Job Description:
Data Scientist Internship - Deep Learning Portland, OR This internship position is scheduled to begin in May/June 2017 We are looking for internship candidates in machine learning and data science with strong software engineering skills and a background in deep learning. The team carries out applied research in ML and designs, develops and deploys models to the rest of Cambia. The team has developed and applied various ML algorithms including Neural Networks, Logistic Regression, Random Forest, LDA topic modeling for several healthcare products. Responsibilities: -Gather large data sets in a distributed storage and design the analytical approach -Build an understanding of the healthcare domain and combine with a broad and deep knowledge of ML domain to make contributions to the feature roadmap for the health care problem solving platform. -Apply coding skills to platform development projects in partnership with other scientists & engineers on team. -Adapt machine learning (e.g. neural network) algorithms to best exploit modern parallel environments (e.g. EC2 with GPU) Minimum Qualifications: -Recent graduate or currently enrolled in graduate degree program focused on Machine Learning, Big Data, Computer Science, Statistics, Bioinformatics, Computational Linguistics or related degree program (individuals who have completed their degree in the last six months are also encouraged to apply). -Broad and deep knowledge of machine learning and deep learning research -Experience with a modern deep learning framework (e.g. Tensorflow/Theano). -Knowledge in Python, C/C++, Java, and/or C#. -Interest and passion for deep learning and distributed representations. -Demonstrated ability to analyze large amounts of data -Practical ability to visualize data, communicate effectively about data, and utilize data effectively -Interpersonal skills, cross-group and cross-culture collaboration -Problem solving capabilities -Proven track record of achieving results -Demonstrated software engineer experience via an internship, work experience, coding competitions, or PhD papers -Excellent oral and written communication skills -Ability to think creatively and to work well both as part of a team and as an individual contributor -Demonstrated ability to work with minimal direction, with the ability to coordinate complex activities -Minimum 3.0 cumulative grade point average The following skills/experiences/knowledge are a plus: -Background with sequence modeling (e.g. RNN, LSTM, GRUs) is a plus. -Experience building systems based on machine learning and/or deep learning methods. -Experience with cloud computing and distributed systems. -Knowledge of health plan operations. -Practical deep learning research or project experience.
Additional Info:
Cambia’s Data and Technology Solutions Department delivers innovative data and technology products, services, and solutions that will help drive Cambia to its person-focused health care transformation. Whether we're creating new products or helping customers, people at Cambia are builders at heart. Our national teams are constantly iterating, solving problems, and working together to make the customer engagement process easier, faster and more enjoyable. And we're just getting started. About Us: At Cambia, we advocate for transforming the health care system. You aren’t satisfied with the status quo and neither are we. We're looking for individuals who are as passionate as we are about transforming the way people experience health care. We offer a competitive salary and a generous benefits package. We are an equal opportunity employer dedicated to workforce diversity and a drug and tobacco-free workplace. All qualified applicants will receive consideration for employment without regard to race, color, national origin, religion, age, sex, sexual orientation, gender identity, disability, protected veteran status or any other status protected by law. A drug screen and background check is required. Cambia’s portfolio of companies spans health care information technology and software development; retail health care; health insurance plans that carry the Blue Cross and Blue Shield brands; pharmacy benefit management; life, disability, dental, vision and other lines of protection; alternative solutions to health care access; and free-standing health and wellness solutions. We have nearly a century of experience in developing and providing health solutions to serve our members. We had our beginnings in the logging communities of the Pacific Northwest as innovators in helping workers afford health care. That pioneering spirit has kept us at the forefront as we build new avenues to improve access to and quality of health care for the future.[Click Here to Access the Original Job Post]
Data Scientist Internship - Deep Learning Portland, OR This internship position is scheduled to begin in May/June 2017 We are looking for internship candidates in machine learning and data science with strong software engineering skills and a background in deep learning. The team carries out applied research in ML and designs, develops and deploys models to the rest of Cambia. The team has developed and applied various ML algorithms including Neural Networks, Logistic Regression, Random Forest, LDA topic modeling for several healthcare products. Responsibilities: -Gather large data sets in a distributed storage and design the analytical approach -Build an understanding of the healthcare domain and combine with a broad and deep knowledge of ML domain to make contributions to the feature roadmap for the health care problem solving platform. -Apply coding skills to platform development projects in partnership with other scientists & engineers on team. -Adapt machine learning (e.g. neural network) algorithms to best exploit modern parallel environments (e.g. EC2 with GPU) Minimum Qualifications: -Recent graduate or currently enrolled in graduate degree program focused on Machine Learning, Big Data, Computer Science, Statistics, Bioinformatics, Computational Linguistics or related degree program (individuals who have completed their degree in the last six months are also encouraged to apply). -Broad and deep knowledge of machine learning and deep learning research -Experience with a modern deep learning framework (e.g. Tensorflow/Theano). -Knowledge in Python, C/C++, Java, and/or C#. -Interest and passion for deep learning and distributed representations. -Demonstrated ability to analyze large amounts of data -Practical ability to visualize data, communicate effectively about data, and utilize data effectively -Interpersonal skills, cross-group and cross-culture collaboration -Problem solving capabilities -Proven track record of achieving results -Demonstrated software engineer experience via an internship, work experience, coding competitions, or PhD papers -Excellent oral and written communication skills -Ability to think creatively and to work well both as part of a team and as an individual contributor -Demonstrated ability to work with minimal direction, with the ability to coordinate complex activities -Minimum 3.0 cumulative grade point average The following skills/experiences/knowledge are a plus: -Background with sequence modeling (e.g. RNN, LSTM, GRUs) is a plus. -Experience building systems based on machine learning and/or deep learning methods. -Experience with cloud computing and distributed systems. -Knowledge of health plan operations. -Practical deep learning research or project experience.
Skills :
- Machine Learning
- Modeling
- Programing in C
- Programing in C++
- Programing in Python
- Programming in C#
- Programming in Java
- Software Design
Areas :
Additional Info:
Cambia’s Data and Technology Solutions Department delivers innovative data and technology products, services, and solutions that will help drive Cambia to its person-focused health care transformation. Whether we're creating new products or helping customers, people at Cambia are builders at heart. Our national teams are constantly iterating, solving problems, and working together to make the customer engagement process easier, faster and more enjoyable. And we're just getting started. About Us: At Cambia, we advocate for transforming the health care system. You aren’t satisfied with the status quo and neither are we. We're looking for individuals who are as passionate as we are about transforming the way people experience health care. We offer a competitive salary and a generous benefits package. We are an equal opportunity employer dedicated to workforce diversity and a drug and tobacco-free workplace. All qualified applicants will receive consideration for employment without regard to race, color, national origin, religion, age, sex, sexual orientation, gender identity, disability, protected veteran status or any other status protected by law. A drug screen and background check is required. Cambia’s portfolio of companies spans health care information technology and software development; retail health care; health insurance plans that carry the Blue Cross and Blue Shield brands; pharmacy benefit management; life, disability, dental, vision and other lines of protection; alternative solutions to health care access; and free-standing health and wellness solutions. We have nearly a century of experience in developing and providing health solutions to serve our members. We had our beginnings in the logging communities of the Pacific Northwest as innovators in helping workers afford health care. That pioneering spirit has kept us at the forefront as we build new avenues to improve access to and quality of health care for the future.[Click Here to Access the Original Job Post]