Machine Learning Engineer

Job title:

Machine Learning Engineer

Company:

Harman

Job description

• Development of Machine Learning models for audience building and/or user profiling (research as well as production-grade code base)
• Design, set up and maintenance of data and ML pipelines with MLOps tools, including analysis, exploration and processing of various data types
• Taking ownership of technical mentoring and leading subprojects
• Contribution to project planning
• Continuous knowledge development, tracking and implementation of the latest trends
• Contribution to creation of innovative technology by means of development of prototypes, proof of concepts, scientific publications and/or patent applications
• Delivering functional and technical documentation

Technologies in use

• Python
• Airflow
• AWS
• TensorFlow
• PyTorch

Skills and Qualifications

• Excellent programming skills in Python
• 5+ years of experience in applying Data Science/Machine Learning on large scale datasets and building or maintaining ML pipelines
• Solid experience in deploying Python code for ML pipelines in production environment, especially cloud based (AWS preferred)
• Deep understanding of ML algorithms (both from a theoretical and practical perspective) with expert level knowledge of ML libraries (scikit-learn, pandas, TensorFlow, PyTorch, pyspark, etc.) or experience in ML pipelines deployment solutions proven by knowledge of related tools: AWS (e.g. Airflow, EMR, Sagemaker), PySpark
• Working experience in SQL and NoSQL databases (e.g. Snowflake)
• Good knowledge of CI/CD principles (e.g.: GitHub and GitHub Actions)
• Master level degree in Machine Learning, Computer Science, Mathematics, Physics or related fields
• Command of English in speech and writing allowing free communication in cross-team international collaboration

Nice to have

• PhD in Machine Learning, Computer Science, Mathematics, Physics or related fields
• Experience in any of the following domains: recommendation systems, ads targeting, user profiling, churn prediction
• Familiarity with algorithms optimization (memory, processing speed, scalability, GPU)

HARMAN is proud to be an Equal Opportunity / Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, religion, color, national origin, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics.© 2024 HARMAN International. All Rights Reserved. If you are using a screen reader and are having problems using this website, please call (800) 645-7484 for assistance.

Expected salary

Location

Łódź, łódzkie

Job date

Sat, 20 Jul 2024 05:13:01 GMT

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