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Senior/Lead Data Scientist
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Date: 23-Jun-2022
Location: StarHub Green
Company: StarHub Ltd
Job Description
Responsibilities
We are looking for excellent data scientists to help us design, develop and deploy transformative AI-powered and cloud-based products to our customers. In this role, you will be working together with cross functional teams: data engineers, dev ops engineers and data analysts towards building our key MVPs.
- Design and develop analytics solution into data product in the areas of 5G IOT, digital marketing, credit scoring, fraud detection, cybersecurity, natural language understanding and media monitoring.
- Deep-dive into large volumes of structured and unstructured telco data, derive insights and distill complex results into actionable items.
- Build predictive models and machine learning algorithms.
- Present insights using data visualization techniques.
- Lead and prioritize SmartHub data products, mentor junior members and collaborate with internal/external stakeholders, platform/data engineering, product, technical delivery, solution architecture and business development to drive product impact.
Qualifications
- Minimum Bachelor of Science degree in Computer Science, Software Engineering or related field.
- Proven programming/scripting skills with Python, C++ and similar.
- Proven experience in implementing analytical insight and predictive model into production/business process.
- At least 3 years of experience in analytical roles and familiar with Python, Spark and machine learning techniques.
- Experience with deep learning frameworks such as Tensorflow or Pytorch.
- Experience with AWS EMR, Sagemaker and neo4j
Plus
- Product thinking mindset.
- You are a coder and builder.
- You like to build data product from end to end.
- You are passionate about MLOps and love building auto-scaling ML systems.
- You like to take initiative to improve existing state of data science pipelines and passionate to embrace new changes.
*We regret that only shortlisted candidates will be notified.