Job Description:
As a principal data scientist in machine learning at Roche Sequecing Solutions Santa Clara, you will explore an exciting new application of neural networks. Your role will involve architecting and training models on proprietary DNA sequencing data, generated by our high throughput single molecule sequencing instrument. This role will require a firm grasp of signal processing concepts for raw voltage signal pre-processing as well as intuition about model architectures and training. Due to the complexity of our sequencing instrument and multidisciplinary nature of the team, you will be working directly with scientists from a variety of fields, including physics, biochemistry, electrical engineering and software engineering. If you are passionate about machine learning, big data, medical diagnostics and challenging scientific research problems we’d like to hear from you! Responsibilities Include: -Model design and training. -Raw signal preprocessing. -Application of statistical models to characterize behavior of an ensemble of single molecule sensors. -Data exploration and collaboration with scientists from a diverse set of fields to advance Genia’s DNA sequencer technology development. Who you are: You’re someone who wants to influence your own development. You’re looking for a company where you have the opportunity to pursue your interests across functions and geographies. Where a job title is not considered the final definition of who you are, but the starting point. Skills: -Hands on Deep Learning experience using TensorFlow, Theano or similar. -Scientific programming experience in Python, especially numpy / pandas / scikitlearn / matplotlib or the equivalent, such as Matlab and C/C++ experience and willingness to learn Python. -A firm grasp of signal processing concepts. -Experience with distributed computing or cloud implementation. -Previous exposure to fields of bioinformatics, natural language processing, or similar Background. -Ph.D. or equivalent experience in computer science, information theory, physics, electrical engineering, computational biology, or statistics. -Demonstrated potential to lead complex, long-term projects. -Desire to work as part of a team in a startup-like environment.
Additional Info:
Who we are: At Roche, 91,700 people across 100 countries are pushing back the frontiers of healthcare. Working together, we’ve become one of the world’s leading research-focused healthcare groups. Our success is built on innovation, curiosity and diversity. Roche is an equal opportunity employer and strictly prohibits unlawful discrimination based upon an individual’s race, color, religion, gender, sexual orientation, gender identity/expression, national origin/ancestry, age, mental/physical disability, medical condition, marital status, veteran status, or any other characteristic protected by law.[Click Here to Access the Original Job Post]
As a principal data scientist in machine learning at Roche Sequecing Solutions Santa Clara, you will explore an exciting new application of neural networks. Your role will involve architecting and training models on proprietary DNA sequencing data, generated by our high throughput single molecule sequencing instrument. This role will require a firm grasp of signal processing concepts for raw voltage signal pre-processing as well as intuition about model architectures and training. Due to the complexity of our sequencing instrument and multidisciplinary nature of the team, you will be working directly with scientists from a variety of fields, including physics, biochemistry, electrical engineering and software engineering. If you are passionate about machine learning, big data, medical diagnostics and challenging scientific research problems we’d like to hear from you! Responsibilities Include: -Model design and training. -Raw signal preprocessing. -Application of statistical models to characterize behavior of an ensemble of single molecule sensors. -Data exploration and collaboration with scientists from a diverse set of fields to advance Genia’s DNA sequencer technology development. Who you are: You’re someone who wants to influence your own development. You’re looking for a company where you have the opportunity to pursue your interests across functions and geographies. Where a job title is not considered the final definition of who you are, but the starting point. Skills: -Hands on Deep Learning experience using TensorFlow, Theano or similar. -Scientific programming experience in Python, especially numpy / pandas / scikitlearn / matplotlib or the equivalent, such as Matlab and C/C++ experience and willingness to learn Python. -A firm grasp of signal processing concepts. -Experience with distributed computing or cloud implementation. -Previous exposure to fields of bioinformatics, natural language processing, or similar Background. -Ph.D. or equivalent experience in computer science, information theory, physics, electrical engineering, computational biology, or statistics. -Demonstrated potential to lead complex, long-term projects. -Desire to work as part of a team in a startup-like environment.
Requeriments :
Skills :
- Bioinformatics
- DNA sequencing
- Machine Learning
- Programing in C
- Programing in C++
- Programing in Python
- Programming in Matlab
- Statistics
Areas :
Additional Info:
Who we are: At Roche, 91,700 people across 100 countries are pushing back the frontiers of healthcare. Working together, we’ve become one of the world’s leading research-focused healthcare groups. Our success is built on innovation, curiosity and diversity. Roche is an equal opportunity employer and strictly prohibits unlawful discrimination based upon an individual’s race, color, religion, gender, sexual orientation, gender identity/expression, national origin/ancestry, age, mental/physical disability, medical condition, marital status, veteran status, or any other characteristic protected by law.[Click Here to Access the Original Job Post]