About the job Data Scientist at Independence Blue Cross (IBX)
About Independence Blue Cross (IBX)
Independence Blue Cross (IBX) is the leading health insurance organization serving more than 8.5 million people in 25 states and Washington, D.C., including more than 2.5 million in Philadelphia, PA. They enhance the health and well-being of the people and communities they serve for more than 80 years.
They deliver innovative and competitively priced healthcare products and services; pioneer new ways to reward doctors, hospitals, and other healthcare professionals for coordinated, quality care; and support programs and events that promote wellness. https://www.ibx.com/
What you will be working on
You will join the Advanced Analytics team and work with business areas (e.g., clinical services, pharmacy, sales, marketing, product development, actuarial, operations, etc.) to understand business needs that can be addressed by extracting actionable information from available data assets.
Build classification, regression, and potentially NLP models that are responsive to business needs
Manage end-to-end process from understanding the business problem, selecting training data, model development and evaluation, to delivering/deploying models in the business setting and presenting the results
Contribute to the ongoing development of a robust data science pipeline within the Google Cloud environment
Keep current with new technologies, methodologies, and applications related to ML model development and architectures
Contribute to manuscript preparation for peer-reviewed publications.
Experience in building classification and regression ML models and pipelines using cloud services (GCP preferred)
Experience with ML frameworks/tools such as scikit-learn, pandas, Numpy, caret, TensorFlow, Keras, Spark, Spacy, Pytorch, XGBoost, Caffe/Caffe2, CNTK, etc.
Knowledge of state-of-the-art ML algorithms such as BERT, ELMo, GPT, GPT-2, XLNET, T5, LSTMs, CRFs, etc., API’s, and open-source methods.
Knowledge and experience with Github, Bitbucket, or equivalent versioning systems
Experience with NLP tools/methods such as OpenNLP, Stanford NLP, LSA, LDA, Gensim, FastText, NLTK, spaCy.
Experience with OHDSI tools and the OMOP data models
Record of publishing in peer-reviewed journals
Experience with working with health care administrative claims data (ICD-10, MS-DRG, CPT, HCPCS)
Strong purpose: Bring your drive for excellence, team orientation, and customer commitment to renew and reimagine the business and shape the future of health care
A diverse and an intellectually stimulating work environment
You will automatically enroll in the Turing Talent Leadership Programme, designed for technical individuals to accelerate your career and personal development.
Contract type: permanent employment
Start Date: ASAP
Work location: Partially remote with some travel to the HQ in Philadelphia, USA involved.
Number of positions available: 1
About Turing Talent Leadership Program
Founded by people from Google, Meta, Microsoft and McKinsey, Turing Talent is revolutionizing what a tech career looks like. Don’t settle just for any job! Find a platform to GROW! We pair jobs with a holistic leadership program specifically for tech professionals to accelerate your career and personal development. https://www.turingtalent.org/leadershipprogram