Senior Data Scientist
Kredivo Group · Jakarta, ID
Sekilas tentang pekerjaan ini
Kredivo Group mencari Senior Data Scientist berpengalaman untuk bekerja di Jakarta dalam tim lintas disiplin dan negara. Peran ini mencakup pengembangan model Machine Learning, dari ide hingga implementasi, dengan fokus pada kandidat yang memiliki pengalaman relevan lebih dari 5 tahun.
Tugas utama
- Mengubah ide dan temuan menjadi model Machine Learning
- Membuat prototipe model risiko kredit dan pertumbuhan
- Meneliti cara meningkatkan model dengan memanfaatkan data perusahaan
- Berkolaborasi dalam tim lintas disiplin dan negara
Kualifikasi utama
- Pengalaman kerja relevan lebih dari 5 tahun
- Keahlian mendalam dalam risiko dan pengalaman 3–4 tahun membangun model risiko kredit
- Gelar Master, PhD, atau pengalaman setara di bidang kuantitatif
- Kuat dalam statistik dan matematika serta mampu membangun model prediktif end-to-end
- Python atau R, RDBMS dan NoSQL, serta komunikasi bahasa Inggris sangat baik
Ringkasan ini dibuat dengan AI dari deskripsi di bawah. Yang berlaku adalah deskripsi lengkapnya di situs Kredivo Group.
Deskripsi pekerjaan
As a Data Scientist you’ll be part of a team that is working on cutting edge machine learning models. You will work side by side with Analysts and Machine Learning Engineers and take full ownership of your work – from the initial idea-generation phase to the implementation of the final product. Our ideal candidate is result-focused, innovative, has a solid quantitative background and a good business understanding.
About the role
- Working in a multi-disciplined team across different countries. Take full ownership of turning discoveries and ideas into machine learning models.
- Prototyping diverse machine learning models, from credit risk to growth related models.
- Researching & Development on how to improve our models, by using our vast amount and unique set of data.
- Actively contribute to taking Data Science at Kredivo to the next level.
About you
- Minimum >5 years of relevant work experience.
- Masters, PhD or equivalent experience in a quantitative field (i.e). Computer Science, Mathematics, Statistics, Econometrics, Engineering, Artificial Intelligence).
- Capable of building robust end-to-end predictive models using the latest Machine Learning techniques and methodologies.
- Proficiency in Python or R.
- Exposure to RDBMS (i.e. MySQL, PostgreSQL) and No-SQL platforms (i.e. S3).
- Excellent English communication skills.
Bonus points (optional) for
- Experience with alternate data to evaluate credit risk.
- Experience in building end-to-end Deep Learning and/or NLP models.
- NON NEGOTIABLE -
- Deep risk domain expertise, building credit risk modelling (3-4yrs)
- Independent and good communication skills
- Strong in statistics and math
- Good to have: Experience working in finance institute
- #LI-AL1