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Data Scientist II (BTI, Bioinformatics)

Children's National Medical Center
remote work
United States, D.C., Washington
Jan 21, 2025
Description

The Brain Tumor Institute (BTI) Bioinformatics Core at Children's National Hospital is seeking a highly skilled Bioinformatics Scientist to join our team. This position will play a critical role in advancing research of multiple PIs focused on uncovering oncogenic mechanisms in pediatric brain tumors and identifying novel therapeutic targets. The Bioinformatics Scientist will engage in basic and translational research projects and contribute to tool development, such as interactive applications for visualizing complex genomic data.

The role involves close collaboration with researchers and clinicians within both Children's National as well as external partners. The successful candidate will report to the Director of the BTI Bioinformatics Core and contribute bioinformatics analyses to focused projects based on PI needs, participate in collaborative activities in the BTI such as code review and/or workshop training, and contribute to grant applications and scientific manuscripts.

Key Responsibilities:




  • Perform high-quality bioinformatics analyses on pediatric oncology datasets, including genomic, transcriptomic, and epigenomic data.


  • Design and implement downstream analytical workflows for high-throughput data using our GitHub, Docker, and AWS infrastructure, focusing on reproducibility, code efficiency, and scalability.


  • Utilize cloud-computing environments (e.g., AWS EC2) and/or high-performance computing (HPC) to support large-scale or memory-intensive analyses.


  • Actively and positively participate in sprints and code reviews, ensuring high standards for reproducibility and documentation.


  • Engage with multidisciplinary teams, providing bioinformatics expertise to support collaborative research initiatives.



Application Process:

This position will be in-person or hybrid. Candidates should be prepared to share their GitHub handle and present a recent project as part of the interview process.

Qualifications

  • A Bachelor's degree in a quantitative/statistical or business field (e.g., Statistics, Mathematics, Engineering, Computer Science).
  • M.S. in Bioinformatics, Computational Biology, or a related field, or equivalent industry experience.
  • Requires deep functional knowledge with 3 years of related experience, or equivalent experience acquired through accomplishments of applicable knowledge, duties, scope and skill reflective of the level of this position.


  • At least five years of experience in bioinformatics, with expertise in Bash, R or Python, RShiny and or Python GUI applications.


  • Proficiency with cloud-based or high-performance computing environments for bioinformatics workflows.


  • Strong experience with tools and best practices for reproducibility, including Git and Docker.


  • Proven experience with genomic data types such as single nucleotide variants (SNVs), copy number variants, fusions, RNA expression, methylation, proteomics, and splicing data.


  • Commitment to open science practices, including sharing and collaborating on code, data, and documentation.


  • Knowledge of pediatric oncology and genomics.
  • Experience working in a heavily regulated industry. Healthcare is a plus.
  • Advanced course in machine learning and programming.
  • Experience working with global distributed multicultural teams.
  • Experience with agile leadership.
  • Experience with building, delivering and maintaining production ready machine learning models.
  • Knowledge of statistical data analysis and machine learning such as linear models, time series forecasting, neural network, random forest and NLP models, etc.
  • Expert in Python coding and utilization of machine learning and statistical packages for modeling.
  • Experience with database skills, SQL, NoSQL, coding for ETL.
  • In depth understanding of machine learning algorithms such as random forest, neural network, graph models, NLP, etc.
  • Familiarity with Spark, Azure, Databricks, MLFlow AutoML.
  • Experience and familiarity with backlog management tools and resources, ideally with JIRA and Confluence.
  • Seeks to acquire knowledge in area of specialty.
  • Ability to identify basic problems and procedural irregularities, collect data, establish facts, and draw valid conclusions.
  • Ability to work independently.
  • Demonstrated analytical skills.
  • Demonstrated project management skills.
  • Ability to communicate and make recommendations to leadership.
  • Ability to drive multiple projects to successful completion.
  • Possesses technical aptitude.
  • Excellent verbal and written communication skills, communicate complex findings in a clear and understandable manner
  • Excellent facilitation ability to host sessions and elicit ideas from others, understanding their issues and encourage group participation
  • Attention to detail.
  • Communicate complex findings in a clear and understandable manner
  • Collaborate effectively with cross-functional teams
  • Adapt to changing priorities and thrive in a dynamic environment



Preferred Skills:



  • Ph.D. in Bioinformatics, Computational Biology, or a related field, or equivalent industry experience.


  • Strong organizational and project management skills, with the ability to work on multiple projects and teams.


  • Excellent communication skills, with the ability to work in cross-disciplinary teams.


Organizational Accountabilities
Organizational Accountabilities (Staff)
Organizational Commitment/Identification



  • Anticipate and responds to customer needs; follows up until needs are met


Teamwork/Communication



  • Demonstrate collaborative and respectful behavior


  • Partner with all team members to achieve goals


  • Receptive to others' ideas and opinions


Performance Improvement/Problem-solving



  • Contribute to a positive work environment


  • Demonstrate flexibility and willingness to change


  • Identify opportunities to improve clinical and administrative processes


  • Make appropriate decisions, using sound judgment


Cost Management/Financial Responsibility



  • Use resources efficiently


  • Search for less costly ways of doing things


Safety



  • Speak up when team members appear to exhibit unsafe behavior or performance


  • Continuously validate and verify information needed for decision making or documentation


  • Stop in the face of uncertainty and takes time to resolve the situation


  • Demonstrate accurate, clear and timely verbal and written communication


  • Actively promote safety for patients, families, visitors and co-workers


  • Attend carefully to important details - practicing Stop, Think, Act and Review in order to self-check behavior and performance

Primary Location : District of Columbia-Washington
Work Locations :
Remote Work Location
111 Michigan Avenue NW
Washington 20010
Job : Information Technology
Organization : Ctr Cancer & Immunology Rsrch
Position Status : R (Regular) - FT - Full-Time
Shift : Day
Work Schedule : 9:00-5:30 PM
Job Posting : Dec 27, 2024, 6:18:13 PM
Full-Time Salary Range : 92684.8 - 154460.8
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