Machine Learning Engineer (offline)

Responsibilities:

— Review and analyze existing DS models, adjust and parameterize them if needed.
— Design, create, maintain, troubleshoot, and optimize the complete end-to-end machine learning life cycle, which includes:
machine-learning model optimization
data preparation
feature extraction
model performance monitoring
— Collaborate with data scientists and engineering team to optimize the performance of ML pipeline
— Establish and configure CI/CD/CT processes
— Design and maintain ML models continuous training
— Provide capabilities for early detection of various drifts (data, concept, schema., etc,)

Requirements:

— Experience as ML engineer or Data Engineer of designing, building and deploying production applications and data pipelines
— Strong knowledge and experience in Python development
— Deep understanding of Python ML ecosystem (pytorch, tensorflow, numpy, pandas, sklearn, XGBoost, etc.)
— Deep understanding of MLOps concepts and best practices.
— Experience with some of the MLOps related platform/technology such as AWS SageMaker, Azure ML, GCP Vertex AI / AI Platform, Databricks MLFlow, Kubeflow, Airflow, Argo Workflow, TensorFlow Extended (TFX), etc.
— Experience with basic software engineering tools, e.g., git, CI/CD environment (such as Jenkins or Buildkite), PyPi, Docker, Kubernetes, unit testing, and general object-oriented design.

We offer:

— Competitive compensation depending on experience and skills
— Individual career path
— Unlimited access to LinkedIn learning solutions
— Sick leave and regular vacation
— English classes with certified English teachers
— Flexible work hours

About EPAM Systems

ЕРАМ прагне надавати своїй глобальній команді з понад 60,000+ професіоналів у більш ніж 45 країнах можливості для професійного зростання з першого дня співпраці. Наші колеги – джерело успіху ЕРАМ, тож ми цінуємо співпрацю, намагаємось завжди розуміти бізнес наших клієнтів та прагнемо до найвищих стандартів якості. Незалежно від місця, де ви знаходитесь, ви долучитесь до відданої, розмаїтої спільноти, яка допоможе вам реалізувати свій потенціал якомога повніше

Company website:
http://epam.com

DOU company page:
https://jobs.dou.ua/companies/epam-systems/