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Loss Prevention Specialist, WWOS SLP
Amazon
Brampton, ON
- Full-time
Added 5 mins ago
CC
Carpenter
Cameco Corporation
SK · Saskatchewan, Canada
- Full-time
…disclose accommodation requirements, if contacted in relation to a job opportunity. Information received will be addressed confidentially and Cameco’s Workplace Inclusion and Accommodation…
Added 5 mins ago
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Cleaner
BGIS
Barrhead, AB
- Part-time
Job Summary: As a member of the BGIS Sustainable Cleaning Solutions Team, you will be generally responsible for cleaning in a designated zone with an emphasis on quality control, health and…
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NA Sales Representative, Commercial EXA & Hardware Sales Specialist
Oracle
Canada
- Full-time
Drives company's strategy into assigned accounts. Follows all companies' methodologies and processes related to sales opportunity pursuit.
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WC
(CAN) Dairy Frozen Associate
Walmart Canada
Timmins, ON
- Full-time
Position Summary...Working as a Dairy/Frozen Associate at Walmart Canada is a great opportunity to build valuable skills in a fast paced retail environment. In this role, you deliver…
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WC
(CAN) OMNI Customer Fulfillment Associate
Walmart Canada
St. Catharines, ON
- Contract
Position Summary...Working as an OMNI Customer Fulfillment Associate at Walmart Canada is a great opportunity to build valuable skills in a fast‑paced retail environment. In this role, you…
Added 5 mins ago
BM
Starbucks Barista -WINTER- PART TIME
Blue Mountain Resort
The Blue Mountains, ON
- Part-time
This job contributes to Starbucks success by ensuring our service and store standards are met. We do this by providing customers with prompt service, quality beverages and products.…
Added 5 mins ago
WC
Personal Shopper / OMNI Customer Fulfillment Associate
Walmart Canada
Port Alberni, BC
- Full-time
Position Summary...Working as an OMNI Customer Fulfillment Associate at Walmart Canada is a great opportunity to build valuable skills in a fast‑paced retail environment. In this role, you…
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WC
(CAN) OMNI Customer Fulfillment Associate
Walmart Canada
Welland, ON
- Contract
Position Summary...Working as an OMNI Customer Fulfillment Associate at Walmart Canada is a great opportunity to build valuable skills in a fast‑paced retail environment. In this role, you…
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WC
OMNI Customer Fulfillment Associate
Walmart Canada
Cranbrook, BC
- Full-time
Position Summary...Working as an OMNI Customer Fulfillment Associate at Walmart Canada is a great opportunity to build valuable skills in a fast‑paced retail environment. In this role, you…
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WC
(CAN) Meat Associate
Walmart Canada
Mount Pearl, NL
- Contract
Position Summary...Working as a Meat Associate at Walmart Canada is a great opportunity to grow your skills in a fast‑paced retail environment. In this role, you deliver outstanding…
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CC
Driver Merchandiser
Coca-Cola Canada Bottling Limited
North Sydney, NS
- Full-time
Coke Canada has a culture of learning, and we offer several channels to support your development, including on-the-job training and a library of free courses for just-in-time learning.
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WC
(CAN) Dairy Frozen Associate
Walmart Canada
Markham, ON
- Full-time
Position Summary...Working as a Dairy/Frozen Associate at Walmart Canada is a great opportunity to build valuable skills in a fast paced retail environment. In this role, you deliver…
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WC
(CAN) Stock Unloader Associate (2:30PM - 11:30PM)
Walmart Canada
Keswick, ON
- Full-time
Position Summary...Working as a Stock Unloader Associate at Walmart Canada is an excellent opportunity to build hands‑on experience in a fast‑paced retail environment. In this role, you…
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WC
(CAN) Préposé au traitement des commandes OMNI
Walmart Canada
Victoriaville, QC
- Full-time
Position Summary...Working as an OMNI Customer Fulfillment Associate at Walmart Canada is a great opportunity to build valuable skills in a fast‑paced retail environment. In this role, you…
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WC
(CAN) Préposé aux caisses libre-service
Walmart Canada
Victoriaville, QC
- Full-time
Position Summary...Working as a Self‑Checkout Attendant at Walmart Canada offers a great opportunity to build valuable skills in customer service and retail operations. The Self‑Checkout…
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WC
(CAN) OMNI Customer Fulfillment Associate
Walmart Canada
Markham, ON
- Full-time
Position Summary...Working as an OMNI Customer Fulfillment Associate at Walmart Canada is a great opportunity to build valuable skills in a fast‑paced retail environment. In this role, you…
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WC
(CAN) Préposé aux caisses libre-service
Walmart Canada
Hull, QC
- Full-time
Position Summary...Working as a Self‑Checkout Attendant at Walmart Canada offers a great opportunity to build valuable skills in customer service and retail operations. The Self‑Checkout…
Added 5 mins ago
WC
(CAN) Associé, marchandise générale
Walmart Canada
Shawinigan, QC
- Full-time
Position Summary...Working as a General Merchandise Associate at Walmart Canada is a great opportunity to build valuable skills in a fast‑paced retail environment. In this role, you deliver…
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WC
(CAN) Dairy Frozen Associate
Walmart Canada
Chilliwack, BC
- Full-time
Position Summary...Working as a Dairy/Frozen Associate at Walmart Canada is a great opportunity to build valuable skills in a fast paced retail environment. In this role, you deliver…
Added 5 mins ago
WC
(CAN) Préposé au traitement des commandes OMNI
Walmart Canada
Shawinigan, QC
- Full-time
Position Summary...Working as an OMNI Customer Fulfillment Associate at Walmart Canada is a great opportunity to build valuable skills in a fast‑paced retail environment. In this role, you…
Added 5 mins ago
WC
(CAN) Associé, épicerie
Walmart Canada
Shawinigan, QC
- Full-time
Position Summary...Working as a Grocery Associate at Walmart Canada is a great opportunity to build valuable skills in a fast paced retail environment. In this role, you deliver excellent…
Added 5 mins ago
WC
(CAN) Dairy Frozen Associate
Walmart Canada
Chilliwack, BC
- Full-time
Position Summary...Working as a Dairy/Frozen Associate at Walmart Canada is a great opportunity to build valuable skills in a fast paced retail environment. In this role, you deliver…
Added 5 mins ago
TO
Temporary Operations Clerk (anticipated for up to 4 months)
Town of Whitby
Whitby, ON
- Full-time
…Creating an inclusive environment where employees experience job satisfaction and have rewarding careers is important to us. We live our values and foster a culture of collaboration,…
Added 5 mins ago
PC
Engineering Intern - Materials, Mechanical, or Engineering Technology - May 2027 (8-Month Term)
Parkland Corporation
Burnaby, BC
- Other
…best and brightest talent and are committed to making your job a challenging and rewarding…

Apptoza Inc.

Forward Deployed Engineer (Python/Pyspark and GenAI / LLM)

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

Role: Forward Deployed Engineer (Python/Pyspark and GenAI / LLM)

Location: Toronto, ON – Hybrid

Job Description:

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 and stabilization. Build and operate data pipelines and GenAI workflows, resolve technical blockers, measure quality and business impact, and complete handover with runbooks and knowledge transfer.

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 operations. Candidates should have experience with Claude and GenAI 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
Kubernetes
Client-Facing Consulting
BFSI

Visa sponsorship

Not detected in the job text

Keywords

Python
PySpark
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
Encryption
Secrets Management
BFSI
Production Support

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