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Machine Learning Engineer - Core Signals

YobiRemote (US + Canada Only)Engineering & Science
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Salary
$180K - $275K USD
Job type
Full-time
Work mode
Remote
Posted
17 Jul 2024
Status
Open · checked 7d ago

About this role

Yobi is seeking a Machine Learning Engineer for their Core Signals team to focus on user-behavioral modeling and product application development. This remote position operates across the US and Canada and is an ideal fit for engineers experienced in large-scale data and model infrastructure.

Role Overview

As a Machine Learning Engineer on the Core Signals team at Yobi, the professional concentrates on representation learning for fundamental user-behavioral modeling and leverages those models to power new and existing products. This position functions as a full-stack machine learning role, requiring hands-on participation in data processing, model training, deployment, and evaluation. Candidates collaborate closely with product and applications teams while applying product sense to help drive product-market fit.

Key Responsibilities

Build and shape 0-to-1 systems within large-scale data and model infrastructure.
Handle day-to-day data processing, model training, deployment, and evaluation.
Apply machine learning to novel problems and suggest system improvements or new approaches.
Collaborate extensively with product organizations and application teams to implement research and development gains.
Interact with pipeline components such as data orchestration, build systems, and experiment tracking.

Requirements

Practical understanding of machine learning to address novel problems and propose methodological improvements.
Industrial experience working with big data on topics such as representation learning, embeddings drift, click-through rate modeling, or sequence modeling.
Ability to rapidly contribute to non-research pipeline components including data orchestration, build systems, and experiment tracking.
Strong product sense regarding product-market fit and implementation strategies.

Skills and Tools

Spark
LLM
Airflow
Bazel
Github CI/CD
Representation Learning
Sequence Modeling

Salary and Benefits

Competitive base salary ranging from $180,000 to $275,000 per year
Meaningful equity and financial upside with a real percentage of the company
Annual bonus target tied to personal and company performance
Health, dental, and vision insurance options
Unlimited paid time off
401(k) plan with a company match percentage
Generous parental leave policy

About the Company

Yobi is a rapidly growing behavioral AI company founded in 2019 that builds foundation models of human behavior grounded in real-world actions like store visits and purchases. The organization operates with partnerships alongside Microsoft and Databricks, featuring a world-class team of machine learning experts from companies like Amazon, Uber, Twitter, and Meta. Yobi is dedicated to privately and ethically democratizing data and AI benefits for leading brands and agencies.

How to Apply

Interested candidates should visit the official Yobi careers page to submit an application and share how their background helps drive behavioral AI products forward.

Skills and tech stack

Questions candidates ask

What is the geographic location requirement for this role?

Candidates must be located in the United States or Canada, as the position is fully remote for these regions.

What is the salary range for the Machine Learning Engineer position?

The annual base salary range is between $180,000 and $275,000, which does not include additional compensation forms such as bonuses, equity, or benefits.

What specific technical areas are important for this role?

Key technical areas include representation learning, sequence modeling, click-through rate modeling, embeddings drift, and handling big data infrastructure using tools like Spark and Airflow.

What benefits are offered by Yobi?

Yobi provides health, dental, and vision insurance, unlimited paid time off, a 401(k) with company match, annual performance bonuses, meaningful equity, and parental leave.

How should I apply for this position?

Applicants can apply directly through the official Yobi company careers page.

Ready to apply?

The application is on the official Yobi careers page.

Apply on company site