2 дня назад
College Intern (AI/ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
College Intern (AI/ML): Building computational chemistry simulations and machine learning models for chemical property prediction with an accent on reaction modelling, DFT analysis, and chemical dataset development. Focus on evaluating reaction pathways, training predictive models in Python, and translating modelling results into actionable material and molecule design insights.
Location: Singapore, SGP; full-time onsite position. Relocation is not available.
Company
develops materials science and engineering solutions for semiconductor chips and advanced displays.
What you will do
- Investigate reaction pathways, molecular behaviour, catalytic mechanisms, reaction intermediates, and transition states using computational chemistry tools.
- Benchmark machine learning methods and Density Functional Theory to analyse molecular energetics, structures, and reactivity.
- Prepare input files, run simulations, analyse output data, and document computational results.
- Build, organise, and curate chemical datasets for machine learning.
- Develop regression, classification, and neural network models to predict physicochemical properties.
- Collaborate with chemists to interpret mechanistic insights and translate modelling results into material and molecule design insights.
Requirements
- Background in chemistry, chemical engineering, materials science, or a related field.
- Basic understanding of computational chemistry or quantum chemistry concepts.
- Good analytical thinking and attention to detail.
- Interest in combining theoretical chemistry with machine learning approaches.
- Full-time availability for an onsite role in Singapore; relocation is not available.
Nice to have
- Experience with Python and data analysis libraries such as NumPy, pandas, and scikit-learn.
- Experience with machine learning frameworks.
Culture & Benefits
- Supportive work culture focused on learning, development, and career growth.
- Opportunities to take on challenges and develop innovative solutions for customers.
- Employee health and wellbeing programs supporting personal and professional growth.
- No travel is required.
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