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Added 1 min ago
DM
Manager, IT Service Deliver and End User Experience
District Municipality of Muskoka
Bracebridge, ON
- Full-time
Develop and maintain standards to ensure solutions and service delivery practices align with relevant legislation (e.g., MFIPPA, AODA); best practice (e.g., cybersecurity standards, ITIL…
Added 2 mins ago
AC
AVP, Data Science & Price Modelling
Aviva Canada
Markham, ON
- Full-time
In this role, you'll lead the development and delivery of advanced pricing models and data-driven solutions while partnering with teams across Pricing, Actuarial, Risk, and Technology.…
Added 2 mins ago
AC
AVP, Data Science & Price Modelling
Aviva Canada
Toronto, ON
- Full-time
In this role, you'll lead the development and delivery of advanced pricing models and data-driven solutions while partnering with teams across Pricing, Actuarial, Risk, and Technology.…
Added 2 mins ago
D&
Entry-Junior Level - Associate Consultant - Calgary, AB
Dokainish & Company
Calgary, AB
- Full-time
…achieve long-lasting and impactful results across numerous business functions. Our areas of expertise include, but are not limited to, Project Management, Quantitative Risk Analysis,…
Added 2 mins ago
T
Personal Banker Trainee
TD
Gander, NL
- Full-time
…job-related knowledge, geographic location, and other specific business and organizational…
Added 2 mins ago
MM
Underwriting Assistant (Fixed-Term, 12 Months))
Marsh McLennan
Ottawa, ON
- Full-time
…underwriting expertise, the company delivers a wide range of insurance solutions – from specialty property and casualty and professional liability insurance to group and retiree benefits.…
Added 2 mins ago
GT
Program Manager
GeoSpectrum Technologies, Inc
Dartmouth, NS
- Full-time
Partnering with the Business Development team, the Program Manager plays a key role in preparing bids and proposals. Upon contract award, this role takes ownership of the full program life…
Added 2 mins ago
GT
Sustainment Engineer (Integrated Logistics Support)
GeoSpectrum Technologies, Inc
Dartmouth, NS
- Full-time
…developing, and delivering Integrated Logistics Support (ILS) solutions that ensure our naval systems remain reliable, maintainable, supportable, and cost-effective throughout their…
Added 2 mins ago
GT
Systems Engineer
GeoSpectrum Technologies, Inc
Dartmouth, NS
- Full-time
…for our innovation and for delivering reliable, customized solutions that exceed customer expectations. Over three decades, our core values have shaped a supportive and creative environment…
Added 2 mins ago
SL
Digital Graphic Designer
Sun Life
Toronto, ON · Waterloo, ON · Montreal, QC · Sun Life Waterloo King
- Full-time
…support Clients, while also generating leads, driving sales and solutions and growing their…
Added 2 mins ago
M
Responsable des solutions Salesforce/Salesforce Solution Lead
McKesson
Montreal, QC
- Full-time
Le ou la responsable des solutions Salesforce (Salesforce Solution Lead) définit l’orientation des solutions Salesforce d’entreprise complexes et transforme la stratégie en résultats…
Added 2 mins ago
IO
Senior Talent Organizational Development Specialist
Irving Oil
Saint John, NB
- Full-time
…partner with leaders to strengthen organizational capability and business performance while helping the organization successfully navigate change and transformation. Drawing on expertise in…
Added 2 mins ago
D
Personal Finance Advisor
Desjardins
Levis, QC · Caisse Desjardins de la Chaudière
- Full-time
As a personal finance advisor, you’re responsible for developing and maintaining lasting and trusting business relationships with members and clients, to ensure they’re satisfied. Your role…
Added 2 mins ago
D
Wealth Management Advisor
Desjardins
Sainte-Marie, QC · Caisse Desjardins de La Nouvelle-Beauce
- Full-time
As a wealth management advisor, you’re responsible for developing and maintaining lasting and trusting business relationships with members and clients, to ensure they’re satisfied. Your…
Added 2 mins ago
C
Analyst, Trade Control
CIBC
Toronto, ON
- Full-time
…activities, investigating discrepancies, and advising on any new business developments as required. By maintaining rigorous controls and providing timely support, you'll contribute to the…
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C
Sr. AML Analyst, Sanctions - 6 Month Contract
CIBC
Toronto, ON
- Full-time
Relationship building - Work with business management to establish an appropriate regulatory compliance culture and help the business to ensure that compliance risk and control processes…
Added 2 mins ago
C
Client Engagement Associate
CIBC
Winfield, BC
- Part-time
As a member of the Personal and Business Banking Team, you’ll work in a fast-paced Banking Center and use your knowledge of financial services products to help clients with their day-to-day…
Added 2 mins ago
C
Community General Manager, Imperial Service
CIBC
Toronto, ON
- Full-time
…and ensure we provide advice and the appropriate products and solutions to meet our clients goals. As a Community General Manager (CGM), you will build a capable and motivated team through…
Added 2 mins ago
C
Senior Consultant, Regulatory Compliance Management
CIBC
Toronto, ON
- Full-time
…financial institution (FI), and you have good knowledge of the business and regulatory environment applicable to FIs, particularly with respect to regulatory compliance. You have excellent…
Added 2 mins ago
C
Financial Services Representative
CIBC
Toronto, ON
- Full-time
As a member of the Personal and Business Banking team, you’ll work in a fast-paced Banking Centre where you’ll make a meaningful difference in our clients’ lives. As a Financial Services…
Added 2 mins ago
C
Risk Analytics, Winter 2027 Co-op (8-month)
CIBC
Toronto, ON
- Full-time
Join CIBC’s Risk Management team who works to identify, assess, mitigate, monitor and control risks associated with business activities and strategies, and is responsible for providing an…
Added 2 mins ago
Supervisor, Claims - Large Loss
Wawanesa Insurance
Calgary, AB · AB · Lethbridge, AB · Vancouver, BC · Wawanesa, MB · Winnipeg, MB · Moncton, NB · Dartmouth, NS · Kitchener, ON · Ottawa, ON · Toronto, ON · Montreal, QC · Edmonton, AB (Hybrid), AB · North York - Toronto, ON (Hybr, ON
This role requires regular interaction with customers in X region where the primary business language utilized is English. As such, the successful candidate must be fully proficient in…
Added 2 mins ago
B
Branch Manager
BMO
Calgary, AB
- Full-time
Recommends and implements solutions based on analysis of issues and implications for the business.
Added 2 mins ago
Senior Financial Systems Analyst, Governance
Trans Mountain
Calgary, AB
…resolution, and control requirements. This position partners with business and technology teams to ensure financial systems and processes operate in accordance with approved standards,…
Added 2 mins ago
Senior ServiceNow Specialist
Trans Mountain
Calgary, AB
…support of the ServiceNow platform while working closely with business stakeholders, application support teams, developers, and external partners to deliver scalable, efficient, and…

