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Added 20 hours ago
PH
Data Lead, BC Health Workday
Provincial Health Services Authority
BC · British Columbia, Canada
- Full-time
…management, analysis, and data migration workstreams for large scale enterprise software…
Added 20 hours ago
IC
Frontend Developer
IT Connex
Toronto, ON
- Contract
Lead technical design and implementation, ensuring solutions align with enterprise architecture standards.
Added 20 hours ago
A
Automation Controls Associate Manager
Accenture
Calgary, AB · Vancouver, BC · Mississauga, ON · Ottawa, ON · Toronto, ON
- Full-time
…designed, engineered, manufactured, and supported across the enterprise. By combining deep industry experience, data, digital technologies, and AI-driven innovation, we help clients drive…
Added 21 hours ago
Systems Administrator 3
British Columbia Lottery Corporation
BC · Hybrid - Kamloops or Vancouver, BC
This role will primarily support BCLC's Enterprise Observability capability and the administration, integration, support and continuous improvement of enterprise monitoring and…
Added 21 hours ago
N
Growth Operations Manager
nesto
Montreal, QC
- Full-time
Deliver transformational cross-company projects, such as deploying new enterprise software, integrating new acquisitions or onboarding major partners
Added 21 hours ago
TU
Programmer Analyst II
The University of British Columbia
Vancouver, BC
- $8,810.92 to $13,202.5 CAD / month
- Full-time
The incumbent plays an important role in all aspects of the planning, implementation and operation of an enterprise-scale data integration solution for the University of British Columbia…
Added 21 hours ago
SR
Backend Engineer - Kotlin
Swim Recruiting
Vancouver, BC
- $75 to $95 CAD / hour
- Contract
Global enterprise organization investing heavily in integration and automation
Added 21 hours ago
BF
(Junior) Data Engineer (12-Month Contract)
BC Financial Services Authority
Vancouver, BC
- $56,294 to $107,310 CAD / year
- Contract
…integrations, curated datasets, and data products that support enterprise reporting, analytics, regulatory operations, and…
Added 22 hours ago
ET
Java Technical Lead – Backend Development, AWS & DevOps
Expedite Talent Solutions
Montreal, QC
- Full-time
L*** backend Java development and integration initiatives supporting enterprise document management workflows.
Added 22 hours ago
UO
Senior Systems Development Analyst, VP Development and Alumni
University of Calgary
Calgary, AB
- Full-time
…in designing, building, and implementing customizations in enterprise…
Added 22 hours ago
ES
Senior Java Low Latency Developer
Epsilon Solutions Ltd.
Mississauga, ON
- Full-time
Design, develop, test, and maintain enterprise-grade Java applications.
Added 22 hours ago
AS
Sr. Business Analyst - ERP Transformation
Alquemy Search & Consulting
AB · Greater Edmonton Metropolitan Area
- Full-time
Seeking an experienced Senior Business Analyst to support a large-scale Enterprise Resource Planning (ERP) / Enterprise Asset Management (EAM) transformation program within a major capital…
Added 22 hours ago
B
Functional Analyst
Brunel
Calgary, AB
- $80 to $90 CAD / hour
- Contract
Functional Analyst – Enterprise Asset Management (EAM)
Added 22 hours ago
Business Analyst - Business Systems & Project Delivery
Surepoint Group
Edmonton, AB
Support the implementation and delivery of enterprise business systems and digital transformation initiatives, independently managing assigned projects and workstreams while contributing to…
Added 22 hours ago
AI
Technical Lead - Java
Avanciers Inc.
Toronto, ON
- $60 to $65 CAD / hour
- Contract
Define end-to-end architecture for enterprise applications and integration platforms.
Added 22 hours ago
AI
Java Developer
Apptoza Inc.
Toronto, ON
- Contract
Implement RESTful APIs adhering to enterprise design standards
Added 22 hours ago
TM
Asst Contr & Sr Mgr Acct&Repo
Toronto Metropolitan University
Toronto, ON
- Full-time
Acts as functional lead on projects to develop or redesign processes and procedures to increase efficiencies and to ensure effective internal controls for enterprise risk management.
Added 22 hours ago
AI
Python Developer
Apptoza Inc.
Toronto, ON
- Full-time
Knowledge of enterprise cloud services across compute, storage, integration, orchestration, networking, monitoring, security, and cost optimization.
Added 22 hours ago
RI
Senior Full-Stack Java Developer (Kafka/ Angular)
Rose International
Mississauga, ON
- Full-time
…MongoDB, and OpenShift, along with a solid understanding of enterprise application development, APIs, cloud-native technologies, microservices, distributed systems, and modern software…
Added 22 hours ago
ES
GEN AI Developer
Epsilon Solutions Ltd.
Mississauga, ON
- Contract
Build and deploy AI agents using LangChain, LangGraph, integrated with enterprise APIs.
Added 22 hours ago
RI
Senior Software Development Engineer in Test (SDET)
Rose International
Mississauga, ON
- Full-time
AWS / GCP Cloud Architecture or Developer Certifications.
Added 22 hours ago
ES
Java Developer
Epsilon Solutions Ltd.
Mississauga, ON
- Full-time
Implement RESTful APIs adhering to enterprise design standards
Added 22 hours ago
DC
Sr. Software Release Project Manager (Scaled Agile /Device Development, Systems Integration)
Danaher Corporation
Concord, ON · Guelph, ON · Toronto, ON · CAN - Concord - AB Sciex LP
- Full-time
This position reports to the Senior Manager, Software Integration Project Management and is part of the R&D Project Manage Office located in Concord, Ontario and will be an on-site role.
Added 22 hours ago
S
Lead Business Consultant, Enterprise Data Management & Data Integration
SimCorp
Toronto, ON
- Full-time
Strong knowledge of enterprise data management concepts, including data sourcing, data integration, data governance, data lineage, data quality controls, and golden-source data management.
Added 22 hours ago
T
Senior Business Analyst - Enterprise Data Management Office (EDMO)
TD
Toronto, ON
- Full-time
This role provides senior-level business analysis and delivery leadership within the Enterprise Data Management Office (EDMO), supporting enterprise metadata, data governance, data quality,…

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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