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Senior Data Scientist – Machine Translation

GlobalRelay

This is a Contract position in Vancouver, BC posted January 21, 2023.

Senior Data Scientist
– Machine Translation Senior Data Scientist
– Machine Translation Your Role: As a Senior Data Scientist in the AI group, you will be building models with the goal of detecting bad behaviour in the financial sector.

We want to ultimately detect and prevent fraud.

We have a long road ahead of us and there is a lot of interesting work we have to do to achieve our goals.

Our AI group remains grounded with focus and purpose from Global Relay’s startup days, while benefiting from being a mature, medium-sized company.

We are looking for great people to join our team to build solutions that have an important impact.

Your Job: Working closely with other data scientists and developers in building and deploying various machine learning models for Global Relay’s customers Being a subject matter expert on current machine translation (MT) techniques Interacting with product managers on enhancements to our core products Executing all steps in the data science process from understanding business requirements to deploying models About You: 5 years of experience with solving machine learning problems Experience working with very large data sets in an enterprise-wide application environment Python and Bash experience Knowledge of common machine learning libraries such as: Scikit-learn, TensorFlow, PyTorch, NLTK, SpaCy Understand and appreciate tradeoffs of different methods for MT An understanding of different neural network architectures as applied to MT such as: Transformers, LSTMs, RNNs and CNNs Strong organizational and communication skills Nice to Haves: MSc or PhD in a STEM or Linguistics subject Data collection and cleaning experience Machine learning experience in different modalities Experience working with explainable and interpretable models Experience with: Specialized machine learning libraries like: Seq2Seq, Nemo, Fairseq Many-to-Many multilingual translation Multi-task / Transfer-learning Model optimization: pruning, distillation, quantization Kubernetes and micro services Working in an agile development environment Intermediate/Senior Full Stack Developer domain Motion Metrics International Corp.

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