SymphonyAI

Data Scientist

Toronto, ON, Canada

Full-time

Apply About employer

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Job details

Job type: Full-time
Apply by: Nov 26, 2026
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.

Responsibilities

Job Description

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

Develop, evaluate, and deploy models for financial crime use cases, including preparing data, addressing model performance challenges, and applying NLP and LLM-based methods where useful. Partner with client and internal teams to integrate models into workflows, communicate results and limitations, support production monitoring, and mentor junior data scientists.

Requirements

Candidates should have 3–7 years of data science or machine learning experience, including at least 2 years in financial services, with strong Python, SQL, statistical modeling, and model evaluation skills. They should have financial crime domain knowledge, experience with explainability methods, client-facing communication skills, and experience delivering a model into a client workflow.

Skills

Data Science
Machine Learning
Statistical Modeling
Python
Pandas
NumPy
Scikit-Learn
SQL
Model Explainability
SHAP
LIME
Natural Language Processing
Large Language Models
Financial Crime Compliance
Model Deployment
Client Communication

Visa sponsorship

Not detected in the job text

Keywords

Financial Crime
Anti-Money Laundering
Fraud Detection
Compliance
Know Your Customer
FATCA
CRS
Data Science
Machine Learning
Statistical Modeling
Python
Pandas
NumPy
Scikit-Learn
SQL
Oracle
DB2
SQL Server
PostgreSQL
Natural Language Processing
Large Language Models
SHAP
LIME
Vector Databases
Apache Spark
Kubernetes
Kubeflow
Dask
RAPIDS
Model Monitoring

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