Computer Scientist ( Full Stack ) at Adobe

Bengaluru, Karnataka, India

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Not SpecifiedCompensation

Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

TechnologyIndustries

Requirements

Develops and programs integrated software algorithms to structure, analyze, and leverage data in product and systems applications in structured and unstructured environments
Develops and communicates descriptive, diagnostic, predictive, and prescriptive insights/algorithms
Uses machine learning and statistical modeling techniques (e.g., decision trees, logistic regression, Bayesian analysis) to develop and evaluate algorithms for improving product/system performance, quality, data management, and accuracy
Uses current programming languages and technologies to translate algorithms and technical specifications into code
Completes programming, implements efficiencies, performs testing and debugging
Completes documentation and procedures for installation and maintenance
Applies deep learning technologies to enable computers to visualize, learn, and respond to complex situations
Adapts machine learning to areas such as virtual reality, augmented reality, artificial intelligence, robotics, and interactive user experiences
Works with large-scale computing frameworks, data analysis systems, and modeling environments

Responsibilities

Develop and program software algorithms for data structuring, analysis, and leveraging in product/systems applications
Develop and communicate insights and algorithms (descriptive, diagnostic, predictive, prescriptive)
Apply machine learning and statistical models to improve product/system performance, quality, data management, and accuracy
Translate algorithms and technical specifications into code using current programming languages and technologies
Implement programming efficiencies, conduct testing, and debugging
Create documentation and procedures for installation and maintenance
Apply deep learning for computer visualization, learning, and response to complex situations
Adapt machine learning to emerging technologies like VR, AR, AI, robotics, and interactive products
Utilize large-scale computing frameworks, data analysis systems, and modeling environments in theoretical and practical settings

Skills

Key technologies and capabilities for this role

Full StackMachine LearningDeep LearningDecision TreesLogistic RegressionBayesian AnalysisAugmented RealityVirtual RealityArtificial IntelligenceRobotics

Questions & Answers

Common questions about this position

What is the salary for this Computer Scientist 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.

What skills are required for this Full Stack Computer Scientist position?

The role requires skills in developing and programming integrated software algorithms, machine learning and statistical modeling techniques like decision trees and logistic regression, current programming languages and technologies, deep learning technologies, and working with large scale computing frameworks and data analysis systems.

What is the company culture like at Adobe?

Adobe is passionate about empowering people to create digital experiences, committed to hiring the best talent, creating exceptional employee experiences where everyone is respected with equal opportunity, and values new ideas from everywhere in the organization.

What makes a strong candidate for this role at Adobe?

Strong candidates have experience in new product design using algorithms for data analysis, product improvement with machine learning techniques, translating algorithms into code, deep learning for interactive technologies like AI and AR/VR, and handling large-scale data systems.

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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