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Added 12 days ago
AI Engineer, Data, AI and Analytics
WestJet Group
Calgary, AB
Since our story took off in 1996, WestJet has strived to enrich the lives of everyone in our world; a career with us is no exception. We’re proud to be one of Canada’s most admired and…
Added 12 days ago
O
Data Operations Analyst (10-Month Contract)
OMERS
Toronto, ON · Head Office Toronto
- Full-time
Familiarity with SQL, Power BI, Python, reporting tools, or workflow tools is an asset.
Added 12 days ago
V
Software Developer / Développement logiciel
Vention
Montreal, QC
- Full-time
Headquartered in Montreal, Detroit and Munich, Vention helps manufacturers automate their operations in record time with the only hardware and software AI-powered platform built for the…
Added 12 days ago
TG
Senior Manager, AI and Data
TMX Group
Toronto, ON
- $165,000 to $175,000 CAD / year
- Full-time
Advanced SQL and strong Python skills, with experience in performance tuning on large datasets.
Added 12 days ago
M
Sr. Analyst, Visualization (RAIB)
McKesson
Mississauga, ON
- Full-time
…help ensure AI systems are monitored, compliant, and aligned with organizational…
Added 12 days ago
S
Environmental Engineer
SMARTFOX
ON · Ontario, Canada
- $60,000 to $100,000 CAD / year
- Full-time
Manage field programs: drilling and test pit oversight, monitoring well installation, sampling, and field QA/QC, with a strong safety focus
Added 12 days ago
IG
Data Engineer
Insight Global
Toronto, ON
- $70 to $80 CAD / hour
- Contract
…environments to AWS. This person should be technically strong in Python and SQL, have hands-on AWS migration experience, and be comfortable partnering directly with business stakeholders.…
Added 12 days ago
A
Senior SDET
Air-tek
Toronto, ON
- Full-time
Develop maintainable automation and supporting tools using Python and Pytest; experience with C# is also valuable.
Added 12 days ago
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Lead Java Risk Developer
Citi
Mississauga, ON · Toronto, ON
- Full-time
The Lead Java Risk Developer is a senior level position responsible for establishing and implementing new or revised application systems and programs in coordination with the Technology…
Added 12 days ago
C
AI Scientist Co-op
CIBC
Toronto, ON
- Full-time
…the latest big data technology platforms. We also collaborate with leading academic institutions in the fields of AI and machine learning to promote the exchange of the latest technological…
Added 12 days ago
M
Associate Applied AI Engineer – GenAI Systems
Manulife
Toronto, ON
- Full-time
Strong Python and SQL, with solid software engineering fundamentals such as Git-based workflows, code reviews, unit and integration testing, logging, readable code structure, debugging, and…
Added 12 days ago
SI
Full Stack Python Developer
STACK IT Recruitment
Remote, Canada
- $100,000 to $120,000 CAD / year
- Full-time
- Remote
We’re hiring an Intermediate Full Stack Python Developer to join an established financial software company building portfolio management software for banks and institutional clients. The…
Added 12 days ago
SI
Full Stack Python Developer
STACK IT Recruitment
Remote, Canada
- $100,000 to $120,000 CAD / year
- Full-time
- Remote
We’re hiring an Intermediate Full Stack Python Developer to join an established financial software company building portfolio management software for banks and institutional clients. The…
Added 12 days ago
SI
Full Stack Python Developer
STACK IT Recruitment
Remote, Canada
- $100,000 to $120,000 CAD / year
- Full-time
- Remote
We’re hiring an Intermediate Full Stack Python Developer to join an established financial software company building portfolio management software for banks and institutional clients. The…
Added 12 days ago
AI
Azure Cloud Python API Developer
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 Azure Cloud Python API Developer.
Added 12 days ago
AI
Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Contract
…application development, and client-facing consulting. You will embed with business users, client SMEs, product owners, and engineering teams to understand complex workflows, rapidly…
Added 12 days ago
IG
SAS/Python Developer
Insight Global
Toronto, ON
- $49 to $56 CAD / hour
- Contract
2-5 years of experience with hands on development with SAS and Python
Added 12 days ago
DM
Senior Zoho Developer
DULCEDO Management
Toronto, ON
- Full-time
…the talents we represent and the brands who want to partner with…
Added 12 days ago
MA
Set Surfacing Artist
Mikros Animation
Montreal, QC
- Full-time
…notable channels including Cartoon Network, Nickelodeon, and TF1, with their content airing and streaming in over 180 countries. Their portfolio includes blockbuster hits like PAW Patrol:…
Added 12 days ago
S
Senior Software Engineer, Backend - Fraud Prevention
Sardine
Remote, Canada
- $180,000 to $206,000 CAD / year
- Full-time
- Remote
We hire talented, self-motivated individuals with extreme ownership and high growth orientation.
Added 12 days ago
Senior Analyst - Individual Insurance Actuarial Inforce and Policy Tax
Equitable
Waterloo, ON
Experience with coding languages such as Python, C, or C++
Added 12 days ago
BB
Engineer, Cloud Operations
Bed Bath & Beyond
Brampton, ON
- Full-time
Some experience with scripting and automation (e.g., writing simple scripts in Python, PowerShell, Bash) to assist with repetitive tasks or deployments.
Added 12 days ago
MA
Machine Learning Research Intern
M31 AI
Toronto, ON
- Full-time
MUST HAVE: In-depth understanding and experience with Transformers, Time-to-event analysis, clinical electronic health records (EHR) and/or imaging data. Available to work full-time and…
Added 12 days ago
EI
Senior BIM Modeler – Civil 3D (Utilities, Roads & Surfaces)
Egis in Canada
Toronto, ON
- $85,000 to $115,000 CAD / year
- Full-time
…transportation, buildings and energy projects while building a career with global opportunities and local…
Added 12 days ago
SI
Full Stack Python Developer
STACK IT Recruitment
Toronto, ON
- $100,000 to $120,000 CAD / year
- Full-time
We're hiring an Intermediate Full Stack Python Developer to join an established financial software company building portfolio management software for banks and institutional clients. The…

Apptoza Inc.

Forward Deployed Engineer (Python/Pyspark Developer)

Toronto, ON, Canada

Contract

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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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