Senior Data Scientist

hace 4 semanas


Guadalajara, México Zigatta LLC A tiempo completo

**Data Scientist**:

- Guadalajara, México / Remote
- Full time
- Position 21-00092
- Published 1 year ago

**Required Skills**:

- Use statistical and machine learning techniques to create scalable solutions for vehicle telemetry data and video analysis, and perform R&D to drive the discovery of new generation mobility products.
- Establish scalable, efficient, automated processes for large-scale data analysis, model development, model validation, and model implementation.
- Drive adoption of best practices across organizations.
- Deliver production-ready code.
- Work with Product Owners to define the KPIs for machine learning projects.
- Prepare and present findings to both technical and non-technical audiences.
- Work within the constraints of time, budget, and resources capacities to align the global vision of this project.
- Develop and foster collaborative relationships with product, business, and engineering teams to effectively serve our customer needs.
- Excellent verbal and written communication skills.

**Desired Skills**:

- 5+ years of production experience working in Data Science or Software Engineering.
- 3+ years of production experience in Machine Learning, Computer Vision, Signal Processing, and/or Natural Language Processing (NLP).
- Solid production experience using Python (including NumPy) and SQL.
- Solid production experience using TensorFlow and/or PyTorch.
- Production experience with Apache Spark.
- Strong fundamentals in problem-solving, algorithm design, and complexity analysis.
- Experience implementing Machine Learning pipelines in production environments.
- Hands-on experience with web APIs, containers, CI/CD, and testing.
- Experience from working in Agile Scrum environments.
- Experience implementing solutions in a cloud environment (AWS, Azure, or Google Cloud).
- Experience working with data science in automotive telematics data and video is a plus.
- Experience in edge computing is a plus.

**About Zigatta**:


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