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Added 11 mins ago
BI
Mechanical Designer
Barski Industries (1985) Ltd.
West Kelowna, BC
- Full-time
…components for wastewater lift stations. You will collaborate with engineering teams to produce high-quality drawings, models, and specifications. Your expertise in AutoCAD will play a key…
Added 11 mins ago
BI
Estimator
Barski Industries (1985) Ltd.
West Kelowna, BC
- Full-time
…solutions. Since 1985, we have built a reputation for excellence in manufacturing and supporting critical municipal and industrial infrastructure across…
Added 11 mins ago
GN
Project Manager, BC
Guldmann North America
Vancouver, BC
- Full-time
…from commercial handoff and site assessment through planning, engineering coordination, installation, financial control, customer acceptance, and…
Added 11 mins ago
JA
Senior Technician- Rolls-Royce M250 Engine
JMC Aviation
Vancouver, BC
- Full-time
Use OEM manuals, service bulletins, and engineering drawings to guide maintenance procedures.
Added 11 mins ago
QC
Lead Hardware Engineer (Ottawa)
Quarry Consulting
Ottawa, ON · Greater Ottawa Metropolitan Area
- Full-time
In-depth understanding of the full hardware product development cycle: requirements, architecture, schematic capture, PCB layout, signal integrity, verification, and manufacturing
Added 11 mins ago
IS
Maintenance Technician
InVision Staffing Services Inc.
Brampton, ON
- Full-time
InVision is a Professional Recruitment Firm specializing in Engineering, Industrial/Skilled Trades, Information Technology and Professional Services within Canada and the U.S. We have a…
Added 11 mins ago
GN
Curtain Wall Design Drafter
Gutmann North America
Oakville, ON
- Full-time
Support project teams throughout the full project lifecycle, including design-assist, value engineering, testing, fabrication, and installation.
Added 11 mins ago
T&
President
Torrey & Gray
Ottawa, ON · Greater Ottawa Metropolitan Area
- Full-time
15+ years of leadership experience in engineering or manufacturing, with a proven track record of business growth.
Added 11 mins ago
BG
Senior Procurement Analyst - Property Management
Brandt Group of Companies
Zehner
- Full-time
Bachelor’s degree in business, Finance, Engineering, or Supply Chain Management.
Added 11 mins ago
BG
Heavy Equipment Technician - Shop - Afternoon Shift
Brandt Group of Companies
Ottawa, ON · Carlsbad Springs, ON
- Full-time
Added 11 mins ago
PP
Cosmetic and Personal Care Large Scale Product Batcher
Prime Potions Inc
Burnaby, BC
- Full-time
…the personal care industry as well as a person that enjoys a manufacturing setting that requires them to be on their feet. The ideal candidate fits the profile with a related background in…
Added 11 mins ago
BG
Procurement Analyst
Brandt Group of Companies
Zehner
- Full-time
Post-secondary education in Business Administration, Engineering, Economics or Supply Chain
Added 11 mins ago
D
Field Service Engineer (Calgary)
DiaSorin
Mississauga, ON
- $85,000 to $100,000 CAD / year
Laboratory Technician, AA Electronics, Engineering Technician or equivalent required
Added 11 mins ago
Reliability Coordinator
Domtar Products
Port Mellon, BC
Bachelor of Engineering or Certified Red Seal Trade with 2 or more years’ experience
Added 11 mins ago
LI
Field Service Specialist
LGG Industrial
Oshawa, ON
- Full-time
Added 11 mins ago
A
Estimator, Camp Services
ATCO
Calgary, AB
- Full-time
Post-secondary education in Business, Finance, Accounting, Construction Management, Engineering Technology, Quantity Surveying, Commerce, Hospitality Management, Supply Chain, or a related…
Added 11 mins ago
R
Operations Strategy, Sr Manager/Gestionnaire principal, stratégie des opérations
RTX
Longueuil, QC
- Full-time
Added 26 mins ago
CL
Senior Shop Technician - Electromechanic
Comairco, LLC
Laval, QC
- Full-time
Added 26 mins ago
JA
Senior Technician- Rolls-Royce M250 Engine
JMC Aviation
Dorval, QC
- Full-time
Use OEM manuals, service bulletins, and engineering drawings to guide maintenance procedures.
Added 26 mins ago
BG
Purchasing Manager - Power Systems
Brandt Group of Companies
Zehner
- Full-time
The Purchasing Manager will collaborate with internal stakeholders, engineering teams, and procurement functions to implement effective sourcing strategies, manage supplier performance,…
Added 26 mins ago
AC
Test Engineer
Amaris Consulting | Part of Mantu
ON · Ontario, Canada
- Full-time
Support turnkey Protection & Control projects, collaborating with engineering teams and customers to troubleshoot technical issues and ensure successful project delivery.
Added 26 mins ago
TW
Nitrogen Equipment Operator –Trainee (Class 1 Driver required)
TAPP Workforce Solutions Inc.
Crossfield, AB
- $50,000 to $60,000 CAD / year
- Full-time
…solutions firm supporting organizations across skilled trades, engineering, manufacturing, and professional services. We act as an extension of our clients' teams, delivering thoughtful,…
Added 26 mins ago
KS
Engineering Manager - Industrial Automation & Power Systems
Kinetic Search Group
Vancouver, BC · Greater Vancouver Metropolitan Area
- $170,000 to $190,000 CAD / year
- Full-time
…demanding industrial sectors, the organization combines specialized engineering expertise, in-house manufacturing, systems integration, and comprehensive technical services to deliver…
Added 26 mins ago
S
Firmware Engineer
Solidigm
Vancouver, BC
- $116,480 to $174,800 CAD / year
- Full-time
Come join our Data Center Engineering Team and work on one of the most advanced 3D-NAND and SSD technology portfolios in the world. As the global leader in the semiconductor industry,…
Added 26 mins ago
Maintenance Supervisor
Canfor
Grande Prairie, AB

SymphonyAI

Data Scientist

Toronto, ON, Canada

Full-time

Apply About employer

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Job details

Job type: Full-time
Apply by: Oct 27, 2027
Experience: 3 to 7 years of data science or machine learning experience, including 2 or more years in financial services.
Posting language: English
Posted: Oct 27, 2026

Original job description

Introduction

About SymphonyAI Financial Services

SymphonyAI Financial Services is on a mission to make the financial system safer. We combine more than 25 years of financial crime expertise with advanced AI to help financial institutions detect risk, fight financial crime, and navigate an increasingly complex regulatory environment.

