Senior Data Scientist

4 weeks ago


Cebu City, Philippines Arch Global Services (Philippines) Inc. Full time

Responsibilities

  • Deliver production quality solutions for data extraction, classification, triaging, routing, search, etc.
  • Programmatically explore data, derive insights that are statistically sound, and convey findings to colleagues of varying sophistication
  • Label and validate datasets of various sizes, using manual methods as well as programmatic and AI driven approaches
  • Evaluate the performance of models and solutions-as-a-whole on practical and statistical benchmarks
  • Collaborate with other scientists, engineers, product owners, and business customers to develop solutions that meet the business problem
  • Create, contribute to, improve, and convey technical and non-technical documentation of solutions
Required Skills
  • Experience applying quantitative methods in a corporate environment
  • Experience with Python from a functional programming paradigm, able to manage dependencies, virtual environments, and version control in git
  • Experience with cloud computing platforms such as Azure
  • Expertise in supervised learning and unsupervised learning along with experience in deep learning and transfer learning
  • Experience with generative algorithms (e.g., GAN, VAE, etc.) as well as foundation models (e.g., GPT-4o, SAM, Mistral)
  • Experience developing solutions from inception through deployment
Desired Skills
  • Graduate degree in a quantitative field
  • Experience with sequential algorithms (e.g., LSTM, RNN, GRU, etc.)
  • Experience evaluating ethical implications of AI and considerations around controlling them
Education
  • BS in Computer Science, Information Technology degree, Data Analytics or equivalent

Please refer to job description.

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