Job ID: 14876BR
Job date: 2017-12-15
End Date:
Company : athenahealth Inc Country : Role : Research Scientist
Job date: 2017-12-15
End Date:
Company : athenahealth Inc Country : Role : Research Scientist
Job Description:
In the US, physicians face huge informational challenges – from dealing with mountains of formulaic email to wrestling with arcane insurance rules to finding at-risk patients in their large client pools. Athenahealth’s Data Science group is using advanced machine learning and AI to develop a new generation of smart tools that can help physicians by reducing their paperwork, finding at-risk patients, providing key information at the right time, and overall allowing physicians to focus on what’s important: spending time with patients. Key ideas include: Deep neural networks (DNN), information extraction, natural language processing (NLP), learning to rank, Bayesian learning and inference, time series analysis, Markov chains, hidden Markov models, principle component analysis (PCA), anomaly detection, user modeling, stochastic methods, scaling, performance. Education, Experience and Skills Required:
Additional Info:
Company Overview: athenahealth is a pioneering company in electronic medical records and health practice management; all under a single-instance, cloud-based, software-enabled services platform. We are building the first national health information backbone to improve healthcare delivery and develop new healthcare applications. Multiple Data Scientist Roles at athenahealth!! Join us to use cutting edge machine learning to unbreak healthcare in the U.S.[Click Here to Access the Original Job Post]
In the US, physicians face huge informational challenges – from dealing with mountains of formulaic email to wrestling with arcane insurance rules to finding at-risk patients in their large client pools. Athenahealth’s Data Science group is using advanced machine learning and AI to develop a new generation of smart tools that can help physicians by reducing their paperwork, finding at-risk patients, providing key information at the right time, and overall allowing physicians to focus on what’s important: spending time with patients. Key ideas include: Deep neural networks (DNN), information extraction, natural language processing (NLP), learning to rank, Bayesian learning and inference, time series analysis, Markov chains, hidden Markov models, principle component analysis (PCA), anomaly detection, user modeling, stochastic methods, scaling, performance. Education, Experience and Skills Required:
- Advanced degree (PHD, MS) in relevant field. For example, but not limited to: physics, math, computer science, or bioinformatics
- 3+ years of professional experience designing, building, training, deploying and evaluating machine learning models in production software environments at scale
- OR Bachelor’s degree in relevant field plus 5+ years of experience
- Excellent verbal communication and business writing skills
- Experience collaborating with cross functional teams
- Familiarity with modern software engineering practice
- Proficiency with at least one programming language (such as Python, C/C++, Java, Perl)
- Familiarity with Linux/Unix/Shell environments
- Familiarity with data analysis languages and tools such as Python/Jupyter+scikit-learn/Tensorflow, R/RStudio
- Healthcare experience
- Agile/Scrum methodology experience
- Proficiency with relational databases and SQL
- Experience with big data and analysis technologies such as Hadoop, Spark, H2O
- AWS experience
- You love to own & lead dynamic, important work, and have always excelled regardless of your prior field or role
- You find it difficult to turn down a good challenge; you ask a lot of questions & appreciate when others do so too
- You excel at building relationships
- You possess an eagerness to learn and disseminate new knowledge
- You can communicate technical information to non-technical audiences
- You are flexible and can change with the environment, industry and business demands
- You have strong project management abilities, ideally using agile methodologie
Requeriments :
Skills :
- Lunix/Unix
- Machine Learning
- Programing in C
- Programing in C++
- Programing in Python
- Programming in Java
- Programming in PERL
- Shell scripting
- SQL
Areas :
Additional Info:
Company Overview: athenahealth is a pioneering company in electronic medical records and health practice management; all under a single-instance, cloud-based, software-enabled services platform. We are building the first national health information backbone to improve healthcare delivery and develop new healthcare applications. Multiple Data Scientist Roles at athenahealth!! Join us to use cutting edge machine learning to unbreak healthcare in the U.S.[Click Here to Access the Original Job Post]