Adobe

Machine Learning Engineer 5

Bengaluru, Karnataka, India

Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Advertising, Digital Media, Ad TechIndustries

Job Description

Position Overview

  • Location Type: Remote
  • Employment Type: Full Time
  • Salary: Not specified

Adobe is a company dedicated to changing the world through digital experiences. We empower individuals and businesses to create and deliver exceptional digital content across various platforms. We are committed to creating an inclusive and equitable workplace where everyone is respected and has equal opportunities.

About Adobe Advertising Cloud - Spend Optimizer

The Spend Optimizer group within Adobe Advertising focuses on helping customers plan, buy, measure, and optimize their digital media campaigns across channels like CTV, Online Video, Display, Search, Social, and Retail Media Networks. We aim to maximize the impact of advertising budgets by delivering connected and personalized experiences to consumers.

The Opportunity

This role involves leading a team of machine learning engineers to develop and implement algorithms and models that optimize ad spend.

What You’ll Do

  • Technical Leadership: Lead and guide a team of skilled machine learning engineers.
  • Algorithm Development: Design and implement machine learning algorithms and models.
  • Collaboration: Work with multi-functional teams to determine technical requirements.
  • Solution Deployment: Develop and deploy scalable machine learning solutions.
  • Innovation: Drive innovation through research and experimentation, fostering a culture of new ideas.
  • Performance Monitoring: Monitor and evaluate the performance of ML models, making necessary adjustments.

What You Need to Succeed

  • Machine Learning Expertise: Outstanding knowledge of machine learning frameworks and tools (e.g., PyTorch, TensorFlow, Scikit-learn) with strong Python programming skills.
  • Statistical Foundation: Solid understanding of core machine learning and statistics, including:
    • Bayesian Modeling
    • Time Series Analysis
    • Reinforcement Learning
    • Optimization

Skills

Machine Learning
PyTorch
TensorFlow
Scikit-learn
Python
Bayesian Modeling
Time Series Analysis
Reinforcement Learning

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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