Ai/ml Research Engineer

4 days ago

Singapore Seagate Technology Full time

**About our group**:
Seagate Research Group (SRG) conducts research to transform Seagate’s considerable technical expertise, innovation, and manufacturing excellence to develop innovative technologies for the rapidly growing datasphere.

**About the role - you will**:

- Optimizing data flow throughput for Storage solutions.
- Developing AI solutions tailored at the edge
- Profiling and analyzing AI workloads
- Engaging in simulation and modeling using physics-informed Machine Learning models (Theory-Trained Models).

**About you**:
We are looking for someone who is:

- A self-motivated and independent learner with a strong mathematical foundation in linear algebra, statistics, optimization, and calculus.
- Proficient in understanding Machine Learning and Deep Learning frameworks such as TensorFlow and PyTorch.
- Familiar with various ML approaches, including Supervised, Unsupervised, and Reinforcement Learning.
- Keen to stay updated on the latest ML developments and trends, such as Generative AI, Transformers, GPT, GANs, Autoencoders, and Diffusion AI, Physics-informed Neural Network.
- Possessing a proactive, can-do attitude, with a perpetual curiosity and willingness to learn.

**Your experience includes**:

- Currently pursuing a Bachelor's or Master degree in Computer Science, Engineering, Mathematics or a related field.
- Proficient in Python, with experience in TensorFlow, PyTorch, R-programming, and a lower-level programming language (C/C++ or Java).
- Knowledge or experience in one or more of the following areas:

- Machine Learning for vision or natural language processing (NLP)

**Location**:
**Location**: Shugart, Singapore
**Travel**: None

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