Machine Learning Platform Engineer II

Canada

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CA$98,600 – CA$133,400Compensation

Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Fintech, Financial ServicesIndustries

Requirements

Candidates should possess a BS or MS in Computer Science, a related technical field, or equivalent practical experience, coupled with over 3 years of professional software development experience. Proficiency in Python and familiarity with the end-to-end Machine Learning lifecycle and common frameworks like Scikit-learn, XGBoost, PyTorch, or TensorFlow are essential. Experience with common database query languages and technologies, particularly SQL, is required, with Snowflake and non-relational query languages being optional. Strong analytical and problem-solving skills, along with a collaborative spirit for creating maintainable and reliable software, are also necessary. Bonus points are awarded for experience with MLOps tools, real-time data processing/streaming systems, feature stores, workflow orchestration tools like Airflow, and large-scale data processing frameworks such as Spark or Beam. The role requires candidates to be based in Ontario or British Columbia, Canada.

Responsibilities

The Machine Learning Platform Engineer II will contribute to the design and development of infrastructure for operationalizing Machine Learning at Dave. This includes delivering high-quality Python code for the Machine Learning Platform, such as the Feature Store and real-time scoring service, and infrastructure for the model development lifecycle. Responsibilities also involve writing thorough tests and participating in code reviews to eliminate member-impacting issues, identifying and resolving performance bottlenecks, and effectively receiving and addressing feedback on code and system designs. The engineer will collaborate closely with Data Scientists and other engineers to understand their needs and challenges, adjust explanations of technical concepts to varying audiences, and clearly understand the trade-offs in technical solutions. Proactively seeking clarity on priorities and suggesting process improvements for the team to enhance quality, velocity, and engagement are also key duties.

Skills

Machine Learning

Platform Engineering

Python

Feature Store

Real-time Scoring

Model Development Lifecycle

Testing

Code Reviews

Performance Bottlenecks

System Design

Collaboration

Data Science

Infrastructure

Dave

Mobile app for fee-free financial services

About Dave

Dave is a financial technology company that helps individuals manage their finances through a mobile app. The app offers various financial services, including cash advances on upcoming paychecks without interest or credit checks, which helps users avoid overdraft fees. It targets lower to middle-income individuals who may struggle with traditional banking services, providing a fee-free banking experience with no overdraft, minimum balance, or ATM fees at over 32,000 locations. Dave generates revenue through subscription fees and optional services, such as helping users find side jobs and offering a credit-building service through LevelCredit. The app is designed to be user-friendly and non-judgmental, making it easier for users to navigate their financial lives. Dave's goal is to provide accessible banking services that empower individuals to manage their finances effectively.

West Hollywood, CaliforniaHeadquarters

2016Year Founded

$366MTotal Funding

IPOCompany Stage

Fintech, Financial ServicesIndustries

501-1,000Employees

Benefits

Flexible work hours & remote culture

Medical, dental, & vision

Generous PTO

401k with match

Flexible PTO

All-company in-person events

Risks

FTC and DOJ lawsuits for deceptive practices could harm Dave's reputation and finances.

Regulatory challenges during Frisch's appointment may indicate internal instability.

New CFPB rule might affect Dave's revenue model, impacting financial services offered.

Differentiation

Dave offers fee-free banking services, unlike traditional banks with hidden charges.

The app provides cash advances without interest or credit checks, aiding financial stability.

Dave's 'Side Hustle' feature helps users find additional income opportunities.

Upsides

Participation in Socure's consortium enhances fraud prevention, boosting customer trust.

Kevin Frisch's appointment as CMO may improve brand positioning and customer acquisition.

CFPB's overdraft rule aligns with Dave's model, attracting dissatisfied bank customers.

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