layiq

/la·yiq/adjective

worthy; deserving; fitting; suitable.

A role, opportunity, or path that merits attention, time, and pursuit.

LAYIQ - Machine Learning Expert at Oxy

M.S. or Ph.D. in Geophysics, Applied Mathematics, Physics, Computer Science, or a related quantitative field.
Minimum 5 years of hands-on (post academic) FWI experience: you have personally run full-waveform inversion on real seismic data. Familiarity with FWI from coursework or literature alone is not sufficient for this role.
Demonstrated experience applying machine learning to geophysical or other physics-based scientific problems.
Working knowledge of seismic imaging and the numerical methods behind it: wave propagation, inverse problems, and optimization.
Proficiency in Python and hands-on experience with PyTorch, including training, validation, and performance evaluation.
Experience working with large scientific datasets and computational workflows.
Sound scientific judgment: the ability to design a fair comparison, recognize a result that is too good to be true, and communicate uncertainty honestly.
Additional Desired Qualifications: Experience with neural operators, implicit neural representations, generative models, or physics-informed neural networks applied to wave-equation problems.
Experience combining wave physics with ML, including differentiable modeling and inversion.
Uncertainty quantification, surrogate modeling, or ML-assisted optimization for expensive geophysical workflows.
GPU, HPC, or distributed computing experience; AWS in particular.
Experience with offshore or Gulf of America seismic data.
Effective use of AI-assisted coding tools to accelerate development and debugging of scientific workflows.
A record of research prototypes that reached production use.
Occidental does not offer sponsorship of employment-based nonimmigrant visa petitions for this role.
Recruitment Fraud
It has come to our attention various individuals and/or organizations are contacting people falsely pretending to recruit on behalf of Oxy. Please be aware that these recruiting scams and communications do not originate nor are they associated with our recruitment process. All Oxy job postings and offers will require a completed application through our company website.
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Use recruiting or placement agencies that charge candidates an advance fee of any kind or
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All qualified applicants will receive consideration for employment without regard to age, race, creed, color, religion, sex, national origin, ancestry, disability status, veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status or any other basis as protected by federal, state, or local law.

Machine Learning Expert

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