SDE 1 - ML
We are looking for a Machine Learning Engineer to help us create artificial intelligence products. Responsibilities include creating machine learning models and retraining systems. To do this jobsuccessfully, you need exceptional skills in statistics, coordinate systems and programming.
Your ultimate goal will be to shape and build efficient self-learning applications.
BS - 82
1+ yrs
1
Responsibilities
- Prepare and maintain metadata for different data models.
- Research and implement appropriate ML algorithms and tools.
- Train and optimise ML/DL models.
- Deploying models to production.
- Extend existing ML libraries and frameworks.
- Integrate existing ML services to the system.
Qualification & Skills
Mandatory
- Minimum 2 years of work experience in Machine Learning/Deep Learning.
- Deep knowledge of maths, probability, statistics, linear algebra, coordinate systems and algorithms.
- Understanding of data structures, data modelling and software architecture.
- Ability to write robust code in Python.
- Hands on experience with NumPy, Pandas, MatplotLib, Seaborn, OpenCV, Scikit-Learn libraries.
- Familiarity with machine learning frameworks like Keras, TensorFlow and PyTorch.
- Outstanding analytical and problem-solving skills.
- Hand on experience training a deep learning model, hyper parameter tuning.
- Familiarity with Linux.
Good to Have
- Knowledge of R programming language.
- Knowledge of Relational and NoSql databases.
- Knowledge of model optimisation, TfLite, Onnx and OpenVino.
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