Applied Machine Learning Engineer - AEP AI at Adobe

Bucharest, Bucharest, Romania

Apply Now

Not SpecifiedCompensation

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

Full TimeJob Type

UnknownVisa

TechnologyIndustries

Requirements

M.S. degree or equivalent experience in Computer Science, Electrical Engineering, Statistics, Applied Mathematics, or related fields
Proficient in one or more programming languages such as Python, Java, or Scala
In-depth knowledge of machine learning algorithms and their applications to business problems
Proven ability in building, deploying, measuring, and maintaining machine learning models
Proven ability in building large-scale distributed ML pipelines
Experience with scikit-learn, pandas, ml-lib
Preferred Qualifications
Proven ability of delivering business solutions or production software
Experience with Spring Boot, RESTful Web services, Apache Spark, Cosmos DB or similar, MySQL DB or similar
Experience with hypothesis testing, Bayesian statistics, statistical inference, or multi-armed bandit
Familiarity with a Deep Learning framework such as TensorFlow or PyTorch

Responsibilities

Work closely with data scientists, engineers, researchers, and product managers to build AI/ML solutions and Experimentation on Adobe Experience Platform
Engage with customers to understand and anticipate how machine learning can solve their business problems
Work across organizational boundaries to align priorities and drive projects forward
Promote accomplishments across the organization, blogs, and conferences
Partner with the business units to build and scale data products that address challenging business problems for Adobe’s enterprise customers
Research, develop, and deploy large-scale machine learning solutions for business

Skills

Key technologies and capabilities for this role

PythonJavaScalaMachine Learning AlgorithmsML ModelsML DeploymentSoftware EngineeringData ProductsExperimentation

Questions & Answers

Common questions about this position

What is the salary for this Applied Machine Learning Engineer position?

This information is not specified in the job description.

Is this a remote position or what is the location requirement?

This information is not specified in the job description.

What skills are required for this Machine Learning Engineer role?

Candidates need an M.S. degree or equivalent in Computer Science or related fields, proficiency in Python, Java, or Scala, in-depth knowledge of machine learning algorithms, proven ability in building and deploying ML models, and experience with large-scale distributed ML pipelines, scikit-learn, pandas, and ml-lib.

What is the company culture like at Adobe?

Adobe is committed to creating exceptional employee experiences where everyone is respected and has access to equal opportunity, encourages new ideas from everywhere in the organization, and promotes an inclusive environment as an Equal Employment Opportunity employer.

What makes a strong candidate for this role?

A strong candidate will have an M.S. or equivalent in a relevant field, proficiency in Python/Java/Scala, deep ML knowledge with proven deployment experience, and skills in large-scale pipelines; preferred experience includes delivering business solutions, Spark, deep learning frameworks like TensorFlow/PyTorch, and statistical methods.

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