Machine/Deep Learning Engineer
1 month ago
Job Description :
- Finding available datasets online that could be used for training
- Defining validation strategies
- Defining the preprocessing or feature engineering to be done on a given dataset
- Defining data augmentation pipelines
- Training models and tuning their hyperparameters
- Analyzing the errors of the model and designing strategies to overcome them
- Deploying models to production
Essential Skill set/s :
- Proficient with FLASK/Fast API
- Proficient with MYSQL
- Proficiency with a deep learning framework such as TensorFlow or Keras
- Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas
- Proficiency with NLP framework such as NLTK, SPACY
- Proficiency with Matplotlib
- Expertise in visualizing and manipulating big datasets
- Proficiency with OpenCV
- Familiarity with Linux
- Familiarity with AWS
Desirable Skill set/s :
- Developing RESTful web services using frameworks such as Flask/FastAPI /Tornado/DRF
- Familiar with RDBMS like MySQL or PostGreSQL or Mongodb
- Experience with Git, Docker
(ref:hirist.tech)-
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