Job ID:
Job date: 2017-07-11
End Date:
Company : We Care Staffing Country : Role : Research Scientist
Job date: 2017-07-11
End Date:
Company : We Care Staffing Country : Role : Research Scientist
Job Description:
As a principal data scientist in machine learning at Roche Sequencing 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. Skills:
Additional Info:
Job Type: Full-time[Click Here to Access the Original Job Post]
As a principal data scientist in machine learning at Roche Sequencing 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. 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
Requeriments :
Skills :
- DNA sequencing
- Machine Learning
- Programing in C
- Programing in C++
- Programing in Python
- Programing Skills
- Programming in Matlab
Areas :
Additional Info:
Job Type: Full-time[Click Here to Access the Original Job Post]