Machine Learning

1 day ago


Singapore Atomionics Pte. Ltd. Full time $60,000 - $80,000 per year

At Atomionics, we build quantum gravimeters that are set to revolutionize the resource exploration industry. We are looking for a motivated intern with experience in time-series machine learning to contribute to the development of our high-performance sensors.

Responsibilities

  • Design and implement a machine learning model to map time-series data from support sensors to our quantum gravimeter data.

  • Evaluate model performance on both synthetic and experimental datasets.

  • Work closely with our multidisciplinary team to validate results and address challenges such as limited data coverage or overfitting.

  • Visualise the performance of the model as well as intermediate outputs.

Qualifications

  • Education background physics, engineering, or data science is highly desirable.

  • Hands on experience with neural networks applicable to time-series data

  • Strong Python programming skills: NumPy, SciPy, pandas, visualization packages

  • Proficient with ML libraries such as PyTorch/TensorFlow/Keras, etc.

  • Familiar with signal processing basics: Fourier transform, windowing, filtering

  • Analytical mindset

What can we offer you

  • A chance to learn about the intricacies of deep tech research, product development, and strategy in a high-growth startup
  • Work on the cutting edge of quantum technology
  • A book allowance to help you grow and collectively build the Atomionics library
  • Board games and curry night


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