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Data Scientist (renewable contract, up to 45K)

  • Location:

    Hong Kong

  • Sector:

    Technology

  • Job type:

    Temporary

  • Salary:

    Negotiable

  • Contact:

    Chloe Chan

  • Contact email:

    Chloe.Chan@oliverjames.com

  • Job ref:

    JOB-052021-141673_1623221589

  • Published:

    9 days ago

  • Expiry date:

    2021-07-09

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Responsibilities:


* Build the data ETL pipeline, handle the data cleansing and labelling
* Conduct end-to-end machine learning model experiment
* Work with business stakeholders to conduct Exploratory Data Analysis and deliver actionable insight report
* Build POC solution and support the production release

Skillset Requirements:
* 3+ years of coding experience in Python or Spark
* 3+ years of experience in machine learning model building, training, tuning, and deployment
* (Must have) Both Well understanding and hands-on coding proficiency for the most commonly used machine learning algorithms, such as Random Forest, LightGBM, XGBoost, Clustering methods, ADAM/Bayesian optimization, CNN, RNN, Transformer model, Time series analysis models, etc.
* (Must have) Both well understanding and hands-on experience in one of AWS cloud, GCP or Azure.

Skillset Requirements:
* NLP knowledge and hands-on coding capability
* Hands-on engineering capability in one or more of below technologies: Kubernetes/docker/Kubeflow, Spark/Hadoop, Flask/FastAPI/Nginx/gunicorn
* Front-end design/development experience for mock-up UI
* Machine Learning CI/CD DevOps development experience
* Working experience in external facing consultancy firm or internet companies

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