Machine Learning Researcher
1 month ago
Machine Learning Researcher (Machine Learning AI)
Join us to advance data science and machine learning.
ClearML is a rapidly growing open source AI/ML platform that helps data science, ML engineering, and DevOps teams easily develop, orchestrate, and automate ML workflows at scale. Our frictionless, unified, end-to-end AI Platform enables users and customers to focus on developing their AI/ML code and automation, ensuring their work is reproducible and scalable. ClearML is trusted by brands such as NVIDIA, NetApp, Samsung, Hyundai, Bosch, Microsoft, Intel, IBM, and Philips.
Overview:
We are an open source end-to-end AI Platform, built by developers for developers.
We're looking for a Machine Learning Researcher to join our growing team. In this role, you will collaborate across our development and product teams and will have a chance to collaborate with our MLOPs experts working in the exciting areas of machine learning, deep learning, DevOps, and AI.
The ideal candidate will be a recent graduate who wants to learn how to create and fine-tune models from large amounts of raw information and optimize them You will work with our team to learn to build ML/DL data pipelines to extract valuable business insights, analyze trends, and help us make better decisions.
We expect you to be highly analytical with a knack for analysis, math, and statistics, and a passion for machine learning and research. Critical thinking and problem-solving skills are also required.
Responsibilities:
- Research and analyze valuable data sources and automate processes
- Perform preprocessing of structured and unstructured data
- Review large amounts of information to discover trends and patterns
- Create predictive models and machine-learning algorithms
- Modify and combine different models through ensemble modeling
- Organize and present information using data visualization techniques
- Develop and suggest solutions and strategies to business challenges
- Work together with engineering and product development teams to build and test ML/DL solutions stretching the entire spectrum of ML operationalization from data processing, model training, hyperparameter tuning, deployment, and model management.
Requirements:
- Graduate role, no experience necessary, remote opportunity
- Knowledge of SQL and Python; familiarity with Scala, Java, or C++ is a plus.
- Familiar with Kubernetes and/or perhaps similar container system
- Strong math and analytical skills, with business acumen
- Strong communication and presentation skills
- Good problem-solving abilities
- BSc or BA degree in Computer Science, Engineering or other relevant area
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