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Added 12 mins ago
PH
Data Lead, BC Health Workday
Provincial Health Services Authority
BC · British Columbia, Canada
- Full-time
…systems in the health organizations with a single, unified technical system that will standardize and modernize HR and payroll services. It is a significant transformation in BC and is…
Added 12 mins ago
A
Service Delivery Manager
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Toronto, ON
- Full-time
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Added 12 mins ago
IS
Senior Clinical Research Associate
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Canada
- Full-time
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Added 12 mins ago
HR
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- Full-time
…financial and quality targets. This role requires a solid combined technical and managerial foundation to lead the engineering effort on the Bid/Project to ensure the solutions endorsed by…
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Toronto, ON
- Contract
Lead technical design and implementation, ensuring solutions align with enterprise architecture standards.
Added 12 mins ago
GC
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- Full-time
Providing customer updates when required on delivery, lead times, quotes, etc.
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- Full-time
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Added 12 mins ago
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Automation Controls Associate Manager
Accenture
Calgary, AB · Vancouver, BC · Mississauga, ON · Ottawa, ON · Toronto, ON
- Full-time
· Participate or lead internal and or customer consultations regarding field of expertise.
Added 12 mins ago
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Added 12 mins ago
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Field Technical Service Representative (Full Time Seasonal)
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- Full-time
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Added 27 mins ago
Systems Administrator 3
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BC · Hybrid - Kamloops or Vancouver, BC
The Systems Administrator 3 acts as a senior technical resource in application/service architecture, application design and delivery, translating business and technical requirements into…
Added 27 mins ago
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Marketing Lead, Brand & Revenue
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Toronto, ON
- $110,000 to $125,000 CAD / year
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Added 27 mins ago
UH
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Toronto, ON
- Full-time
The Cancer Clinical Research Unit has a mandate to lead and promote clinical research within the PMH Cancer Program through standardization of processes and encouraging a culture of…
Added 27 mins ago
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Associate Customer Success Manager - French
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Added 42 mins ago
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Field Instrumentation Specialist
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Added 42 mins ago
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Added 42 mins ago
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Java Spring Boot Microservices Developer
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Added 57 mins ago
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Director, Strategic Communications
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Added 57 mins ago
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Insights & Analytics Manager
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Toronto, ON · CAN - Toronto Head Office
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Added 57 mins ago
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Added 57 mins ago
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Added 1 hour ago
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Programmer Analyst II
The University of British Columbia
Vancouver, BC
- $8,810.92 to $13,202.5 CAD / month
- Full-time
…may also be directed and reviewed by a Delivery Manager or Technical…
Added 1 hour ago
SR
Technical Program Manager
Swim Recruiting
Vancouver, BC
- $95 to $110 CAD / hour
- Contract
As a result of growth and investment in technology our client is looking for a program manager to lead technical delivery of a large-scale transformation program running through 2027. The…

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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