Junior Data Scientist

3 days ago

Bengaluru, India Vega Intellisoft Full time

"Location: Bangalore
- Experience: 3 to 5 Years
- N.P: immediate to 10 days
- Mandatory Skills:

- Junior data scientist with NLP & ML.- Minimum experience: 3 Years
- Must have
- 1. Foundations of statistics and machine learning (descriptive, inferential statistics, linear, tree and ensembled classifiers and regressors), Model metrics explanation)
- 2. Understanding of black box model explanation tools (SHAP, ICEPlot, Permutation Importance)
- 2. Strong knowledge on various NLP algorithms (Bag of Words, TF-IDF, Word2Vec, LDA, Transformers)
- 3. Working experience in creating TF-IDF, Word2vec or BERT models with custom data with optimized NLP pipelines
- 4. Conceptual understanding of RNN, LSTM- Good to have
- 1. Skills on Orchestration Platform such as Airflow
- 2. S/W Engineering skills and concepts (SOLID, Unit testing)
- 3. Understanding of REST APIs
- 4. Working knowledge on NOSQL/SQL database
- 5. Understanding SDLC, Bug tracking
- 6. Contributor to open source libraries
- PS: Showcase your original (not plagiarized) NLP work (Classification/Clustering) using public datasets, Word2vec/BERT and mention it in a separate section ""NLP Showcase"" with GitHub (or equivalent) with link.
- "
- Key Skills:

- "Location: Bangalore
- Experience: 3 to 5 Years
- N.P: immediate to 10 days
- Mandatory Skills:

- Junior data scientist with NLP & ML.- Minimum experience: 3 Years
- Must have
- 1. Foundations of statistics and machine learning (descriptive, inferential statistics, linear, tree and ensembled classifiers and regressors), Model metrics explanation)
- 2. Understanding of black box model explanation tools (SHAP, ICEPlot, Permutation Importance)
- 2. Strong knowledge on various NLP algorithms (Bag of Words, TF-IDF, Word2Vec, LDA, Transformers)
- 3. Working experience in creating TF-IDF, Word2vec or BERT models with custom data with optimized NLP pipelines
- 4. Conceptual understanding of RNN, LSTM- Good to have
- 1. Skills on Orchestration Platform such as Airflow
- 2. S/W Engineering skills and concepts (SOLID, Unit testing)
- 3. Understanding of REST APIs
- 4. Working knowledge on NOSQL/SQL database
- 5. Understanding SDLC, Bug tracking
- 6. Contributor to open source libraries
- PS: Showcase your original (not plagiarized) NLP work (Classification/Clustering) using public datasets, Word2vec/BERT and mention it in a separate section ""NLP Showcase"" with GitHub (or equivalent) with link.
- "
- Location:

- Bangalore
- Required Experience:

- 3-5 yrs
- Positions:

- 1

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