Predictive Analytics Specialist
hace 1 semana
At GMV, we are committed to enhancing our operations and services through innovative data-driven solutions. Our team is engaged in the development of predictive models and continuous improvement initiatives, utilizing extensive data in the realm of public transportation. The key responsibilities include:
- Designing, constructing, and maintaining robust data infrastructure and databases.
- Developing and optimizing ETL processes for efficient data integration, transformation, and loading.
- Conducting thorough data analysis to uncover trends, perform statistical evaluations, and create insightful visualizations.
- Implementing machine learning models to forecast trends and behaviors.
- Creating and managing dashboards and BI implementations to enhance data accessibility and comprehension for end-users.
WHAT WE SEEK IN OUR TEAM:
We are looking for professionals who thrive in a stable environment and possess expertise in:
- Deploying predictive models in production settings (Python FastAPI, .NET Core, C++, etc.).
- Utilizing the Python data stack (Pandas, NumPy, Scikit-learn, Pytorch, etc.).
- Managing ETL transfers and database platforms.
- Performing statistical analysis.
- Understanding machine learning principles and implementing predictive models.
- Applying technical fundamentals of optimization techniques (non-convex optimization with gradient descent, heuristics, Mixed-Integer Linear Programming, discrete optimization, etc.).
WHAT WE OFFER:
We provide a hybrid working model along with 8 weeks of teleworking outside your usual geographical area each year.
Enjoy flexible start and finish times, along with intensive working hours on Fridays and during the summer.
We support your career growth with a personalized career plan, training opportunities, and language learning assistance.
Our company encourages national and international mobility. If you are relocating from another country, we offer a relocation package.
We provide competitive compensation with regular reviews, flexible benefits, and discounts on various brands.
Our wellbeing program includes health, dental, and accident insurance, along with free fruit and coffee, and training for physical, mental, and financial health.
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