Fresher - Data Science Engineer
Role details
Job location
Tech stack
Job description
4.Implemented full-cycle data science on real-world problem (not just academic or kaggle projects)?
5.Implemented SQL queries
6.Developed algorithms in Python3
7.Confidence to learn PySpark3 within a month? https://spark.apache.org/docs/latest/api/python/getting_started/index.html (we shall guide but won't spoon-feed), Mandatory
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Building applications for data preparation that includes impurities removal, anomaly detection, identifying inconsistencies and tranformations
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Building applications for data exploration that includes missing value imputation, outlier analysis, class imbalance, correlation, and visualization
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Building applications for feature engineering that includes feature generation, feature transformation, feature selection
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Building applications for machine learning modeling that includes models development, hyperparameter optimization, model selection, training, validation and prediction
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Building applications for machine learning automation that includes automating components included in each of the applications and automating integrated data science pipeline
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Building sophisticated deterministic, stochastic and neural network models from scratch, in map reduce paradigm enabling distrubuted computing
Preferred
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Functional programming in Python on vinaigrette map-reduce lambda paradigm
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Complex mathematical logics through PySpark at scale on parallel/distributed clusters
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Worked on development of data platform
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Worked on TensorFlow, PyTorch, Keras
Requirements
Do you have experience in SQL databases?, This is an immediate requirement. We shall have an accelerated interview process for fast closure - you would required to be proactive and responsive, We are looking for developer with real passion for data science, machine learning and automation. This is a specialist and individual contributor role. Product development experience preferably at a startup or a lean team is desired
Benefits & conditions
Pulled from the full job description
- Flexible schedule, Competitive compensation, You shall be working on our revolutionary products which are pioneer in their respective categories. This is a fact.
We try real hard to hire fun loving crazy folks who are driven by more than a paycheque. You shall be working with creamiest talent on extremely challenging problems at most happening workplace