Machine Learning Engineer
Alexa Translations
- Bangladesh
- Permanent
- Full-time
- 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.
- 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