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Added 3 days ago
VS
Machine Learning Engineer
vTech Solution Canada
Toronto, ON
- Contract
Job Title: Machine Learning Engineer - Senior
Added 3 days ago
G
Principal, Trade Support
GlassRatner
Toronto, ON
- Full-time
…Group”) in the search for a Principal, Trade Support. This is a senior leadership role responsible for overseeing the global Trade Support function and owning the trade lifecycle end to…
Added 3 days ago
T
Data Engineer – Databricks & MDM
Teqfocus
Toronto, ON
- Contract
…and the tolerance for failure is low. Our delivery model is senior-heavy by design. The same team that scopes an engagement ships it to production. There are no junior shadow teams, no…
Added 3 days ago
Java Developer (Onsite Hybrid)
NTT DATA Services
Montreal, QC
We are currently seeking a Java Developer (Onsite Hybrid) to join our team in Montreal, Quebec (CA-QC), Canada (CA).
Added 3 days ago
MA
Oliver Wyman - Sr. Analyst, Associate Team Lead; Team Lead; Director-Data and Analytics (DNA) - Toronto
Marsh Agency
Toronto, ON
- Full-time
Using Partners and the internal network effectively to provide technical and senior-level steer to projects
Added 4 days ago
MC
Release Engineer
Meridian Credit Union
St. Catharines, ON · Toronto, ON · Etobicoke, ON
- Full-time
The Release Engineer is the senior practitioner and standards-setter for Meridian’s Release Engineering function. The role owns build and code management in practice - branching strategy,…
Added 4 days ago
M
Senior Java Developer (with LLM expertise)
Miratech
Waterloo, ON
- Full-time
We are looking for a Senior Java Developer with LLM expertise to lead the technical design, development and integration of core banking application systems for a major financial services…
Added 4 days ago
MA
SVP, Actuary
Marsh Agency
Toronto, ON
- Full-time
Advise senior management on issues, progress, etc., regularly in order to ensure the reinsurance transaction process
Added 4 days ago
RB
Analyst, Risk
Rogers Bank
Toronto, ON
- Full-time
Knowledge of Experian Strategy Design Studio, Modeling software (Alteryx, Knowledge Seeker), data mining coding (SQL, Python,
Added 4 days ago
OT
Lead UX Developer (React)
Open Text Corporation
Waterloo, ON
- Other
…collaboration are key components of our corporate culture. As a Lead UX Developer on the Viewing and Transformation Development team, you will independently design, build, and constantly…
Added 4 days ago
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Senior Identity Security Engineer
CPKC
Calgary, AB
- Full-time
As a Senior Specialist, Enterprise Security, you will be at the forefront of the organization's identity security strategy, helping protect critical systems through advanced CyberArk…
Added 4 days ago
MC
Cloud Platform Engineer – Kubernetes (36051)
Myticas Consulting
Toronto, ON
- Contract
…engineering expertise, combined with strong skills in Terraform, Python, GitHub, and cloud…
Added 4 days ago
CC
Student, Engineer Operational Technology
Cameco Corporation
Saskatoon, SK
- Full-time
Support OT&R senior engineers with technical assignments involving OT systems and data platforms such as AVEVA PI, process control and automation, OT governance and standards, and the…
Added 4 days ago
Analyst, Risk
Rogers Communications
Toronto, ON
Knowledge of Experian Strategy Design Studio, Modeling software (Alteryx, Knowledge Seeker), data mining coding (SQL, Python,
Added 4 days ago
AI
Senior Forward Deployed AI Engineer (Python, Data & GenAI)
Astra-North Infoteck Inc. ~ Conquering today’s challenges, achieving tomorrow’s vision!
Toronto, ON
- Full-time
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 4 days ago
KD
Premier directeur/Première directrice, Intelligence d’affaires et rapports | Senior Manager, Business Intelligence & Reporting
Keurig Dr Pepper
Mississauga, ON · Montreal, QC
- Full-time
Expérience avec Power BI, Tableau ou des outils similaires; la connaissance de SQL ou de Python est un atout
Added 4 days ago
C
Senior Analyst, Macro Research
CIBC
Toronto, ON
- Full-time
The Senior Analyst plays an important role in shaping CIBC Global Asset Management’s applied macro research and portfolio perspectives. As a core member of the Global Research team, you’ll…
Added 4 days ago
TT
Senior Oracle DBA
Tech Talent International
Toronto, ON
- $73 to $75 CAD / hour
- Contract
…mid-sized organizations in Canada/US. We are currently hiring a Senior Oracle DBA for our global consulting…
Added 4 days ago
Investment Analyst
Department of Finance
Winnipeg, MB
…and maintain effective working relationships with colleagues, senior leaders, government partners, external stakeholders, and financial…
Added 4 days ago
AI
Senior Database Administrator (Oracle Application DBA / Cloud)
Astra-North Infoteck Inc. ~ Conquering today’s challenges, achieving tomorrow’s vision!
Toronto, ON
- Full-time
We are seeking an experienced Senior Oracle Application DBA to optimize, scale, and maintain mission-critical database applications. This role partners closely with development and…
Added 4 days ago
IG
Senior Python Developer – Database Engineering
IMCS Group
Quebec, QC
- Contract
Job Title: Senior Python Developer – Database Engineering
Added 4 days ago
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Senior Databricks Data Platform Engineer
Brillio
Canada
- Contract
As a Senior Databricks Data Platform Engineer, you will own the engineering, automation, and day-to-day health of our enterprise Databricks Lakehouse platform. This is a platform-first…
Added 4 days ago
PC
Forensic & Dispute Services Senior Associate (Bilingual FR/EN)
PwC Canada
Montreal, QC
- Full-time
As a Forensic & Dispute Senior Associate (Bilingual FR/EN), you’ll work as part of a team of problem solvers, helping to solve business issues, deliver high quality client service and…
Added 4 days ago
PC
Forensic & Dispute Services  Senior Associate (Bilingual FR/EN)
PwC Canada
Montreal, QC
- Full-time
As a Forensic & Dispute Senior Associate (Bilingual FR/EN), you’ll work as part of a team of problem solvers, helping to solve business issues, deliver high quality client service and…
Added 4 days ago
FS
Senior Risk Analyst
Financial Services Regulatory Authority of Ontario (FSRA)
Toronto, ON
- Full-time
High level skills in using data analytics and visualization technologies and tools (e.g. Python, MS Excel, MS SQL, MS Access, PowerBI) to manipulate large data sets to analyze, test,…

