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Added 9 days ago
S
Environmental Engineer
SMARTFOX
ON · Ontario, Canada
- $60,000 to $100,000 CAD / year
- Full-time
Use data tools (Python, Excel, Power BI, GIS) and responsibly applied AI-assisted analysis to interpret monitoring data and speed up reporting
Added 9 days ago
IG
Data Engineer
Insight Global
Toronto, ON
- $70 to $80 CAD / hour
- Contract
We are seeking a Data Engineer to support a large enterprise transformation focused on building data pipelines, integrating data, and migrating data workloads from on-premises environments…
Added 9 days ago
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EMS Engineer/Software Developer
JSG (Johnson Service Group, Inc.)
Calgary, AB
- Full-time
Johnson Service Group (JSG) is currently looking for an EMS Engineer/Software Developer with experience in Energy Management Systems, software development, custom code management, system…
Added 9 days ago
A
Senior SDET
Air-tek
Toronto, ON
- Full-time
This is a hands-on engineering role focused on test environments, CI/CD pipelines, containerized infrastructure, and test data management. You’ll work closely with our development,…
Added 9 days ago
C
Senior Analyst, Digital Platforms & Insights
CIBC
Toronto, ON
- Full-time
You have experience with modern data platforms. You’re proficient in JavaScript, SQL, Python, or R is an asset. You are comfortable learning from technical documentation, data mappings, and…
Added 9 days ago
C
AI Scientist Co-op
CIBC
Toronto, ON
- Full-time
· You are currently enrolled in a Bachelor’s or Master’s program in Computer Science, Software Engineering, Computer Engineering, Data Science, AI/ML, or a related field, and are available…
Added 9 days ago
CE
Market Fundamentals Analyst
Cenovus Energy
Calgary, AB
- Full-time
Proficiency with data analysis and visualization tools such as Excel, Databricks, Power BI, Spotfire, RStudio, Python, or similar platforms.
Added 9 days ago
M
Associate Applied AI Engineer – GenAI Systems
Manulife
Toronto, ON
- Full-time
Collaborate with Data Engineering, ML Engineering, and Software teams to productionize solutions through reliable data pipelines, model packaging, CI/CD, deployment, and monitoring.
Added 9 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 9 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 9 days ago
M
RQ11255 - Systems Testing/QA Specialist - Senior
Maarut
Toronto, ON
- Contract
Software Engineering (CASE) tools and data query tools to aid in the
Added 9 days ago
M
RQ11485 - Data Architect/Modeller - Senior
Maarut
Toronto, ON
- Contract
with use of Python in aiding data processing activities.
Added 9 days ago
AI
Forward Deployed Engineer (Python/Pyspark Developer)
Apptoza Inc.
Toronto, ON
- Contract
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…
Added 9 days ago
IG
SAS/Python Developer
Insight Global
Toronto, ON
- $49 to $56 CAD / hour
- Contract
Insight Global is hiring for a SAS/Python Developer on a 12-month contract. This individual will join a team focused on modernizing existing SAS-based processes and supporting the…
Added 9 days ago
S
Senior Software Engineer, Backend - Fraud Prevention
Sardine
Remote, Canada
- $180,000 to $206,000 CAD / year
- Full-time
- Remote
…constructing, and maintaining APIs, services, and systems across our engineering team. This multifaceted position involves developing new features on a large scale, refining internal…
Added 9 days ago
Senior Analyst - Individual Insurance Actuarial Inforce and Policy Tax
Equitable
Waterloo, ON
University degree, preferably in Engineering, Mathematics, Business, Finance or Actuarial Science
Added 9 days ago
RT
Machine Learning Specialist
Redlen Technologies Inc.
Victoria, BC
- $100,000 to $125,000 CAD / year
- Full-time
The Applied Machine Learning Developer develops machine learning, computer vision, and advanced analytical solutions for complex scientific, product-performance, reliability, sensor, and…
Added 9 days ago
SI
Full Stack Developer
Spait Infotech
Canada
- Full-time
Backend: Node.js, Express.js, Java, Python, or another backend technology.
Added 9 days ago
MA
Machine Learning Research Intern
M31 AI
Toronto, ON
- Full-time
…analysis, clinical electronic health records (EHR) and/or imaging data. Available to work full-time and on-site 3 days a week.At M31 Biomedical AI, we are redefining how artificial…
Added 9 days ago
GC
HIL Commissioning Engineer
Global Connect Technologies
Windsor, ON
- Full-time
We are seeking an experienced HIL Commissioning Engineer to support automotive engineering projects for Stellantis through Cognizant. The ideal candidate will have hands-on experience with…
Added 9 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
…and surface infrastructure projects within multidisciplinary engineering…
Added 9 days ago
E
Application Monitoring Specialist
Experis
Mississauga, ON
- $55 to $65 CAD / hour
- Contract
Strong understanding of Dynatrace architecture and monitoring data flows.
Added 9 days ago
RT
Senior Scientist
Redlen Technologies Inc.
Victoria, BC
- $120,000 to $140,000 CAD / year
- Full-time
…characterization and reliability-specific testing, along with in-gantry data analysis, driving initiatives that align with Redlen’s reliability advancement objectives. Their work spans…
Added 9 days ago
CF
Senior Security Specialist
CI Financial
Toronto, ON
- Full-time
Monitor security platforms for appropriate operation, data quality, coverage, performance and control effectiveness.
Added 9 days ago
C
Gen AI Developer
Capgemini
Mississauga, ON
- Full-time
…solutions leveraging strengths from strategy and design to engineering, all fueled by its market leading capabilities in AI, generative AI, cloud and data, combined with its deep industry…

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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