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Data Scientist III
Location
Brazil
Posted
95 days ago
Salary
0
Seniority
Senior
Job Description
Data Scientist III
Grupo Boticário
• Elicit technical requirements and propose efficient data-oriented solutions. • Define and implement data models to meet business requirements. • Develop Data Science solutions involving supervised and unsupervised models, predictive modeling, and exploratory analyses. • Execute all stages of the Data Science solution lifecycle: business understanding, feature/variable preparation, model development, and performance validation. • Assist in building and maintaining data engineering pipelines, ensuring scalability and security. • Design and implement model usage and monitoring practices together with business areas. • Implement systems and routines that ensure data quality and consistency. • Maintain technical documentation for implemented solutions. • Communicate complex insights simply and effectively to non-technical stakeholders. • Interact with professionals across different profiles and seniority levels in a dynamic, changing environment.
Job Requirements
- Experience with supervised and unsupervised machine learning models (feature engineering, hyperparameter optimization, cross-validation, interpretation, and evaluation metrics).
- Knowledge of descriptive statistics, inference, and probability.
- Proficiency in Python and data ecosystem libraries.
- Strong experience in SQL (preferably GCP BigQuery).
- Ability to create custom features and data pipelines, with experience in cloud environments (preferably GCP) and BigQuery.
- Knowledge of Generative AI solutions for process optimization or new functionality.
- Analytical and creative thinking to develop solutions that meet different needs.
- Ability to deliver fast MVPs and iterate based on business feedback, balancing academic rigor with delivery needs.
- Comfortable working in horizontal, multidisciplinary teams.
- Interest in continuously learning about the business area you will work with — its processes, metrics, and main pain points.
- Good verbal and written communication.
- Preferred**
- Experience with code versioning tools (Git) and Cloud.
- Knowledge of experimentation (design and evaluation of experiments, A/B testing, multivariate testing).
- Experience deploying models to production.
- Knowledge of data ingestion technologies and strategies.
- Experience with data orchestration tools (Airflow, Luigi, Kubeflow, etc.).
- Knowledge of the BusinessMap management tool.
Benefits
- Here, your Health is a priority
- . Medical and dental plans
- . Medication assistance
- . Health allowance for family members
- . Free psychotherapy sessions
- . Telemedicine and second medical opinion
- . Free flu vaccination
- . Health care programs
- For your Nutrition
- . Meal voucher or local restaurant allowance (depending on the work model)
- . Food allowance
- . Holiday/Christmas food voucher
- Ensuring Well-Being and Quality of Life across all areas
- . Gym and fitness studio plan
- . Home office allowance (for hybrid and remote work models)
- . Pet health plan
- . Birthday day off
- . Up to 40% discount on our products
- . Employee association (partnerships and agreements, multi-brand store, TotalPass gyms, courses, and more!)
- . Travel and accommodation program
- For Family, our most precious asset
- . Childcare assistance
- . Child nutrition credit
- . Babysitter allowance
- . School supplies assistance
- . Legal, psychological and social guidance
- . Support for non-traditional parents
- . Extended parental leave (180 days for mothers and 120 days for fathers)
- Mobility for your on-site commute
- . Transportation voucher and parking (for hybrid and on-site models)
- Financial security for protection and peace of mind
- . Life insurance
- . Support in the event of a parent's death
- . Private pension plan
- . Payroll-deductible loans
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