
Data Scientist, Mid-level
Cadastra
full-time
Posted on:
Location Type: Remote
Location: Remote • 🇧🇷 Brazil
Visit company websiteJob Level
Mid-LevelSenior
Tech Stack
AWSAzureCloudGoogle Cloud PlatformNumpyPandasPythonSQL
About the role
- Work on building and implementing models focused on generating business value, actively collaborating with the team to refine hypotheses.
- Build and maintain pipelines for data extraction, transformation, and analysis, ensuring data integrity and availability.
- Perform data cleaning and preprocessing to ensure consistency for modeling.
- Apply statistical methods for data exploration, visualization, and interpretation to generate actionable insights for business stakeholders.
- Implement and tune machine learning algorithms and mathematical optimization models to solve assigned problems.
- Monitor the performance of deployed models, apply evaluation metrics, and propose continuous improvements.
- Document processes and present technical and business results in a structured manner to the team and stakeholders.
- Support the setup of pipelines for deploying models in cloud environments, ensuring scalability.
Requirements
- Proficiency in Python for data analysis and data manipulation (Pandas, NumPy)
- Intermediate to advanced knowledge of SQL
- Practical experience with Git and collaborative workflows
- Familiarity with Google Cloud Platform (GCP) or similar cloud providers (AWS/Azure)
- Hands-on experience building optimization models using frameworks such as Pyomo or Google OR-Tools
- Knowledge of mathematical solvers (Gurobi, CBC, GLPK, SCIP, etc.)
- Experience with optimization problems, with emphasis on linear programming (LP) and/or mixed-integer linear programming (MILP)
- Knowledge of time series modeling and forecasting techniques
- Strong knowledge of descriptive and inferential statistics
- Ability to work autonomously, proactively seek technical solutions, and communicate effectively with team members.
Benefits
- Meal and grocery allowance on a FLASH card 🥗
- Home office allowance on a FLASH card 💳
- Health insurance 🩺
- Dental plan 🦷
- Birthday day off + credit loaded to the FLASH card 🎉
- Extended maternity and paternity leave 🍼
- Profit-sharing (PLR) 💰
- Life insurance 🧡
- Childcare allowance 👶
- Referral bonus 💰
- Commuter benefit / transport voucher 🚍
- Clude | Health platform 🩺
- TotalPass / fitness platform 🏋🏽♀️
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
PythonPandasNumPySQLGitGoogle Cloud PlatformAWSAzurePyomoGoogle OR-Tools
Soft skills
autonomyproactive problem solvingeffective communication