January 18, 2022
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Remote, India
January 18, 2022
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Job Description
We are seeking a Data Scientist to work on exciting client-facing projects.
You will be responsible for:
- Interpret messy structured and unstructured clinical data to produce actionable insights
- Work with parallelized and modular data ingest and machine learning techniques
- Improve the performance of Carta’s automation and machine learning pipelines
- Work with clinical experts to generate de-identified datasets for evaluating our ML algorithms
- Orchestrate the training, deployment, and evaluation of ML pipelines across multiple customer deployments.
- Collaborate with other team members and stakeholders.
Qualifications and Skills:
- Masters/PhD in Biomedical Informatics, Statistics, Computer Science or related field
- Strong understanding of the core principles of statistical/machine learning
- Experience working with clinical data
- Experience with Natural Language Processing tools (e.g. Spacy)
- Python expertise (4+ years' experience)
- Proficient understanding of code versioning tools (i.e. git)
- Familiarity with Jupyter notebooks or other data science tools
- Strong data visualization skills (Tableau, matplotlib, etc.)
- Experience with the FHIR standard for medical data
- Postgres or SQL expertise
- A hands-on, engaged approach to solving problems
- Excellent communication skills and experience in collaborative environments
- The desire to be continually learning about emerging technologies/industry trends
- Job is remote but candidates must be US-based.
Professional Competencies:
- Good verbal communication skills
- Works well in a small, fast paced, team
- Candidates must be highly motivated and self-sufficient, possess strong analytical and critical thinking skills and be able to adapt to new technologies quickly
- Persistent and creative at finding solutions to problems on your own; able to use documentation, Google searches, and trial and error to solve problems you have not seen before.