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Senior Data Scientist at Vertem | JobVerse
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Senior Data Scientist
Vertem
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Senior Data Scientist
Brasil
Full Time
2 weeks ago
No Visa Sponsorship
Apply Now
Key skills
AWS
Python
Scikit-Learn
Machine Learning
scikit-learn
XGBoost
LightGBM
MLflow
Data Engineering
Data Lake
Analytics
BI
Databricks
About this role
Role Overview
Develop, train and validate machine learning models applied to real business problems.
Work with large volumes of data stored in the corporate Data Lake on AWS.
Use the Databricks platform ecosystem for experimentation, training and productionalization of models.
Build data pipelines and model training pipelines.
Use Databricks AutoML features to accelerate experimentation and model generation.
Perform feature engineering and data preparation for analytical models.
Implement and maintain model deployment and scoring routines for machine learning in production.
Monitor model performance, assessing potential degradations and the need for re-training.
Collaborate with data engineering, BI and data product teams to turn data into scalable analytical solutions.
Support the evolution of the company's intelligence platform by contributing data science and machine learning best practices.
Requirements
Experience with Databricks.
Experience developing supervised and unsupervised machine learning models.
Knowledge of Databricks AutoML.
Experience deploying machine learning models to production.
Knowledge of model scoring and inference pipelines.
Experience with feature engineering and data preparation for analytical models.
Proficiency in Python for data science.
Experience with libraries such as:
scikit-learn
XGBoost
LightGBM
Experience working with data in Data Lake and Big Data environments.
Experience with MLflow.
Experience with monitoring and governance of machine learning models.
Experience in recommendation, segmentation or propensity modeling projects.
Experience with data environments on AWS.
Experience in advanced analytics projects and data product development.
Tech Stack
AWS
Python
Scikit-Learn
Benefits
Flex Office – 2 days remote (home office) and 3 days on-site.
Birthday day off – your special day, the way you prefer!
Flexible working hours – more autonomy to organize your schedule.
Health and dental plan (SulAmérica).
Life insurance (SulAmérica).
Psychological support – access to a platform with psychologists.
On-site massage – a moment of relaxation during your day.
Relaxation/break room – to recharge your energy.
TotalPass – access to gyms and physical activities.
Flexible meal or food allowance – BRL 41.91 per day.
Childcare assistance – for children up to 5 years old.
Transportation benefit (VT), parking or company shuttle – guaranteed mobility.
QultureRocks – performance management and development platform.
Education assistance – after 12 months with the company, we invest in your learning.
Inspiring and disruptive culture – a dynamic, collaborative and innovative environment.
Newborn kit – a special gift for new parents.
Internal events and engagement activities – team gatherings and moments of relaxation.
Exclusive benefits on special dates – because every special moment deserves to be celebrated!
Apply Now
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