Principal Data Scientist
hace 6 meses
Dreaming big is in our DNA. It’s who we are as a company. It’s our culture. It’s our heritage. And more than ever, it’s our future. A future where we’re always looking forward. Always serving up new ways to meet life’s moments. A future where we keep dreaming bigger. We look for people with passion, talent, and curiosity, and provide them with the teammates, resources and opportunities to unleash their full potential. The power we create together - when we combine your strengths with ours - is unstoppable. Are you ready to join a team that dreams as big as you do?
Role Description
- Lead the Data Science domain in the team
- Partner with a cross-functional team of MLOps engineers, data engineers, other data scientists and product managers to deliver products.
- Build machine learning models through all phases of development, from design through training, evaluation, validation, and implementation in production.
- High-English proficiency is required (technical and business language).
Must Have
- Proficient coding in Python (at least 5 years of professional programming).
- Experience with any code versioning tool (Git/ Github preferred)
- Proficient in SQL and ETLs.
- Strong understanding and work experience in data modeling and machine learning techniques (e.g., regression, classification, forecast).
- Machine learning and statistics frameworks or libraries (Sklearn, XGBoost, LightGBM, Statsmodels, PyTorch, Tensorflow, etc.).
- Experience with data wrangling libraries (Pandas).
- Experience using cloud platforms (Azure, AWS, Google Cloud).
Bonus (Nice to Have)
- Experience with recommender systems.
- Experience developing ETLs.
- Linux intermediate user level (commands, file system, package managers, etc).
- Experience with Big Data tools (pySpark, Dask, Databricks).
- Experience using Azure cloud platform.
- Experience in working in Agile.
- High-level understanding of MLOps processes like:
- CI/CD.
- Model deployment.
- Software architecture (pattern designs).
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