Senior Machine Learning Engineer
Red Cell Partners- Full Time
- Senior (5 to 8 years)
Candidates should possess a Bachelor’s or Master’s degree in Data Science, Computer Science, Statistics, Economics, or a related field, and have 2-6 years of industry experience in building and deploying machine learning solutions and simulations, along with 1-3 years of experience in logistics/operations. Strong data manipulation and programming skills in Python and SQL, and hands-on experience with libraries such as Pandas, NumPy, Scikit-Learn, and XGBoost are required, as well as in-depth expertise in a range of machine learning and statistical techniques. Experience with Git, AWS, and deep learning models is advantageous.
As a Senior Data and Applied Scientist, you will design, build, and maintain predictive machine learning models and simulations to optimize solutions across Pattern, communicate potential model improvements and data needs, continuously optimize the quality of machine learning models, conduct research to integrate new data sources and innovate in feature engineering, analyze large datasets to extract actionable insights, and work closely with data science teams across different regions (US and India) to ensure seamless collaboration and knowledge sharing. You will also follow code standards and best practices, perform root cause analysis to determine accuracy defects, and drive improvements.
Ecommerce acceleration and competitive analysis
Pattern.com focuses on ecommerce acceleration, particularly on Amazon, by providing a free digital shelf management software that analyzes data from millions of searches and products. This tool uses machine learning to give brands insights into their competition, helping them optimize their product listings. Unlike competitors, Pattern.com offers both free tools and premium services, including market insights and consultancy, to help brands grow on Amazon. The company's goal is to empower brands to enhance their visibility and sales on one of the largest online marketplaces.