Senior Machine Learning Engineer
5 days ago
About Adobe
At Adobe, we're passionate about empowering people to create and deliver exceptional digital experiences. Our mission is to hire the best talent and create an inclusive work environment where everyone has access to equal opportunities.
The Opportunity
We're seeking a Senior Machine Learning Engineer to join our team and leverage Generative AI and Machine Learning techniques to improve our software development processes. As a key member of our development teams, you'll work on building models that help us understand and optimize our application development.
Key Responsibilities
- Collaborate with development teams to gather relevant datasets and design applications powered by Generative AI.
- Develop and deploy models that provide insights to improve our engineering culture.
- Engage in the product lifecycle, from design to production operations.
- Provide technical leadership in architectural design, technology choices, and model evaluation.
Requirements
- PhD or MS degree in Computer Science, Data Science, or a related field.
- 5-10 years of applied research experience in software industry/academic research, with expertise in developing, evaluating, and deploying ML models.
- Deep understanding of statistical modeling, machine learning, or analytics concepts, with a track record of solving problems using these methods.
- Proficient in one or more programming languages, such as Python, Scala, Java, or SQL.
- Familiarity with cloud development on Azure or AWS.
- Fluent in at least one deep learning framework, such as TensorFlow or PyTorch.
- Experience with Large Language Models (LLMs) and prompt-engineering.
- Recognized as a technical leader in the related domain.
- Experience working with research and product teams.
- Excellent problem-solving and analytic skills.
- Excellent communication and relationship-building skills.
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