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Data Scientist, Customer Solutions and Innovation

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Data Scientist, Customer Solutions and Innovation

  • Location:

    Singapore

  • Sector:

    LMA Asia Technology

  • Job type:

    Permanent

  • Salary:

    Negotiable

  • Contact:

    Ashraf Ali

  • Job ref:

    BBBH368135_1666946354

  • Published:

    about 1 month ago

  • Expiry date:

    2022-11-27

  • Client:

    LMA

Key Accountabilities

1. Analytics Solution Design and Development
* Design and implement innovative solutions using statistical models, machine learning and other data mining techniques.
* Handle challenges of analysing 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.

2. 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.

3. 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.

Knowledge, Skills & Experience

* 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.

Company Reg No.: 201131609D, Licence No.: 11C4684, Reg No: R1655133