Machine Learning (ML) Engineer

Job Overview

JOB DETAILS

REQUIREMENTS

• 5+ years of professional web/software development experience.

• 3+ years of experience with text classifiers image classifiers OCR object detection

• 3+ years of experience with Linux Tensorflow and Python

• You have successfully trained and deployed a deep learning machine model (image, video, text, or audio) into production with measurably improved performance over baseline

• You are up-to-date on the latest deep neural net research and architectures both in understanding the theory and motivations behind the techniques as well as how to implement them in the ML framework of your choice

• Experience prioritizing and performing multiple tasks in time-critical situations.

• Comfort working within a fast-paced dynamic and distributed environment.

• Attention to detail strong organizational skills and excellent follow-through.

• Adept problem-solving ability judgment and resourcefulness.

• Strong written and verbal communication skillsIntellectual curiosity self-motivation independent with team building skills.

• Intellectual curiosity, self-motivation, independent with team building skills.

• Undergrad or graduate degree in Computer Science or similar technical field with significant coursework in mathematics or statistics

RESPONSIBILITIES

• Everything involved in applying a ML model to a production use case

• Designing and coding neural networks, gathering and refining data, training and tuning the model, deploying it at scale with high throughput and uptime

• Take our models currently in production and identify areas for improvement; improve them using retraining and hyperparameter searches, then deploy without regressing on core model characteristics

• Work with team to identify opportunities for improvement in our current platform and for enabling coming SaaS product launch

• Ingest customer feedback and use that feedback to make frequent model improvements and develop new features

• Actively contribute ideas for product improvements and solutions to technology challenges, including features and performance considerations

• Stay abreast of new ML technology and trends

Are you interested in this position?

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