Data Science

  • DOKU
  • DKI Jakarta - Jakarta Selatan

  • IT

Info Detil :

  • Dirahasiakan
  • Full Time
  • Pria, Wanita
  • Minimal S1
  • Berpengalaman min 3 Tahun
  • Berakhir 10 September 2022

Posisi

Data Science

Skill yang dibutuhkan

Databases
Data Science
Data Analysis
Python

Deskripsi

- Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress.
- Analyzing the ML algorithms that could be used to solve a given problem.
- Exploring and visualizing data to gain an understanding of it.
- Identifying differences in data distribution that could affect performance when deploying the model in the real world.
- Verifying data quality, and/or ensuring it via data cleaning.
- Supervising the data acquisition process if more data is needed.
- Defining the preprocessing or feature engineering to be done on a given dataset.
- Defining validation strategies.
- Training models and tuning their hyperparameters.
- Analyzing the errors of the model and designing strategies to overcome them.
- Deploying models to production.

Persyaratan

- Bachelor's degree in a quantitative field (i.e. Mathematics, Statistics, Computer Science, Machine learning).
- Minimum 3 years of experience working in the Data Science/Analytics field. Fresh graduates are welcome. Proficiency with a Deep Learning Framework such as TensorFlow or Keras.
- Proficiency with Python and basic libraries for machine learning such as sci-kit-learn and pandas.
- Proficiency with data visualization libraries such as seaborn, matplotlib, etc.
- Proficiency with SQL and database structure.
- Proficiency with Probability and Statistics.
- Proficiency with OpenCV.
- Familiarity with at least one of the Python web frameworks (Flask, Django, etc).
- Familiarity with Linux.
- Familiarity with Cloud Platforms such as Google Cloud Platform and Alicloud.
- Familiarity with CI/CD.
- Ability to collaborate and communicate with various stakeholders.
- Able to demonstrate Critical Thinking.
- Experience with time series forecasting.
- Experience with model monitoring.

Tentang Perusahaan

DOKU is Indonesia's payments technology company.

Info Perusahaan

  • Artha Graha Building, 11th Floor, Jl. Jend Sudirman Kav 52-53, Jakarta Selatan, DKI Jakarta Indonesia, 12190, Jakarta Selatan, DKI Jakarta 12190
  • Belum ada informasi email
  • 0215150785
  • Belum ada informasi jumlah karyawan
  • http://www.doku.com

Lowongan Lainnya

Software Engineer (Hybrid)
PT Bank Aladin Syariah Tbk
  • 31 Juli 2022

  • DKI Jakarta

  • Pria, Wanita

Deskripsi:
The ideal candidate will be responsible for developing high-quality applications. They will also be responsible for designing and implementing testable and scalable code. This role is part of Data Engineering team. Responsibilities - Develop quality software applications (data platform related components) - Analyze and maintain existing software applications - Design highly scalable, testable code - ...
Mid-Senior Backend Engineer
PT JULO Teknologi Finansial
  • 31 Agustus 2022

  • Pria, Wanita

  • S1

Deskripsi:
Roles and responsibilities: - Analyze and systematically approach requirements and bugs reported, always coming up with practical short term and long term solutions that minimize complexity and maximize value. - Design and build modular components and reusable subsystems using various suitable tools, cloud services, and applications to scale complexity and scale massive ...
DevOps Engineer
Octopus Indonesia
  • 30 September 2022

  • DKI Jakarta

  • Pria, Wanita

Deskripsi:
- Implementing various development, testing, automation tools, and IT infrastructure - Defining and setting development, test, release, update, and support processes for DevOps operation - Monitoring the processes during the entire lifecycle for its adherence and updating or creating new processes for improvement and minimizing the wastage - Perform root cause analysis for ...