Potion

Lead ML Engineer / Researcher

Oct. 2, 2020

Remote, USA

$130,000 - $200,000 / yr

Job Description
We are looking for a versatile and experienced machine learning engineer with a history of deploying AI / ML production models and is also capable of being hands-on at all points of a project's lifecycle. You will be working directly working with our CTO and a small team of engineers to design, implement, train, and deploy state of the art generative and predictive deep learning models both internally and for customers. As our data sets and customer base grows, we will need to constantly monitor and evaluate our solutions and have the ability to easily tune or retrain models with ease automatically. We need our first engineers to be versatile in skills, have leadership capabilities, establish best practices early on, and to be excited to tackle new challenges as they arise.

Tasks and Responsibilities

  • Improve and iterate on our current solutions to ensure we can capitalize on increased performance
  • Build infrastructure for reliable and automated model tuning and evaluation
  • Standardize and normalize input data coming from a wide variety of sources
  • Write clean, testable and well-documented code in an agile environment
  • Contribute to product roadmapping alongside the founding team and prioritize features according to customer and team needs
  • Take on an entrepreneurial mentality to independently identify and pursue opportunities for the organization

Qualifications

  • Real world experience with working through all phases of a deep learning / machine learning project (e.g., ideation, design, implementation, training, validating, deployment)
  • Expert level knowledge in a top deep learning framework (e.g., Tensorflow, Keras, PyTorch)
  • Prior experience working on deep learning projects using cloud platforms (e.g., AWS, GCP)
  • Ability to keep up with current literature and independently implement new techniques found within
  • Passion for solving complex problems in a rapidly changing environment and an interest in keeping up with emerging technologies

Potion is an equal opportunity employer and we deeply value the power of diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.

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