Machine Learning Engineer

June 15

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Alexa Translations

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Breaking the Language Barrier

Legal • Corporate • Financial • Insurance • Consumer Products

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Description

• Collaborate closely with the software team to improve the internal processes, and integrate the Machine Learning models into our products and services. • Clean raw data in order to prepare training datasets using tools such as BiCleaner. • Train translation models using different architectures and tools. • Evaluate machine translation models on different test datasets and compare different models in terms of translation quality and translation speed, follow up with additional analysis reports. • Build, train, and evaluate other Machine Learning models related to translation. • Serve deep learning-based translation models using the latest serving technologies. • Deploying deep learning-based translation models at scale. • Assist in designing and building business intelligence tools for machine translation and document accordingly. • Perform regular maintenance and updates on our tools in order to deliver the best results using the newest technology.

Requirements

• Bachelor in CS or any relevant field • 2+ years of industrial experience developing NLP-based solutions on python • Candidates should be highly skilled in Python. • Golang/Rust knowledge is a plus • Highly experienced at huggingface • Solid experience in developing PyTorch-based model architectures for training large-scale NLP models • Experience with Tensorflow is a plus • Experienced at developing microservices using Flask/fastApi • Experience with Torchserve/Nvidia triton/ Ray Serve is a plus • Candidate should have some exposure to cloud platforms like AWS, GCP, or Azure • Excellent organizational, communication, and interpersonal skills, must be able to listen and understand the question and develop and deliver clear insights • Ability to quickly and positively adapt to change. Self-starter who can manage his/her time effectively and has the interest of integrating into a team of passionate, able to manage and prioritize workload. • Data scraping experience is a good plus point • Apache Airflow experience is a plus point

Benefits

• 11 paid holidays • Generous Accrued Time Off increasing with years of service • Generous paid sick time • Annual day of service