Reports to: Head of Engineering

Location: 100% remote, Global

Company Summary

Our mission is to become the premier destination for all publishing-related needs. In line with this vision, we are excited to announce the launch of our latest innovation,

Who You Are

You are a builder! You are a strong analytical problem solver! You are easy to talk to. You are opinionated, but you also keep an open mind. Not only do you have a strong sense of ownership, but you thrive on it. You can work independently and in a team. You love working in a fast-paced environment. You have high technical standards but know when to be scrappy: you are goal-oriented and prioritize getting results. You stay up-to-date with the most recent advancements in the AI and ML field. You love reading papers as much as you love implementing them.

And you have a great attitude!

As an early technical hire, you will have the opportunity to make important contributions to various aspects of one of the most ambitious generative AI projects around. Depending on your skills and interests, you will work on a number of different things.

Responsibilities

Build evaluation and fine tuning pipelines
Propose, design, and implement data annotation pipelines for generative AI
Collaborate with software and data engineers by participating in design reviews and code reviews
Devise Natural Language Understanding (NLUalgorithms using deep learning, classic machine
learning, and other approaches
Collaborate with the product team to propose metrics for evaluating ML models and pipelines
Conduct scientific experiments to evaluate models and pipelines
Design and implement scalable solutions to improve the performance of generative pipelines (using prompt optimization, RLHF, etc)

Requirements

5+ years of Machine Learning Engineering experience
Strong ML, DL, and NLU fundamentals, including hands-on experience with generative AI, model evaluation, chain-of-thought, and other established and emerging techniques
Strong programming skills in Python and experience with Git
Experience engineering, evaluating, and optimizing prompts
Experience conducting literature reviews and implementing state-of-the-art research papers
Experience with annotation tools for NLU applications
Experience building scalable, user-facing NLU applications
Experience working with product and software engineering teams, including cross-functional teams of software engineers and product managers
Strong communication and problem-solving skills, along with a strong sense of ownership
Experience with agile software development and project management

Preferred Skills

Experience with various MLOps tools and technologies
Experience with Cloud Computing
Interest in SaaS, digital marketing, publishing, and education industries
Experience leading technical teams

Why Publishing.com?

At

Recently recognized as #19 on the Inc 5000's list of Fastest Growing Private Companies in America for 2023
We are a completely remote team located worldwide with 100+ employees
We have great benefits including paid time off (PTO), competitive health, vision, and dental benefits, 401k, and team socials...yes, even remotely
We care about our culture deeply and live by our company values (1) Service that WOWs, (2) Ultimate Team Player, (3) Great Freakin' Attitude, (4) Billion Dollar Standards
We encourage learning, growth, and continuous improvement and create meaningful programs to support our employees' professional development
If you want to join a team on the ground floor, this is your chance: we are expanding beyond being an education company to become the one-stop shop for all your self-publishing needs

*Some benefits are available to our US-based employees only.

At Publishing.com, we're dedicated to assembling teams as diverse as a kaleidoscope and fostering an atmosphere as warm as your favorite coffee shop. We understand that the job application process can sometimes feel daunting, but we’re here to offer our support. Don't hesitate to reach out with any questions or concerns about the hiring process – if you're interested in joining our ranks, we're eager to hear from you! Email us at careers@publishing.com if you need additional support.

We strive to seek out and support individuals from all different backgrounds recognizing your unique experience contributes to the richness of our collective knowledge. We are committed to fostering an environment where we learn from each other's beliefs and experiences and celebrate the differences that eventually will drive forward our innovation. We strive to ensure that every member of our team feels valued and respected, regardless of where they may be situated. Come be a part of our community – your talents and contributions are welcomed!

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