Staff Scientist – Data Science/Machine Learning

tendersglobal.net

The Office of Surgical Research (OSR) within the Michael E. DeBakey Department of Surgery is seeking a Staff Scientist to develop advanced analytic tools (data mining, machine learning, and artificial intelligence) for research projects using surgical data. The Staff Scientist will collaborate with research faculty and other research personnel to design and conduct research experiments using machine learning algorithms and creating predictive models.  The ideal candidate must demonstrate a robust background in data science and machine learning, encompassing the application of statistical methods, the creation of predictive models, and the development of machine learning algorithms. Proficiency in Python, MATLAB, and R, combined with experience in signal and image analysis, as well as familiarity with electronic health data, will be distinct advantages.

Job Duties

  • Plan, direct, and conduct research projects related to surgical data.
  • Collect, clean, and preprocess structured and unstructured data from various sources to build high-quality datasets for analysis.
  • Analyze large amounts of data to find patterns and solutions.
  • Develop prediction systems and machine learning algorithms to select features, create and optimize classifiers.
  • Design and conduct experiments to validate findings.
  • Prototype, troubleshoot, and fine-tune machine learning models for outcome predictions relevant to surgery.
  • Evaluate machine learning training using tools such as precision-recall metrics, receiver-operator curves, and confusion matrices.
  • Present data to investigators.
  • Author scientific manuscripts.

Minimum Qualifications

  • Doctoral Degree. Experience may not be substituted in lieu of degree.
  • Three years of post doctoral research experience.

Department Specific Criteria

  • Background in data science and machine learning, encompassing the application of statistical methods, the creation of predictive models, and the development of machine learning algorithms.
  • Proficiency in Python, MATLAB, and R, combined with experience in image analysis.
  • Familiarity with electronic health data.

 

 

Baylor College of Medicine is an Equal Opportunity/Affirmative Action/Equal Access Employer.

Apply on website (This will open in a new window from which you will be automatically redirected to an external site after 5 seconds)
To help us track our recruitment effort, please indicate in your email/cover letter where (tendersglobal.net) you saw this job posting.

Share

Recent Posts

Tender Manager für die Energiewende (w/m/d)

Job title: Tender Manager für die Energiewende (w/m/d) Company Hitachi Job description Job Description: Gestalten…

27 minutes ago

Behavioural Analysis and Strategy Development for SBC Consultancy Uganda

tendersglobal.net Call for Expressions of Interest Anticipated timeframe: Between 6 January 2025 through to 31…

37 minutes ago

Procurement Assistant

tendersglobal.net OBJECTIVES OF THE PROGRAMMEObjectifs du programme et objectifs strategiques immediatsLes Unites de Gestion et…

37 minutes ago

Senior Development Manager – (Maternity cover)

tendersglobal.net ABOUT US The WHO Foundation (WHOF), launched in May 2020 and headquartered in Geneva,…

37 minutes ago

Technical Officer (Health Service Management)

tendersglobal.net OBJECTIVES OF THE PROGRAMME The Division of Country Health Policies and Systems (CPS) assists…

37 minutes ago

1 adjoint.es au responsable de communauté Emmaüs REDENE

tendersglobal.net   L’Association de Communautés Emmaüs  recrute 1 Adjoint.e au Responsable de communauté pour la…

37 minutes ago
For Apply Button. Please use Non-Amp Version

This website uses cookies.