Machine Learning Engineer

Noida, Uttar Pradesh, India

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Information Technology & ServicesIndustries

Requirements

Candidates should possess a solid foundation in machine learning, classifiers, statistical modeling, and multivariate optimization techniques, with at least 10 years of experience including at least 5 years in technical roles involving Data Science, Machine Learning, or Statistics. A Master's or B.Tech degree in Computer Science or Statistics is required, along with proficiency in Python, Java/Scala, SQL, Hive, and Spark. Experience with DNN frameworks like TensorFlow or PyTorch on large-scale datasets, Git, Docker, Kubernetes, GenAI, and RAG pipelines is highly desirable, as is a general understanding of data structures, algorithms, multi-threaded programming, and distributed computing concepts.

Responsibilities

The Machine Learning Engineer will be responsible for developing classifiers, predictive models, and multi-variate optimization algorithms on large-scale datasets, with a focus on R&D in areas such as conversion optimization, bidding algorithms, reinforcement learning, and forecasting. They will collaborate with Product Management to bring AI-based Assistive experiences to life, drive all aspects of ML product development including modeling, data/ML pipelines, quality evaluations, productization, and ML Ops, and create a team culture focused on sound scientific processes. Furthermore, they will handle project scope and risks, and be a self-starter working closely with other data scientists and software engineers to build production-ready models and algorithms, while also managing in a high-growth, matrixed organization and delivering cloud-scale, data-driven products.

Skills

Machine Learning

Predictive Modeling

Statistical Modeling

Data Mining

Reinforcement Learning

ML Pipelines

ML Ops

Model Deployment

Optimization Algorithms

Data Analysis

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