Machine/Deep Learning Engineer - Data Science (2-4 yrs)

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