Data Scientist - NPD

Kredivo Group; Daerah Khusus Ibukota Jakarta; On-site; USD 25.000 - 40.000; Full time

Job summary

A leading company in fintech is seeking a Data Scientist to innovate with deep learning and Generative AI technologies. The role involves developing models to enhance operational efficiencies such as eKYC and customer service, with a focus on cutting-edge machine learning techniques. Ideal candidates will have strong quantitative backgrounds and proficiency in Python, along with 3 years of relevant experience. Join a team dedicated to advancing data science capabilities and driving impactful business value.

Qualifications

• Minimum 3 years of relevant work experience.
• Proficiency in Python and experience in end-to-end deep learning models.
• Solid quantitative background in Computer Science, Mathematics, Statistics, etc.

Responsibilities

• Research, develop, and build POCs in Generative AI and other technologies.
• Develop and train deep learning models for eKYC and Customer Service applications.
• Contribute to improving data science capabilities at FinAccel.

Skills

Python

Deep Learning

Natural Language Processing

Computer Vision

Generative AI

Quantitative Analysis

English Communication

Education

Bachelor’s, Master’s, PhD in Quantitative Field

Tools

AWS

GCP

Unix Command Line

Job description

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:

• In the New Product Development (NPD) Team you will work on cutting edge technologies such as Generative AI, Foundation Models etc. to research, develop inhouse capabilities and build POCs that drive business values.
• Develop and train deep learning models, in Computer Vision (CV) and Natural Language Processing (NLP) domains to help with operations such as eKYC and Customer Service.
• 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 FinAccel to the next level.

About you:

• Minimum 3 years of relevant work experience.
• Bachelor’s, Master’s, PhD or equivalent experience in a quantitative field (i.e). Computer Science, Mathematics, Statistics, Econometrics, Engineering, Artificial Intelligence).
• Proficiency in Python.
• Experience in building end-to-end Deep Learning models e.g. CV or NLP models.
• Passionate and stays up to date about Generative AI technologies such as LLM, Stable Diffusion etc.
• Excellent English communication skills.

Bonus points (optional) for:

• Experience with unix command line
• Experience with working AWS and GCP
• Experience with finetuning LLM using LoRA or building RAG applications using frameworks like LangChain or LlamaIndex

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