Machine Translation Engineer (m/f/d) at lengoo (Berlin, Germany)

YOUR MISSION

• You keep pushing the forefront of innovation in research Neural Machine Translation
• You redefine processes in an industry to be AI-first
• You empower professional translators to focus on truly complex problem solving
• You apply NMT to serve the end customer in the best possible way

YOUR RESPONSIBILITIES

• Research and develop in the field of Machine Translation and NLP, including:
  
  • domain adaptation,
  • model distillation,
  • model quantization,
  • terminology integration,
  • low-resource MT,
  • data anonymization,
  • attention output interpretability
• Evaluate and integrate new state of the art strategies for production purposes
• Further develop pipeline automation and help define our translation continuous delivery system
• Challenge and improve current research state by participating and submitting papers to conferences (ACL, EMNLP, EAMT, etc)
• Discover new products and services via research findings
• Helping us to select the best talent to join us in our MT Team (code reviews and participation in interviews)
• Onboard new colleagues

YOUR PROFILE

• You have 2+ years of experience in the area of NLP, MT or any type of seq2seq modeling
• You have solid programming skills in Python
• You hold a Bachelor's or Master's degree in a in Computer Science, Mathematics, Statistics or a related field or equivalent practical experience
• You have solid communication skills and experience interacting with stakeholders from a multidisciplinary team
• You are fluent in English and feel comfortable in a fast-paced and international environment
• You are cool, collected and have a sense of humor
• You are willing to relocate to Berlin, Germany

This is a plus

• You have built  and maintained ML applications in a business setting
• You have been developing data preprocessing and training pipelines, leveraging tools like MLfLow, Airflow, Luigi, DVC
• You have hands-on experience with PyTorch or TensorFlow
• You have been developing and deploying applications in production with REST, Docker, Kubernetes
• You feel comfortable in fast-paced and international environment