Remote Machine Learning Engineer

Summary

Alexa Translations is seeking an experienced Machine Learning Engineer to develop their next-gen intelligent translation service engine using machine learning and NLP techniques. The role involves collaborating with the software team, data cleaning, model training, evaluation, deployment, maintenance, and updates.

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

Responsibilities

• Collaborate closely with the software team to improve internal processes and integrate Machine Learning models into 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

Preferred Qualifications

• Data scraping experience is a good plus point
• Apache Airflow experience is a plus point