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ML Systems Engineer

2 months ago

Redmond, United States Intelliswift Software Full time

Job Title: ML Systems Engineer

Locations: Redmond, WA - Onsite

Duration: 12 Months to start


Job Description:


Responsibilities:


Write clean, maintainable code, debug complex problems that span systems, prioritize ruthlessly and get things done with a high level of efficiency.

Create robust, flexible and scalable ML tooling and infrastructure which supports research scientists to leverage powerful infrastructure (through e.g. source control, distributed compute clusters, data storage).

Coordinate with a large set of internal infrastructure and tool teams across the lab and across to evaluate and integrate with existing systems.

Work collaboratively as part of a multifunctional team where communication, documentation and teamwork are highly valued

Learn constantly, dive into new areas with unfamiliar technologies, and embrace the ambiguity of AR/VR problem solving.


Top 3 must-have HARD skills:

We're looking for Python and infrastructure focused software engineers

PyTorch or similar AI/ML engines

Distributed infrastructure


Good to have skills:

Working with complex, real-world multimodal data

Audio

AR/VR


Requirements

BS degree in Computer Science or related field, or equivalent work experience.

4+ years industry experience with deep learning frameworks in Python, such as Pytorch or Tensorflow.

2+ years industry experience working with large, complex data sets for machine learning, including capture and annotation.

Demonstrated experience implementing and evaluating working and end-to-end prototypical learning systems.

Experience working with high performance or distributed compute solutions.

Some deployment and continuous integration experience.


Preferred Qualifications

Familiarity with Machine Learning for Audio, multimodal or DSP purposes

Experience working in the AR/VR application space.

Experience in Linux or Windows shell scripting.

Ability to gather requirements and work closely with researchers to develop novel solutions

History of writing code to support the execution of research initiatives


How many years of experience should they have?

4-5 years of industry experience writing Python / ML code