עדיין מחפשים עבודה במנועי חיפוש? הגיע הזמן להשתדרג!
במקום לעבור לבד על אלפי מודעות, Jobify מנתחת את קורות החיים שלך ומציגה לך רק משרות שבאמת מתאימות לך.
מעל 80,000 משרות • 4,000 חדשות ביום
חינם. בלי פרסומות. בלי אותיות קטנות.
Responsibilities:
System Design and Architecture: Build and maintain efficient ML pipelines for data collection, preprocessing, and analysis to support model training and monitoring.
Research and Innovation: Stay updated on machine learning advancements and apply new techniques to enhance model performance.
Mentorship and Leadership: Guide and mentor junior engineers and data scientists, leading project teams to success.
Cross-Functional Collaboration: Work with data scientists, software engineers, architects, and product managers to integrate ML solutions into production systems.
Bachelor's degree in Computer Science, Engineering, or a related field.
4+ years as an ML Engineer or Big Data Developer.
Programming Skills: Proficient in Python or Java/Scala; experienced with ML frameworks like TensorFlow, PyTorch, and Scikit-Learn.
Software Development: Knowledge of best practices, including version control, testing, and code reviews.
Architecture: Understanding of microservices and event-driven design.
Streaming Technologies: Hands-on experience with Kafka, Kinesis, and SQS.
MLOps: Familiarity with model registry, experiment tracking (MLFlow, W&B), feature store management (Feast, Tecton), workflow management (Kubeflow, Airflow), and serving platforms (Seldon Core, KServe, SageMaker).
Big Data: Knowledge of Apache Spark, Trino, Ray, Dask, data lake management (Iceberg, Delta), and data warehouses (Redshift, BigQuery, Snowflake).
Cloud Computing: Expertise in cloud platforms such as AWS, Google Cloud Platform, or Azure, along with experience in containerization technologies such as Docker and Kubernetes. - advantage
Strong statistical and analytical skills, with a solid grasp of statistical modeling, machine learning algorithms, data structures, and data analysis techniques.
במקום לעבור לבד על אלפי מודעות, Jobify מנתחת את קורות החיים שלך ומציגה לך רק משרות שבאמת מתאימות לך.
מעל 80,000 משרות • 4,000 חדשות ביום
חינם. בלי פרסומות. בלי אותיות קטנות.