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Added 1 min ago
RF
Crowd Simulation Supervisor
Rodeo FX
Montreal, QC
- Contract
The Crowd Simulation Supervisor is responsible for the artistic and technical quality of crowds generated on a project. They supervise Crowd artists, define work methods, ensure the visual…
Added 1 hour ago
EI
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Calgary, AB
- Full-time
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Added 1 hour ago
AT
Senior Java Developer
Aarorn Technologies Inc
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- $55 CAD / hour
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Lead technical design, low-level design, development, testing, release, and production-support activities.
Added 1 hour ago
G
Quality Manager
Ganotec
Toronto, ON
- Full-time
As a Quality Manager, you will lead the the Quality team and program on a projects in your assigned location.
Added 2 hours ago
BB
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Bolton, ON
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…passion of our people around the world and their desire to lead change. At the same time, we are not afraid to expect a lot and strive for leadership in all of our key markets. We are a…
Added 2 hours ago
HT
Test Engineering Technologist
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Added 3 hours ago
UO
Senior Workday Architect
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Added 3 hours ago
EG
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E
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- $150,000 to $211,000 CAD / year
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Added 4 hours ago
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Rogers Communications
Toronto, ON
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Added 4 hours ago
SP
Senior Sales Director - Aerospace and Defence
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Added 5 hours ago
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Supervisor Engineer, Mine Design & Planning, Red Chris Block Cave
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Added 5 hours ago
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Project Engineer
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Toronto, ON
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Added 5 hours ago
NS
2627-215 - Business Analytics Developer (CL3) - Central Office
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Halifax, NS
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Assist in translating the business requirements to a design and build technical specification document that will drive the development activities.
Added 5 hours ago
SM
RQ11739 – Software Developer – Full Stack – Senior
S M Software Solutions Inc
Toronto, ON
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RQ11599 – Technology Architect – Senior
S M Software Solutions Inc
Toronto, ON
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Added 6 hours ago
M
Cloud & AI Platform Sales Specialist
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Toronto, ON
- Full-time
As a Cloud & AI Specialist, you are a business leader with deep technical and business knowledge within our enterprise sales organization, working with our most important customers in…
Added 6 hours ago
C
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Read and interpret blueprints and technical drawings
Added 6 hours ago
PG
Production Supervisor
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Added 7 hours ago
PM
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Vancouver, BC
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Diagnose and resolve complex technical issues in production environments, including security incidents.
Added 7 hours ago
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Maintenance Supervisor (Manufacturing)
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Direct and lead maintenance staff in everyday scheduling, preventative maintenance, repair of all production equipment and resolve equipment related issues
Added 7 hours ago
TU
Programmer Analyst II
The University of British Columbia
Vancouver, BC
- $8,810.92 to $13,202.5 CAD / month
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SymphonyAI

Data Scientist

Toronto, ON, Canada

Full-time

Apply About employer

Applications open in a new tab.

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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