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Senior Data Scientist

DDV (PT. Digital Data Venture)

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5-7 Years
2 months ago
105 Viewed
0 Applied

Job Description

Job Description:

1. Analyze large amounts of data, design and build various Machine Learning/Deep Learning solutions to improve the business performance of the whole Lippo Group ecosystem utilizing Pyspark, Scala, R, SQL and Hadoop technology stack (Apache Spark, Hive, Druid, Airflow, etc)

2. Collaborate with Data Engineers, Data Architects to operationalize/productionize the models

3. Meet the business partners (Lippo subsidiaries) to solve real world business problems using data and propose solutions for effective decision making

Requirements:

1. Strong quantitative, analytical, and problem-solving skills

2. Experience in Data Analytics, Data Science area (especially utilizing Big Data Technology) 5 years

3. Solid understanding of Statistics/Machine Learning fundamentals and demonstrated experience in Python (Pyspark), Scala, and/or R

4. Experience in querying SQL databases, e.g. PostgreSQL, MySQL

5. Familiar with Big Data platform (Hadoop) and some Big Data stacks, such as Hive, Spark, Druid, Airflow

6. Experience in deploying Machine Learning models, .e.g. using FastAPI, Flask, Git, Airflow, etc.

7. Experience in retail and/or banking industry is a plus

8. Expreience in Machine Learning Operation Framework, such as MLFlow is a plus

9. A team player, willing to share ideas and collaborate together

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