Machine Learning Research Associate

In this role at Adobe, you will be part of the Media and Data Science Research (MDSR) Laboratory in the Digital Experience (DX) business unit. Your primary responsibility will be to design, implement, and optimize machine learning algorithms to address real-world problems related to understanding user behavior and improving marketing performance. Additionally, you will be developing techniques for scalable synthetic data generation and evaluation, manipulating and analyzing high-volume data from diverse sources, and training models to study data and model quality. You will work collaboratively with product, design, and engineering teams to prototype and transition research concepts into production. **Key Responsibilities:** - Design, implement, and optimize ML algorithms for understanding user behavior and improving marketing performance. - Develop scalable synthetic data generation and evaluation techniques. - Manipulate and analyze high-volume, high-dimensionality data from diverse sources. - Train models to study data and model quality. - Refine research experiments iteratively and communicate insights effectively. - Integrate machine learning models into Adobe Experience Manager and Adobe Experience Platform. - Collaborate with cross-functional teams to prototype and transition research concepts to production. **Qualifications Required:** - Proven expertise in areas such as Large Language Models, Computer Vision, Natural Language Processing, etc. - Experience with deploying solutions in production environments. - Ability to derive actionable insights from large datasets. - BTech or PhD in Computer Science, Statistics, Economics, or related fields. - Strong analytical skills and research experience. - Familiarity with relational databases, SQL, and large-scale data systems like Apache Spark. At Adobe, you will be part of a diverse and inclusive work environment where everyone is respected and provided with equal opportunities. If you are passionate about leveraging research to drive innovation and have a track record of answering complex questions with data, this role is perfect for you. Adobe is an equal opportunity employer and is committed to providing reasonable accommodations for individuals with disabilities during the application process. In this role at Adobe, you will be part of the Media and Data Science Research (MDSR) Laboratory in the Digital Experience (DX) business unit. Your primary responsibility will be to design, implement, and optimize machine learning algorithms to address real-world problems related to understanding user behavior and improving marketing performance. Additionally, you will be developing techniques for scalable synthetic data generation and evaluation, manipulating and analyzing high-volume data from diverse sources, and training models to study data and model quality. You will work collaboratively with product, design, and engineering teams to prototype and transition research concepts into production. **Key Responsibilities:** - Design, implement, and optimize ML algorithms for understanding user behavior and improving marketing performance. - Develop scalable synthetic data generation and evaluation techniques. - Manipulate and analyze high-volume, high-dimensionality data from diverse sources. - Train models to study data and model quality. - Refine research experiments iteratively and communicate insights effectively. - Integrate machine learning models into Adobe Experience Manager and Adobe Experience Platform. - Collaborate with cross-functional teams to prototype and transition research concepts to production. **Qualifications Required:** - Proven expertise in areas such as Large Language Models, Computer Vision, Natural Language Processing, etc. - Experience with deploying solutions in production environments. - Ability to derive actionable insights from large datasets. - BTech or PhD in Computer Science, Statistics, Economics, or related fields. - Strong analytical skills and research experience. - Familiarity with relational databases, SQL, and large-scale data systems like Apache Spark. At Adobe, you will be part of a diverse and inclusive work environment where everyone is respected and provided with equal opportunities. If you are passionate about leveraging research to drive innovation and have a track record of answering complex questions with data, this role is perfect for you. Adobe is an equal opportunity employer and is committed to providing reasonable accommodations for individuals with disabilities during the application process.