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Machine Learning Scientist - 136202

Machine Learning Scientist - 136202

UC San DiegoSan Diego, CA, United States
Hace 6 días
Tipo de contrato
  • A tiempo completo
Descripción del trabajo

Scripps Institution of Oceanography

8622 Kennel Way, San Diego, CA 92037, United States

#136202 Machine Learning Scientist

Filing Deadline : Tue 11 / 11 / 2025

Apply Now

UC San Diego values and welcomes people from all backgrounds. If you are interested in being part of our team, possess the needed licensure and certifications, and feel that you have most of the qualifications and / or transferable skills for a job opening, we strongly encourage you to apply.

This is a two (2) year 100% Contract position. This appointment may be extended or converted to career status based on the needs and funding of the department.

DESCRIPTION

The CW3E machine learning team is recruiting a scientist to work on the development of artificial intelligence (AI) data-driven weather prediction models. The successful candidate will apply their background and expertise in computational science to develop, support, and execute projects of broad scope and complexity that addresses CW3E's objectives, with a focus on modeling, analyzing, and predicting extreme weather and water events.

The position will contribute directly to ongoing developments at CW3E in the domain of AI weather modeling and prediction, including novel architecture and ensemble design. May also develop innovative deep learning-based post-processing methods for quantitative precipitation forecasting (QPF) as well as forecasting other relevant variables, e.g., temperature, integrated water vapor transport (IVT) for the benefit of water management.

Communicates research findings through peer-reviewed journal publications, conference presentations, technical reports, and other publications, as needed. May give technical presentations to associated research and technology groups and management, and represent the organization at national and international meetings, conferences, and committees. Supports proposal development and contributes to ongoing efforts on the strategic growth of computing platforms and improvement of data management procedures.

QUALIFICATIONS

Bachelor's degree in related area and / or equivalent experience. Master degree or PhD in meteorology, atmospheric sciences, climate science or related field preferred.

Experience in implementing machine learning methods in weather / climate research, analysis of dynamical model (e.g., WRF) outputs, and publishing research results.

Thorough skills associated with statistical analysis and systems programming. Strong experience in scientific programming, working in a Unix environment, and with scripting languages such as Python, R, or Matlab is highly desirable.

Thorough skills in analysis and consultation. Experience in handling numerical weather prediction model simulations, and developing methods for deterministic and probabilistic predictions of hydrometeorological variables.

Research skills at a level to evaluate alternate solutions and develop recommendations. This includes proposing new analyses, new conceptual ideas, or new workflow recommendations.

Experience using common machine learning software (Tensorflow, Keras, PyTorch, Scikit-Learn, etc.) on cloud computing environments (AWS, Azure, etc.).

Knowledge of operational forecasting models and products from NOAA and ECMWF. Knowledge of observational and reanalysis data sets relevant to US West coast meterology and climate.

Thorough knowledge of research function. In-depth experience as an independent researcher.

Skills in project management. Strong time management skills. Demonstrated ability to prioritize tasks and meet deadlines.

Skills to communicate complex information in a clear and concise manner both verbally and in writing. Skills in scientific writing for peer-reviewed journal publications, scientific graphical representation, and experience presenting at scientific conferences (oral and poster presentations).

Excellent interpersonal skills including thoughtfulness, diplomacy and flexibility with the ability to work independently or within ateam framework in conjunction with principles of community with staff, faculty, researchers, and students.

SPECIAL CONDITIONS

  • Job offer is contingent upon satisfactory clearance based on Background Check results.

Pay Transparency Act

Annual Full Pay Range : $88,000 - $161,600 (will be prorated if the appointment percentage is less than 100%)

Hourly Equivalent : $42.15 - $77.39

Factors in determining the appropriate compensation for a role include experience, skills, knowledge, abilities, education, licensure and certifications, and other business and organizational needs. The Hiring Pay Scale referenced in the job posting is the budgeted salary or hourly range that the University reasonably expects to pay for this position. The Annual Full Pay Range may be broader than what the University anticipates to pay for this position, based on internal equity, budget, and collective bargaining agreements (when applicable).

Apply Now

If employed by the University of California, you will be required to comply with our Policy on Vaccination Programs, which may be amended or revised from time to time. Federal, state, or local public health directives may impose additional requirements.

To foster the best possible working and learning environment, UC San Diego strives to cultivate a rich and diverse environment, inclusive and supportive of all students, faculty, staff and visitors. For more information, please visit UC San Diego Principles of Community .

The University of California is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, age, protected veteran status, or other protected status under state or federal law.

For the University of California's Anti-Discrimination Policy, please visit : https : / / policy.ucop.edu / doc / 1001004 / Anti-Discrimination

UC San Diego is a smoke and tobacco free environment. Please visit smokefree.ucsd.edu for more information.

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