Full-Time

Machine Learning Engineer III

Posted on 11/30/2024

Wizard

Wizard

51-200 employees

AI-powered SMS platform for businesses

Consumer Software
AI & Machine Learning

Compensation Overview

$185kAnnually

Mid, Senior

Remote in USA

Category
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
LLM
Kubernetes
FastAPI
Python
Airflow
Node.js
Pytorch
Machine Learning
Pandas
Flask
Google Cloud Platform

You match the following Wizard's candidate preferences

Employers are more likely to interview you if you match these preferences:

Degree
Experience
Requirements
  • MS/Ph.D. in computer science, mathematics, or another quantitative discipline or exceptional work experience in ML engineering.
  • 1-3 years ML Experience.
  • Experience developing machine learning-driven products at scale.
  • Experience solving problems using Machine Learning with PyTorch.
  • Exceptional understanding of designing ML systems in production at scale and applying a quantitative approach to identifying performance bottlenecks and cost/performance tradeoffs.
  • Practical experience with large data systems, data models, and batch and streaming data pipelines.
  • Ability to ramp up quickly on our tech stack, which includes GCP, Kubernetes, Airflow, Pandas, PyTorch, Python, and Node.js.
  • Extensive experience with model deployment, both static within applications and dynamic, using Flask, FastAPI, or similar frameworks.
Responsibilities
  • Build and maintain a training pipeline for fine-tuning open-source LLMs. Testing different LLM architectures at different sizes and quantizations is important.
  • Serve and Deploy the LLM on GPUs. It is important to know different configurations ahead of time to ensure we don’t OOM at runtime.
  • Formulate novel product issues to ML problems and propose and iterate on solutions quickly. We value the fast pace of development.
  • Triage customer issues to model/system shortcomings and communicate the complex architecture in a simple, comprehensible way to internal stakeholders.
  • Keep up with the fast-growing generative AI space and incorporate the latest developments into our system.

Wizard.com offers an SMS platform that enables businesses to facilitate product discovery and purchasing through text messages. Customers can browse and pay for products or services in a single conversation, making the buying process simpler and more enjoyable. The platform is designed for various businesses, including e-commerce, beauty brands, and pet product providers, aiming to improve customer engagement and loyalty. Unlike traditional methods that rely on basic customer data, Wizard's AI technology learns from interactions to provide personalized experiences at scale. This approach not only encourages repeat purchases but also enhances customer retention, which is vital for business success. Wizard.com aims to transform how businesses connect with their customers by creating meaningful relationships rather than just transactions.

Company Stage

Series A

Total Funding

$48.6M

Headquarters

New York City, New York

Founded

2021

Growth & Insights
Headcount

6 month growth

-3%

1 year growth

-1%

2 year growth

0%
Simplify Jobs

Simplify's Take

What believers are saying

  • Rising SMS marketing trends present significant opportunities for Wizard's AI-powered solutions.
  • Increased adoption of conversational AI boosts demand for Wizard's platform.
  • Hyper-personalization in customer service drives consumer preference for Wizard's offerings.

What critics are saying

  • Competition from established platforms with AI-driven features poses a threat to Wizard.
  • Privacy concerns and regulatory scrutiny could impact Wizard's AI-driven SMS solutions.
  • Dependence on SMS may face challenges from alternative messaging platforms.

What makes Wizard unique

  • Wizard offers a unique SMS solution for seamless e-commerce transactions.
  • The platform provides hyper-personalized interactions, enhancing customer engagement and loyalty.
  • Wizard's AI learns from conversations, surpassing traditional segmentation methods.

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Benefits

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

Disability Insurance

401(k) Retirement Plan

Flexible Work Hours

Unlimited Paid Time Off

Paid Vacation

Paid Sick Leave

Paid Holidays

Parental Leave

Mental Health Support

INACTIVE