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Temporary Machine Learning Research Assistant
Job Description
Posting Number
PG194360TMPosition Number
11ASO3279Position Type
TemporaryEssential Job Duties
As a “Temp Research Assistant” in the Sozzani Lab, your primary responsibilities will revolve around applying machine learning techniques to address key challenges in plant biology and agriculture. You will be tasked with developing and implementing novel algorithms and models to analyze complex biological data sets, such as genomic, physiological, environmental, and agronomic data. Additionally, you will collaborate with interdisciplinary teams to interpret results, generate actionable insights, and contribute to the advancement of plant science research.
This role presents a chance to utilize your proficiency in machine learning to make substantial impacts within the domain of plant sciences. The ideal candidate will possess a strong foundation in machine learning, data analytics, and computational biology, facilitating the smooth integration of computational methods with domain-specific knowledge. Moreover, proficiency in programming languages and tools such as Python, SQL, R, and MATLAB, will be essential for success in this role. Proficiency with High Performance Computing (HPC), CUDA, and Linux-based servers is a prerequisite.
This role presents a chance to utilize your proficiency in machine learning to make substantial impacts within the domain of plant sciences. The ideal candidate will possess a strong foundation in machine learning, data analytics, and computational biology, facilitating the smooth integration of computational methods with domain-specific knowledge. Moreover, proficiency in programming languages and tools such as Python, SQL, R, and MATLAB, will be essential for success in this role. Proficiency with High Performance Computing (HPC), CUDA, and Linux-based servers is a prerequisite.
Is Time Limited
NoJob City & State
Raleigh,NCDepartment
PMBClassification Title
Temporary-Technical/ParaprofessionalWorking Title
Temporary Machine Learning Research AssistantWork Schedule
25/hrs per weekOther Work/Responsibilities
- n/a
Minimum Experience/Education
- Relevant Master’s degree or Relevant Bachelor’s and 3 or more years of relevant experience, or relevant independent experience and education
Department Required Skills
- Proficiency in machine learning techniques, including supervised, unsupervised and self-supervised learning, deep learning, and statistical modeling.
- Strong programming skills in Python and R, with experience in data augmentation, visualization, and analysis.
- Familiarity with software tools commonly used in bioinformatics and computational biology (e.g., TensorFlow, PyTorch, scikit-learn).
- Application of data science methodologies across diverse use cases.
- Understanding of plant biology and familiarity with relevant biological data types.
- Ability to collaborate effectively with interdisciplinary teams and communicate complex technical concepts to diverse audiences.
- Demonstrated problem-solving abilities and a track record of delivering high-quality research outcomes.
- Prior experience applying machine learning techniques to biological or agricultural data sets.
Preferred Years Experience, Skills, Training, Education
- Experience with explainable AI (XAI) methods for visualization of deep-learning based neural network models, e.g. LIME and SHAP.
- Strong publication record in relevant peer-reviewed journals and conferences.
- Experience with cloud computing platforms and distributed computing frameworks for scalable data analysis.
Required License or Certification
- n/a
Valid NC Driver's License required?
NoCommercial Driver's License Required?
NoAnticipated Hiring Range
$20/hrJob Open Date
05/09/2024Quick Link
https://jobs.ncsu.edu/postings/201461AA/EEO
NC State University is an equal opportunity and affirmative action employer. All qualified applicants will receive consideration for employment without regard to race, color, national origin, religion, sex, gender identity, age, sexual orientation, genetic information, status as an individual with a disability, or status as a protected veteran. Individuals with disabilities requiring disability-related accommodations in the application and interview process are welcome to contact 919-515-3148 to speak with a representative at the Office of Institutional Equity and Diversity.
If you have general questions about the application process, you may contact Human Resources at (919) 515-2135 or workatncstate@ncsu.edu.
Final candidates are subject to criminal & sex offender background checks. Some vacancies also require credit or motor vehicle checks. Degree(s) must be obtained prior to start date in order to meet qualifications and receive credit.
NC State University participates in E-Verify. Federal law requires all employers to verify the identity and employment eligibility of all persons hired to work in the United States.
If you have general questions about the application process, you may contact Human Resources at (919) 515-2135 or workatncstate@ncsu.edu.
Final candidates are subject to criminal & sex offender background checks. Some vacancies also require credit or motor vehicle checks. Degree(s) must be obtained prior to start date in order to meet qualifications and receive credit.
NC State University participates in E-Verify. Federal law requires all employers to verify the identity and employment eligibility of all persons hired to work in the United States.
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