Machine Learning Engineer 2 at Adobe

Noida, Uttar Pradesh, India

Adobe Logo
Not SpecifiedCompensation
Mid-level (3 to 4 years)Experience Level
Full TimeJob Type
UnknownVisa
TechnologyIndustries

Requirements

  • B.Tech. / M.Tech. in Computer Science from a premiere institute
  • Excellent knowledge in the fundamentals of machine learning and artificial intelligence
  • Hands-on experience through ML lifecycle from EDA to model deployment
  • Hands-on experience with data analysis tools like Jupyter, and packages like Numpy, Matplotlib etc
  • Hands-on in writing code that is reliable, maintainable, secure, performance optimized, multi-platform and world-ready
  • Familiarity with state-of-the-art deep learning frameworks, such as Tensorflow, PyTorch, Keras, Caffe, Torch
  • Strong programming skills in C/C++ and Python
  • Hands-on experience with data synthesis and processing for the purpose of training a model
  • Relevant work experience in the fields of computer vision and graphics, etc
  • Experience: 2-4 Years in ML

Responsibilities

  • Development of new features for the Illustrator product
  • Maintenance of existing features
  • Responsible for all phases of development, from early specs and definition to release
  • Hands-on problem solving
  • Analyzing, architecting, and implementing high-quality software

Skills

Key technologies and capabilities for this role

Machine LearningArtificial IntelligenceTensorFlowPyTorchKerasCaffeTorchPythonC++NumPyMatplotlibJupyterComputer VisionData SynthesisModel Deployment

Questions & Answers

Common questions about this position

What education is required for this Machine Learning Engineer position?

Candidates should have a B.Tech. or M.Tech. in Computer Science from a premier institute.

What are the key technical skills needed for this role?

The role requires excellent knowledge of machine learning and AI fundamentals, hands-on experience through the full ML lifecycle from EDA to deployment, proficiency in data analysis tools like Jupyter, Numpy, and Matplotlib, strong programming in C/C++ and Python, and familiarity with deep learning frameworks like Tensorflow, PyTorch, Keras.

What is the experience level required?

The position requires 2-4 years of experience in machine learning.

What is the salary or compensation for this role?

This information is not specified in the job description.

Is this position remote or does it require office work?

This information is not specified in the job description.

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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