Senior Machine Learning Engineer

Published on Jul 13, 2021

An Outsource company with office in Kyiv, Ukraine.

Experience:

3-5 years

Job Type:

Full-Time

Remote

Specializations:

Data Engineering

Deep Learning

Data Science & AI

What You Will Do Responsibilities

Work on software design with team of data science and machine learning specialists
Support data scientists in deploying new models, monitoring performance and debugging issues
Optimize, measure and improve performances (latency, accuracy, drifts, etc.) of data science models in production , based off Tensorflow/MLeap (deep learning/neural network architecture) and other methodologies within Python and Scala ML ecosystem
Perform data engineering (ETL, pipeline orchestration, monitoring) on big data (Spark 2.x/3x), on large data sets specifically for data science
Transform ML model prototype into scalable, serve-able models for use in APIs and apps
Build and enforce operational excellence - monitoring, alerting, dashboards, resiliency, back up, auto remediation on failures, CI/CD
Drive AWS, Qubole and Databricks cost and performance optimization, alongside platform system engineers

What You Should Bring

Must-have

Nice-to-have

AWS, Qubole, Databricks, Tensorflow/MLeap
Experience with learning-to-rank systems, deep learning, natural language processing, image processing
Languages:
English: B2 Upper Intermediate