What are the responsibilities and job description for the Data scientist position at 47Billion?
Job Details
Role: AI Data Scientist
Location: Plano, TX
NLP, LLM, RAG, GenAI, Python, 10-13 years experience
Job Description:
- Able to write a concept paper can take it from idea to implementation
- Partner with Engineering, Business and Technical Product to make and meet project commitments in an agile framework; rapidly delivering value to our customers via technology solutions
- Mentor junior data scientists to successfully deliver software and business value
- Responsible for continuous improvement for alerts, monitors and telemetry
- Communicate with stakeholders, subject matter experts, and colleagues to identify new means of approaching problems in the medical coding field
- Design novel methods in machine learning and launch them to production with the help of data engineers and deployment software engineers
- Perform independent analysis of trends in medical coding and production performance of statistical models
- Demonstrate leadership in the context of machine learning engineering and direct the research direction of a multidisciplinary team focused on deep learning and LLM approaches
- Stay abreast of leading-edge technologies in machine learning and deep learning, participate and lead in research talks and white paper reviews
- Participate in research meant to ensure alignment of models to ethical standards to ensure machine learning models perform without harm to users
- 5 years of experience in machine learning or data science: data analysis, algorithm design, model architecture specification, machine learning algorithm implementation
- 4 years of experience working with teams that leveraged three or more of the following: continuous integration/continuous delivery tools, REST API development, serverless architecture, containerization, IaC, public/private cloud, web applications, web services, application observability and/or messaging/stream architecture.
- Machine learning model development, transformer architectures, data trend analysis
- 4 years of coding experience with Python or R, with emphasis on libraries from Pytorch, Hugging Face, and pandas
- 1 years of production experience with cloud and big data technologies
- 1 years of agile development experience
- Legally authorized to work in the US without any restrictions. Proof will be required
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