Senior Data Scientist - Machine Translation
Global Relay
Vancouver, British Columbia, Canada
4d ago

For more than 20 years Global Relay has set the standard and trends in compliant communications with our multi-award winning unified communications, data capture, and data analysis platform.

We securely capture and manage the world’s communications data and give its owners greater control and visibility to drive value and ensure compliance with the regulatory requirements of a large variety of industries and authorities.

We offer competitive compensation and benefits and all the other typical things you expect, but we are not your typical company.

Global Relay is a career-making company. It is a place for big ideas, new challenges, and cutting-edge innovation. It is a place where you can make an impact.

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
  • Producing reports detailing model performance
  • 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
  • Data engineering skills
  • Machine learning experience in different modalities
  • Experience working with explainable and interpretable models
  • Experience with : Specialized machine learning libraries like : Seq2Seq, Nemo, FairseqMany-to-Many multilingual translationMulti-task / Transfer-learningModel optimization : pruning, distillation, quantizationKubernetes and micro servicesWorking in an agile development environment
  • About Us :

    At Global Relay there is no ceiling. This is the land of opportunity for the energetic, intelligent, and driven people that make this company great.

    The combination of the right people in the right positions and a rapidly growing company means unlimited career potential.

    You will receive the mentoring, coaching, and support that you need to reach your personal and career goals. You’ll be part of a culture that promotes and rewards hard work and creativity and will grow into the new opportunities that are available to you.

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