Data Scientist

Company:
Location: North-East Singapore

*** Mention DataYoshi when applying ***

As the innovation leader in the logistics industry, Deutsche Post DHL Group (DPDHL) focuses on output-oriented innovation management. DHL Asia Pacific Innovation Center (APIC) drives trend research and development of innovative and future-ready supply chain solutions in addition to serve as a regional platform for collaborative innovation with customers, industry partners, research institutes and academia.
Formed in 2016, DHL Applied Analytics is a part of APIC and aims to spearhead the design and development of innovative customer-centric analytics solutions towards the development of new business concepts and value-add across the supply chain.
If you are a dynamic team player with an entrepreneurial spirit to make a change with your skill set and potential, we’d like to welcome you to explore the career opportunities available with DHL Applied Analytics


Key Accountabilities
Analytics Solution Design and Development
  • Design and implement innovative solutions using statistical models, machine learning and other data mining techniques
  • Handle challenges of analyzing real-world data, such as incompleteness, bias, class imbalance and high volatility
  • Create effective visualizations and dashboards to communicate insights with end-users
  • Support the development and deployment of scalable and robust software solutions, working with IT solutions engineers

Project Management
  • Engage with customer management teams to understand business requirements, project scope and develop a sound project plan
  • Think strategically and creatively, to exploit data science for a competitive advantage
  • Manage project implementation (for analytics scope only) to ensure that solutions are delivered on time and on requirements
Knowledge Development and Management
  • Research and experiment with new advances in analytical methods, algorithms and tools to deepen and develop new capabilities (i.e. deep learning, optimization, parallel computing)
  • Elevate team competencies by sharing the latest trends and best practices
  • Support knowledge management by ensuring that learnings and insights arising from conferences, projects and industry engagements are documented
REQUIREMENTS
  • 2-5 years experience in Data Science, Analytics
  • Experience with Python, including packages such as NumPy, Pandas and scikit-learn
  • Experience in training, selecting and tuning machine learning models, employing techniques like data preparation, feature engineering, cross-validation and bagging/ boosting.
  • Experience in data visualization tools or libraries such as Tableau, Power BI or packages in Python or Javascript
  • Experience with RDBMS such as MySQL, PostgreSQL, MongoDB, MS SQL Server
  • Good verbal and written communication skills
  • Good project management and organization skills
  • Enjoy self-direction, self-learning and creativity
  • Good team player
  • Nice to have:
  • Experience in developing NLP (Natural Language Processing) and image recognition models
  • Experience with deployment and maintenance of models in production, e.g. APIs with capped response time, performance monitoring, automatic retraining and tracking data/ model lineage
  • Experience with cloud platforms like Azure or GCP, especially in relation to data science
  • Experience with Docker, Kubernetes and other supporting container platforms/ tools
  • Experience in data crawling including popular social APIs and web scraping
  • Experience with application development, particularly full stack web development
  • Experience with Hadoop

GL62664
Singapore, North East, Singapore
Category
Not Specified
Posted Date
03/04/2021
Professionals
Full-time
Permanent
Customer Solutions & Innovation
DHL Express (Singapore) Pte. Ltd.

*** Mention DataYoshi when applying ***

Offers you may like...

  • Dstillery

    Data Scientist, Machine Learning Engineering
    Remote
  • FireEye, Inc.

    Staff Data Scientist - Remote USA
    New York, NY 10018
  • TARGET PHARMASOLUTIONS

    Data Scientist
    Durham, NC 27713
  • LegalZoom

    Staff Data Scientist
    Remote
  • Raytheon Technologies Corporate

    Senior Data Scientist
    Atlanta, GA 30326