Astra-North Infoteck Inc. ~ Conquering today’s challenges, achieving tomorrow’s vision!

Senior Forward Deployed AI Engineer (Python, Data & GenAI)

Toronto, ON, Canada

Full-time

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Job details

Job type: Full-time
Apply by: Dec 4, 2026
Experience: 10+ years of experience in data engineering, AI application development, cloud data platforms, and production software engineering.
Posting language: English
Posted: Oct 13, 2026

Original job description

Senior Forward Deployed AI Engineer (Python, Data & GenAI)

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 work closely with business users, subject matter experts, 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

Work with subject matter experts, 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 data using Python, pandas, PySpark, and SQL to assess coverage, quality, volumes, distributions, edge cases, and feasibility.
Build working solutions using real 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 subject matter experts, measure model and LLM quality, perform structured error analysis, and prioritize improvements.
Resolve data-access, API, identity, network, security, infrastructure, and deployment blockers with technical 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.
Financial services 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

Partner with business users, subject matter experts, and engineering teams to understand workflows, assess real-world data, and deliver enterprise AI and data applications from prototype through production launch. Operate and improve deployed solutions by managing pipelines, model quality, monitoring, incidents, performance, adoption, and handover.

Requirements

Requires 10+ years of experience in data engineering, AI application development, cloud data platforms, and production software engineering, with hands-on expertise in Python, PySpark, SQL, APIs, cloud technologies, and MLOps/LLMOps. A relevant bachelor's degree, financial services experience, and strong client-facing skills are required; relevant cloud, Kubernetes, AI, data, architecture, MLOps, or security certifications are preferred.

Skills

Python
PySpark
SQL
REST APIs
FastAPI
Claude
Prompt Engineering
Retrieval-Augmented Generation
Vector Databases
Semantic Search
Agentic AI
Data Engineering
MLOps/LLMOps
Kubernetes
Client-Facing Consulting
Financial Services

Visa sponsorship

Not detected in the job text

Keywords

Python
PySpark
SQL
REST APIs
FastAPI
Claude
Prompt Engineering
Retrieval-Augmented Generation
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
Financial Services
Model Monitoring
Data Lineage
Incident Management

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