Senior Machine Learning Engineer

Jobs

Data Engineering

Senior Machine Learning Engineer

Published on Aug 09, 2021

GLOBRECS | Global Recruitment Solutions

A Product 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 Will Do Responsibilities

Business optimization project work and coordination of data scientists;

Deployment and maintenance of ML framework/platforms (DVC and MLflow);

Design and optimization of ML architecture and balancing of model computing;

Coordination and maintenance of the ML architecture documentation process;

Health monitoring of ML infrastructure, quality, and performance of ML models;

Development, automation, monitoring, and optimization of ML pipelines.

What You Should Bring

Must-have

A degree in Computer Science (technical or economics degree);

3+ years of experience with MLOps (preferably DVC, MLflow, Airflow, Flask, Docker, Git, etc.)

Strong Machine Learning and Data Analysis skills;

Experience with ML frameworks (TensorFlow/Keras, etc.);

Strong Python and SQL;

Experience with ETL and visualization tools;

Good understanding of DWH & Data Lakes architecture;

Good documentation skills;

Intermediate English level or higher.

Nice-to-have

Previous retail industry experience or in banking/telecommunication companies;

NoSQL experience (HDFS, Hadoop, Spark);

Understanding Kubernetes Architecture for Data Science Workloads.

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