Machine Learning Engineer 4

Bengaluru, Karnataka, India

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Not SpecifiedCompensation

Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Software Development, Biotechnology, Digital ExperiencesIndustries

Requirements

Candidates must possess a Master's degree or equivalent experience in Machine Learning, with over 5 years of industry experience in ML and Data Engineering. A proven track record of designing, implementing, and delivering high-quality AI and ML software solutions is required, along with strong knowledge of Python and Python-based ML/Data Science frameworks. Fluency in at least one ML framework such as PyTorch, TensorFlow, or Scikit-learn, strong programming skills in Python and Java, and knowledge of ML Ops are essential. Experience working with both research and product teams, excellent problem-solving skills, and a strong curiosity for staying current with technological advancements are also necessary.

Responsibilities

The Machine Learning Engineer will collaborate with cross-functional teams to define and build key project interfaces. They will implement complex ML solutions using NLP, Generative AI, RAG, and Transformer architectures to optimize Adobe's products and services. Responsibilities include developing, evaluating, and deploying scalable ML models into production, monitoring their performance, and making necessary adjustments. The role involves consistently following industry-standard software engineering methodologies, driving innovation through research and experimentation, and applying data analysis and mining using frameworks like Hadoop and Spark. Building reliable and scalable data processing pipelines and presenting key findings and insights to leadership are also key duties.

Skills

Machine Learning

Natural Language Processing (NLP)

Generative AI

Retrieval Augmented Generation (RAG)

Transformer architectures

ML model development

ML model evaluation

ML model deployment

Software Engineering

Research

Experimentation

Adobe

Software solutions for content creation and marketing

About Adobe

Adobe provides a range of software solutions focused on digital experiences, catering to creative professionals, businesses, and educational institutions. Its main offerings include Adobe Creative Cloud, which contains tools for photography, graphic design, video editing, illustration, UI/UX design, 3D and augmented reality, and social media content creation. Adobe also offers marketing solutions through Adobe Experience Cloud and document management services via Adobe Document Cloud. The company operates on a subscription-based model, allowing users to access its software through monthly or annual plans, with special pricing available for students, teachers, and businesses. Adobe differentiates itself from competitors by providing a comprehensive suite of tools that cover various aspects of content creation and marketing, all integrated into one platform. The goal of Adobe is to empower users to create, manage, and optimize their digital content effectively.

San Jose, CaliforniaHeadquarters

1994Year Founded

$668.9MTotal Funding

IPOCompany Stage

Consumer Software, Enterprise Software, DesignIndustries

10,001+Employees