Chief Data Scientist - Singapore - UTC NETWORK PTE. LTD.

UTC NETWORK PTE. LTD.
UTC NETWORK PTE. LTD.
Verified Company
Singapore

2 weeks ago

Wei Jie

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Wei Jie

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Description

Chief Data Scientist, Natural Language Processing (NLP)

Roles & Responsibilities

About UTC Network


UTC is a builder of the next-generation financial Internet infrastructure that organizes global financial information and service resources so that these facilities, information, and service resources can be accessed more easily and cost-effectively.

The core value of UTC is: "Doing right, acting unexpected, keeping simple and helping others".

Keeping the righteous and act surprisingly, keeping the humble and help others.
Righteous, extraordinary, simple and altruistic.


About this position


Be a part of key members of the company as the strategic chief data scientist to drive Natural Language Processing (NLP) strategy and technical direction.


Responsibilities

  • Work closely with senior management & stakeholders both internally and externally to transform data, and define problems
  • Take the leadership and manage NLP Data Science projects independently
  • Conduct research focused on natural language processing and machine learning using different models
  • Develop and redefine best practices for the NLP function within the Data team and Development team
  • Develop NLP systems according to requirements
  • Train the developed model and run evaluation experiments
  • Perform statistical analysis of results and refine models
  • Remain updated in the rapidly changing field of machine learning
  • End to end involvement of data science projects from analysis, design, development and deployment

Skills & Qualifications

  • PhD in relevant fields including Computer Science, Statistics, Data Science, System Engineering or related field
  • Experience in the Finance or Technology industry (FinTech), with ability to understand the finance domain knowledge
  • Strong working experience with programming languages such as Python, Java, R, C++
  • Strong working experience with database, such as Mango DB, Postgres, Mysql, Dolphin DB etc
  • Working experience with AI-NLP methodologies and tools such as:
a) Transfer Learning for NLP (GPT, BERT, ELMo, ULMFiT), NLP Frameworks , genism, spaCy)

b) Machine Learning Frameworks (TensorFlow, PyTorch, Keras)

c) Recurrent Neural Networks (RNN) and their variants such as LSTM

d) Large LLM models (OpenAI GPT, BERT, LLaMA)

e) NLP Pipelines and tasks

  • Experience in using data and cloud storage (AWS, Azure, Google, Hadoop, Kafka, noSQL)
  • Strong communicator
  • An analytical mind with problemsolving abilities
  • Ability to work cross functionally with stakeholders across the business
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