Data Scientist

4 weeks ago

Makati, Philippines OneByZero Full time
Overview

OnebyZero is a dynamic and fast-growing Singapore-based APAC-focused specialist Data & AI consulting company. We provide cutting-edge solutions that help businesses transform and thrive in the digital age. We utilise data, artifical intelligence, and machine learning to unlock new opportunities and drive growth. Our mission is to empower businesses with innovative Data and AI solutions, fostering transformative growth and sustainable success.

Role

Role Overview: Data Scientist

As a Data Scientist / Machine Learning Engineer, you will play a crucial role in the development and implementation of cutting-edge artificial intelligence products and solutions for our customers.

Responsibilities
  • You will work on a variety of challenging problems involving descriptive, diagnostic, predictive and prescriptive analytics with customers in industries such as financial services, telecommunications, retail and gaming.
  • You will build and operationalize models such as customer segmentation, purchase propensity, recommendation, churn, anomaly detection, and time-series prediction models.
  • You may use algorithms from packages such as scikit-learn, statsmodels, xgboost, TensorFlow, and PyTorch.
  • You’ll apply state-of-the-art MLOps practices to evaluate, manage, and deploy models to production.
  • We are looking for creative thinkers to help us innovate as we work with customers and to develop reusable assets that can work across engagements.
  • As you deploy models in production, you will uphold a high standard of code quality and contribute to documentation and tests for code and models.
Qualifications Basic Qualifications
  • Degree in Computer Science or related field from a top university. Preference for MS or PhD.
  • 2–4 years of experience in Machine Learning or related roles.
Skills We Are Looking For
  • Proficiency in data mining and machine learning techniques.
  • Understanding of software engineering principles and ability to write clean, maintainable, and testable code.
  • Experience with Python and ML/toolkits such as pandas, scipy, numpy, scikit-learn, prophet, xgboost, TensorFlow, and PyTorch on Linux.
  • Experience with Jupyter notebooks.
  • Strong presentation and communication skills and ability to interact with customers.
Preferred Qualifications
  • Experience with SQL and NoSQL databases.
  • Experience with Big Data systems (Databricks, Kafka, Flink, etc.).
  • Experience in distributed ML techniques (e.g., Ray).
  • Experience in telecommunications, financial services, or retail domains.
  • Experience in other programming languages, especially Javascript.
  • Knowledge of data visualization packages, in Python and outside.
  • Experience with BI tools like Tableau, PowerBI, Apache Superset, etc.
  • Have an AWS (or Azure or GCP) ML Certification.
Benefits
  • An opportunity to be part of an agile, highly proficient and experienced AI/ML team.
  • An opportunity to work on challenging data science and machine learning problems with customers and seeing your work deployed in action.
  • A fast-paced software development environment that uses the latest open-source tools across the development stack.
About OneByZero

OnebyZero is a dynamic and fast-growing Singapore-based APAC-focused specialist Data & AI consulting company. We provide cutting-edge solutions that help businesses transform and thrive in the digital age. We utilise data, artificial intelligence, and machine learning to unlock new opportunities and drive growth. Our mission is to empower businesses with innovative Data and AI solutions, fostering transformative growth and sustainable success.

Job location

Makati, National Capital Region, Philippines

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