We are reimagining financial crime compliance around connected risk intelligence, agent led workflows, and embedded governance, helping institutions strengthen controls, reduce manual effort, and adapt as risks evolve.

About The Role

Better models lead to better decisions, stronger controls, and safer financial systems. That’s where you come in.

As a Data Scientist, you’ll own model development for defined financial crime use cases, from understanding client requirements and preparing data to building, evaluating, and deploying models into client workflows. You’ll work on challenges such as imbalanced alerts, model drift, and explainability while partnering with client compliance, risk, and technology teams.

You’ll also apply NLP, classification, and LLM-based approaches where they improve outcomes, and communicate results through workshops, pilots, and client presentations. This is a hands on role where you’ll own assigned use cases end to end, exercise sound judgment on model performance and risk, and help junior data scientists grow.

Job Description

Responsibilities

Own model development. Build, evaluate, and deploy models for assigned financial crime use cases, taking work from requirements through testing and client delivery.

Turn data into usable models. Analyze large datasets, prepare features, and apply sound statistical and machine learning methods to solve defined business problems.

Solve difficult modeling problems. Address imbalanced alerts, model drift, explainability, and performance issues through rigorous evaluation and judgment.

Apply AI where it adds value. Build NLP and classification solutions, including LLM based text analysis, while validating outputs for accuracy, explainability, and business relevance.

Make models understandable. Use explainability methods such as SHAP and LIME and clearly present model behavior, results, and limitations.

Partner with clients and teams. Work with client compliance, risk, and technology teams, as well as Data Engineering and delivery teams, on requirements, workshops, pilots, and production integration.

Deliver into client workflows. Support model deployment, monitoring, and integration so pilots can move into client production successfully.

Help others grow. Mentor junior data scientists and share practical modeling, evaluation, and delivery practices.

You may be a good fit if you have

3 to 7 years of data science or machine learning experience, including 2 or more years in financial services.

Strong model building and evaluation skills for financial services use cases, with a solid grounding in statistics and machine learning.

Strong Python skills with practical experience using Pandas, NumPy, scikit-learn, or similar tools in production quality work.

SQL and database experience with Oracle, DB2, SQL Server, Postgres, or similar platforms.

Explainability experience using methods such as SHAP and LIME to interpret and communicate model outputs.

Financial crime domain knowledge across AML, fraud, compliance workflows, or related areas.

Client-facing communication skills. You can lead workshops, present model results, and explain technical findings to compliance, risk, and technology stakeholders.

Delivery experience. You have delivered at least one model into a client workflow and can own a use case from requirements through pilot delivery.

An ownership mindset. You know when to resolve modeling challenges independently and when to escalate scope, architecture, or model risk decisions.

Strong candidates may also have

Experience with NLP, classification models, or LLM based text analysis.

Experience with vector databases and retrieval components.

Knowledge of AML, KYC, FATCA, or CRS.

Experience with Spark, orchestration tools, Kubernetes, Kubeflow, Dask, or RAPIDS.

Experience supporting model deployment, monitoring, and integration with data pipelines.

A master’s degree in a quantitative field such as computer science, mathematics, statistics, engineering, or physics.

Experience mentoring junior data scientists.

Curiosity about how AI can improve financial crime detection while maintaining explainability and responsible human oversight.

Diversity & Inclusion Statement:

We are committed to building a diverse and inclusive team and encourage candidates from all backgrounds to apply

About Us

SymphonyAI is building the leading enterprise AI SaaS company for digital transformation across the most critical and resilient growth industries, including retail, consumer packaged goods, financial crime prevention, manufacturing, media, and IT service management. Since its founding in 2017, SymphonyAI today serves 1500+ Enterprise customers globally and has grown to 3,000 talented leaders, data scientists, and other professionals across over 30 countries.

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More about this job

Responsibilities

You will own the end-to-end development, evaluation, and deployment of machine learning models for financial crime use cases. This involves collaborating with cross-functional teams to integrate models into client workflows and mentoring junior data scientists.

Requirements

The role requires 3 to 7 years of experience in data science or machine learning, with at least 2 years in the financial services sector. Candidates must possess strong Python and SQL skills, along with practical experience in model explainability and financial crime domain knowledge.

Skills

Data Science
Machine Learning
Python
SQL
Pandas
NumPy
Scikit-learn
Financial Crime
NLP
LLM
Model Development
Explainability
SHAP
LIME
Data Analysis
Risk Management

Visa sponsorship

Not detected in the job text

Keywords

Data Science
Machine Learning
Financial Crime
Python
SQL
Pandas
NumPy
Scikit-learn
NLP
LLM
SHAP
LIME
AML
Fraud Detection
Compliance
Model Deployment
Data Engineering
Oracle
Postgres
Spark
Kubernetes
Kubeflow
Dask
RAPIDS
KYC
FATCA
CRS
Statistical Modeling
Risk Intelligence
SaaS

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