Adobe

Machine Learning Engineer

Bengaluru, Karnataka, India

Not SpecifiedCompensation
Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Software, Advertising Technology, Digital MediaIndustries

Requirements

Candidates should possess outstanding knowledge of machine learning frameworks and tools like PyTorch, Tensorflow, and Scikit-learn, with strong Python programming skills. A solid understanding of core machine learning and statistics, including Bayesian Modeling, Time Series Analysis, Reinforcement Learning, and Optimization is required. Experience in developing, deploying, and maintaining ML models in a production environment is necessary, along with the ability to thrive in a collaborative and diverse workplace. An ideal candidate will have approximately 10 years of experience in applied Machine Learning, delivering cloud-scale, data-driven products and services, and a PhD or Master's degree in Computer Science, Applied Math, Statistics, or a related field. Experience and domain expertise in Digital ad technologies are desirable, as is comfort with ambiguity, adaptability to evolving priorities, and the ability to influence collaborators. Strong problem-solving and execution abilities, along with innovation and a focus on delivering customer value, can compensate for some requirements.

Responsibilities

The Machine Learning Engineer will technically lead and guide a team of skilled machine learning engineers to design and implement ML algorithms and models. They will collaborate with multi-functional teams to determine technical requirements, and develop and deploy scalable machine learning solutions to optimize Adobe’s products and services, deliver value to clients, and drive customer adoption. The role involves driving innovation through research and experimentation, monitoring and evaluating ML model performance, and making necessary adjustments to maintain a competitive edge.

Skills

Machine Learning
Reinforcement Learning
Time Series Analysis
Bayesian Modeling
Gen AI
Algorithm Design
Model Deployment
MLOps

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

Benefits

Company Equity
401(k) Company Match

Risks

Emerging AI-driven design tools offer similar functionalities at lower costs.
Open-source alternatives may attract users away from Adobe's subscription model.
Data privacy concerns could affect trust in Adobe's cloud services.

Differentiation

Adobe offers a comprehensive suite for content creation, marketing, and document management.
Adobe's subscription model includes special pricing for students, teachers, and businesses.
Adobe integrates advanced analytics with Experience Cloud for data-driven marketing.

Upsides

Generative AI tools enhance Adobe's content creation and editing efficiency.
Remote work boosts demand for Adobe's cloud-based document management solutions.
AR's popularity in marketing benefits Adobe's 3D and AR tools.

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