At Sensemore, we are enthusiastic about finding out new technologies, and we are looking for a team member who has this passion for learning and has a sense of responsibility. You will be working with our friendly team in the Magnet Office in ITU Maslak who’s looking forward to you exchanging their ideas.
Responsibilities
- Supporting the existing ML/AI projects
- Designing, training and verifying machine learning models
- Generating synthetic data from real-world dataset
- Prototype new technologies to create proof of concept projects
For this position what we are looking for;
- A 4th-grade student in Computer Science, Engineering, Mathematics, Physics or a related discipline
- Experience on digital signal processing, machine learning, AI and data analytics
- Excellent understanding of machine-learning, clustering and classification techniques, and their algorithms
- Strong programming skills in Python with model training, data analysis and visualization for massive amounts of data
- Experience on Python scientific packages and frameworks such as Pandas, Scikit-learn, SciPy, NumPy, Jupyter, TensorFlow, Keras etc.
- Experience on Python visualization packages e.g. Matplotlib, Seaborn
- Familiarity with version control tools e.g. Git
- Proficiency in Linux environment
- Have experience of Jupyter notebook/lab environment
- Theoretical background on Deep Neural Networks
- Fluent professional-level English
- Holistic thinking and problem-solving skills
- Enthusiastic for development and learning
It’s not required, but preferred, that you have:
- Knowledge on Digital signal processing
- Experience on time series forecasting and time series analysis
- Experience on data clustering for signal applications
- Knowledge on Matlab, C++
- Experience on Kaggle contest
- Practice on Cloud Platform’s machine learning Solutions (AWS Sagemaker)
- Experience on one of the deep learning frameworks (e.g. TensorFlow, Keras or PyTorch)