What are the responsibilities and job description for the AI Data Scientist position at Intellectt Inc?
AI Data Scientist
Plano, TX (Onsite)
Long Term Contract
Skills: NLP, LLM, RAG, GenAI, Python,
Primary Responsibilities:
- Able to write a concept paper can take it from idea to implementation.
- 10-13 years’ experience.
- 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, HuggingFace, 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
Preferred Qualifications:
- M.S. or PhD in a computational domain
- Experience with SQL databases and query language
- Experience in AzureML, AWS, or cluster computing architectures
- Experience with Hybrid NLP solutions that combine symbolic and machine learning approaches
- Experience with XML and XSLT
- Proven Healthcare domain background
- IT full-stack engineering experience
