ML Engineer

Who We Are: OnebyZero is a data-first customer strategy firm offering end-to-end business transformation. Headquartered in Singapore with local presence in the US, Philippines and India, and with a team of expert practitioners and technologists, we deliver sustainable business outcomes using AI/ML.

As a 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. You will be working on a variety of challenging problems involving descriptive, diagnostic, predictive and prescriptive analytics with customers in different industries such as financial services, telecommunications, retail and gaming. You will be tasked with building and operationalizing models such as customer segmentation models, purchase propensity models, recommendation models, churn models, anomaly detection models, time-series prediction models, etc.  You may use a variety of algorithms from packages such as scikit-learn, statsmodels, xgboost, tensorflow and pytorch. You’ll also use state-of-the-art MLOps practices to help evaluate different models, manage them and deploy them to production. Finally, we are looking for creative thinkers to help us innovate as we work without customers and help develop reusable assets that can work across different customer engagements. Since you’ll be working on deploying models in production, you are also responsible for upholding a high standard of code quality, and writing and maintaining documentation and tests for the code you write and models you develop.

Requirements

Basic Qualifications

• Degree in Computer Science or related field from a top university. Preference will be given to candidates with MS or PhD degrees. 
  

• 4+ years experience in Machine Learning or similar roles
  

Skills we are Looking For

• Proficiency in data mining and machine learning techniques
  

• Understanding of basic software engineering design principles, and the ability to write clean, well-structured, maintainable and testable code
  

• Experience with Python and its machine learning/data mining toolkits, such as pandas, scipy, numpy, scikit-learn, prophet, xgboost, tensorflow and pytorch on Linux
  

• Experience using data science notebooks like Jupyter
  

• Good presentation and communication skills, and ability to interact with customers
  

• Experience of deploying models on cloud platforms like AWS, Databricks, GCP or Azure 
  

Preferred Qualifications

• Experience with SQL and NoSQL databases
  

• Experience in working with Big Data systems (such as Databricks, Kafka, Flink, etc.).
  

• Experience in distributed ML techniques (such as 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 in BI tools like Tableau, PowerBI, Apache Superset, etc.
  

• Have an AWS (or Azure or GCP) ML Certification
  

Benefits

We provide a competitive salary and benefits package, a vibrant work environment, and numerous opportunities for professional growth. You'll have the opportunity to work with a team of industry experts on exciting projects that transform businesses and create significant value. Join us to revolutionize the way companies leverage technology for digital transformation.

OnebyZero is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.