Senior Machine Learning Engineer
New
G
goPro Consultancy Group ltd.IT Services
United States, normal office hours of Geneva, SwitzerlandFull-TimeSenior
Salary not disclosed
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Job Details
- Languages
- English
- Experience
- 5+ years
- Required Skills
- DockerPythonSQLJavaKubernetesMachine LearningPyTorchC++NosqlTensorflow
Requirements
- Master degree.
- 5+ years of experience with programming languages such as C/C++, Java, Perl or Python.
- 5+ years of experience with OO design and common design patterns.
- 5+ years of experience with data structures, algorithm design, problem-solving, and complexity analysis.
- 3+ years of experience developing cloud software services with an understanding of scalability, performance, and reliability.
- Excellent skills in machine learning engineering with Python frameworks (PyTorch, TensorFlow, Caffe, Pandas, SciPy, OpenCV, Scikit-Learn).
- Academic or industry experience with standard AI and ML techniques, NLU, and scientific thinking.
- Experience with RDBMS (MariaDB, MySQL, Postgres, SQL) and NoSQL databases (Elastic Search, MongoDB, Cassandra).
- Experience with container technologies (Kubernetes, Docker).
- Proficiency with BASH and Git.
- Fluent in English.
Responsibilities
- Conduct quantitative research applying advanced statistical learning methods to build robust models for forecasting stock risk and returns.
- Build efficient tools and scalable systems for the team.
- Perform idea generation, back-end testing, and implementation.
- Evaluate new datasets for potential inclusion in Machine Learning models.
- Design and deliver Machine Learning Models and services supporting the Learning Experience Platform.
- Build core and support systems and develop new features.
- Maintain core and support systems by updating source codes and allied repositories.
- Develop technical documentation and maintain active tech repositories for all tech activities.
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