Data Scientist

Published on Sep 06, 2021

Luxoft

An Outsource company with office in Kyiv, Ukraine.

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Experience:

1-3 years

Job Type:

Full-Time

Remote

Specializations:

Data Engineering

Deep Learning

Data Science & AI

What You Should Bring

Must-have

Statistics collection from large data sets (Spark, Data Analysis)
Building Predictive models based on data in Oil Industry Field (Spark, Machine Learning)
Analyze data in order to target business goals like costs or risks reduction (Spark, Data Analysis, Data Mining)
Distributed data computation (Spark)
Mandatory Skills Description:
C++/Python
Apache Spark
Data Engineering,
SQL

Nice-to-have

Data Warehousing, Data Lakes
Understanding of fundamental algorithms (sorting, binary search, statistics etc.) and data structures (array, linked list, stack, queue, tree, heap, hash table, graph) in computer science
Knowledge of object-oriented programming principles (encapsulation, inheritance, polymorphism, SOLID principles)
Knowledge of common signal processing and filtering algorithms (FFT, bandpass filter, median filter, smoothing etc.)
Expertise in optimization/improvement of algorithms performance
Expertise in parallelizing of computational algorithms (Python multiprocessing, C/C++ multi-threading)
Expertise in distributed parallel computation frameworks (e.g. PySpark)
Experience in embedding Python programs to C/C++ code
Understanding of Python object serialization (pickle files)