Senior Data Scientist
Há 5 horas
**About the job Senior Data Scientist**:
What's this job all about?
A key element to help PTC Group grow is to use an unprecedented amount of data available to make smart decisions.
Data Science team is an agile and international team spread across different countries. Data Scientists are working closely with Big Data engineers, business stakeholders and Product owners. Data Science team is involved in various projects (to name a few):
- Delivery route optimisation
- Product image similarity
- Product/Restaurant recommendations
- User segmentations
- User search queries segmentation
- Fraud detection
- Loan default prediction
To take us to the next level, we are looking for a proactive Data Scientist with hands-on experience with either of the said areas.
Main responsibilities
- Being responsible for one of our data science projects
- Mentor junior data scientists involved in the project
- Develop end-to-end understanding of business
- Owns business KPIs attached to the project
- Evaluate models and fine tune model parameters considering the business problem behind
- Designing, implementing, and analyzing AB tests
- Be able to work autonomously on complex projects proposing innovative solutions where appropriate
- Working closely with data / bigData engineers to deploy the models into production and ensure scalability
**Requirements**:
- PhD or Master degree (with 4+ years of experience) in data science or similar field
- Very comfortable using pandas, numpy, scikit-learn, xgboost and matplotlib
- Experience in one or more programming languages (Python, R, etc.)
- Advanced SQL
- Knowledge of applied statistics (fit regression curves, build predictive models, statistical significance)
- Experience with A/B testing
- Good communication skills
- Nice to have: experience in NLP, Deep Learning related libs (e.g. TensorFlow, Keras, PyTorch), PySpark, Solver
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