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- 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.
- Minimum 3 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, NLTK, Spacy libraries.
- Familiarity with machine learning frameworks like Keras, TensorFlow and PyTorch.
- Hands-on experience with generative AI and Transformer models.
- Hands-on experience training a deep learning model, hyper parameter tuning.
- Knowledge of Relational and NoSql databases.
- Knowledge of model optimisation, TfLite, Onnx and OpenVino.
- Outstanding analytical and problem-solving skills.
- Familiarity with MLOps and end to end machine learning pipelines.
- Good to Have
- Knowledge of R programming language.
- Hands on with reinforcement learning algorithms.
Bombay Softwares - Navi Mumbai, India - Bombay softwares
Description
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 job successfully, you need exceptional skills in statistics & programming.
Your ultimate goal will be to shape and build efficient self-learning :
Mandatory :