhavani@apptoza.com

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More about this job

Responsibilities

Embed with client teams to understand workflows and data, rapidly build and validate solutions, and deliver enterprise AI and data applications through production launch. Own pipelines, operationalization, post-launch reliability and optimization, adoption measurement, and structured handover.

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

Skills

Python
PySpark
SQL
REST APIs
FastAPI
Claude
Prompt Engineering
Retrieval-Augmented Generation (RAG)
Vector Databases
Data Engineering
MLOps/LLMOps
CI/CD
Kubernetes
Airflow
Client-Facing Consulting
BFSI

Visa sponsorship

Not detected in the job text

Hiring contact

Lakshmi Bhavani

Hiring contact email

Lakshmi.bhavani@apptoza.com

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
Production Support
Monitoring

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