Senior Machine Learning Engineer
Опубліковано 13 липня 2021Luxoft
Аутсорс компанія з офісами в Kyiv, Ukraine.
Для кандидатів
Відгукнутися на вакансію
Досвід:
3-5 років
Формат:
Повний день
Віддалена
Напрямки:
Data Engineering
Deep Learning
Data Science & AI
Чим Ви будете займатись Обов'язки
- 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
Що ви маєте вміти
Обов'язково
- Python, Scala, Apache Spark
- SQL/NoSQL databases, ETL, big data
- Knowledgeable in statistics
- Experience with setting up CI/CD pipelines for ML and DS needs
- Expertise in OOP, software design and best practices
Буде плюсом
- AWS, Qubole, Databricks, Tensorflow/MLeap
- Experience with learning-to-rank systems, deep learning, natural language processing, image processing
Languages:
English: B2 Upper Intermediate
Рекомендовані курси за напрямком Data Engineering, Deep Learning і Data Science & AI
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