Available vacancy: Machine Translation Specialist. Hi, we are Pangeanic A leading general language technology company dedicated to delivering high-quality translation solutions to clients across various industries. As we continue to expand our operations and enhance our services, we are looking for a skilled and motivated professional to join our team.
The role requires proficiency in natural language processing, deep learning, machine learning libraries, statistical analysis and evaluation techniques, and cloud-based machine learning platforms.
Responsibilities
- Develop and implement state-of-the-art machine translation models using deep learning techniques.
- Collaborate with cross-functional teams to identify and prioritize requirements for machine translation models.
- Conduct experiments to evaluate and improve machine translation models.
- Design and implement data pipelines to support machine translation models.
- Analyze large-scale data sets to identify trends and patterns to improve machine translation models.
- Deploy machine translation models into production environments.
- Develop and maintain documentation for machine translation models.
- Stay up-to-date with the latest advancements in machine learning and natural language processing.
Requirements
- Bachelor/'s or Master/'s degree in Computer Science, Electrical Engineering, Mathematics, or a related field.
- Proven experience in developing and deploying machine learning models using deep learning techniques.
- Proficient in Python programming and machine learning frameworks such as TensorFlow, PyTorch, or Keras.
- Experience with natural language processing (NLP) techniques such as part-of-speech tagging, named entity recognition, and sentiment analysis.
- Experience with cloud-based machine learning platforms such as AWS, Google Cloud, or Azure is a plus.
- Experience with frameworks such as OpenNMT, Marian or Tensor2Tensor, is a plus.