Job Description:
We’re currently looking for a talented Senior Machine Learning Scientist who is eager and enthusiastic.The candidate would love challenging problems and if challenges seem exciting and you fit the requirement outlined below - please apply! Responsibilities:
Additional Info:
At GenapSys we are working to change the world of healthcare and diagnostics. Our team brings together an incredibly diverse and multidisciplinary set of backgrounds and skills – from software developers, data scientists, electrical and mechanical engineers, to physicists, chemists, microfluidic engineers, molecular biologists, mathematicians and more. Together we will advance scientific and medical knowledge and improve human health through cheaper, faster, and more accurate DNA sequencing technologies. Benefits & Perks :
We’re currently looking for a talented Senior Machine Learning Scientist who is eager and enthusiastic.The candidate would love challenging problems and if challenges seem exciting and you fit the requirement outlined below - please apply! Responsibilities:
- Actively participate in design and modification of models for machine learning
- Analyze prediction data and revise existing machine learning models and efforts
- Provide feedback to signal processing and algorithm teams for further improvement
- Monitor data integrity and quality and alert team members when inconsistencies arise and help troubleshoot the problem
- Hands-on experience with development of Deep Learning models, various Neural Network concepts, classification algorithms
- Demonstrated experience in one or more Deep Learning platforms: TensorFlow, Theano, Torch, DL4J
- Strong mathematical skills. Working experience in Statistics is a plus
- Experience with open source ML tools
- Strong familiarity with Linux environment
- Prior experience in developing Next-Gen Sequencing related solutions is a plus
- Demonstrated experience in one or more programming languages: Python, Java, Matlab, R
- PhD or MS in Computer Science, Computational Biology, Math, Physics or a related field with > 2 years’ experience, we also consider very strong candidates with a BS degree
- Ability to work collaboratively with primary analysis team, software developers, and the life science team
- Strong communication skills
Requeriments :
- M.Sc. or higher Degree in computational biology
- M.Sc. or higher Degree in Computer Science
- Technical Bachelor
Skills :
- Lunix/Unix
- Machine Learning
- Mathematics
- Next Generation Sequencing
- Programing in Python
- Programing Skills
- Programming in Java
- Programming in Matlab
- Programming in R
- Statistics
Areas :
Additional Info:
At GenapSys we are working to change the world of healthcare and diagnostics. Our team brings together an incredibly diverse and multidisciplinary set of backgrounds and skills – from software developers, data scientists, electrical and mechanical engineers, to physicists, chemists, microfluidic engineers, molecular biologists, mathematicians and more. Together we will advance scientific and medical knowledge and improve human health through cheaper, faster, and more accurate DNA sequencing technologies. Benefits & Perks :
- Competitive compensation and stock options
- Anthem Blue Cross PPO and Kaiser Medical (including for dependents)
- Excellent Dental and Vision through Guardian
- Fully sponsored Life, Short and Long-term Disability insurance
- FSA, 401(k) retirement plan
- Stocked kitchen and beverages, daily catered gourmet lunches
- Weekly Fancy High Tea and Happy Hours
- Free complex onsite gym membership
- Learning and growth opportunities