Machine Learning Engineer

4 weeks ago

bangalore, India Adobe Full time

Our Company
Changing the world through digital experiences is what Adobe’s all about. We give everyone—from emerging artists to global brands—everything they need to design and deliver exceptional digital experiences We’re passionate about empowering people to create beautiful and powerful images, videos, and apps, and transform how companies interact with customers across every screen. 
We’re on a mission to hire the very best and are committed to creating exceptional employee experiences where everyone is respected and has access to equal opportunity. We realize that new ideas can come from everywhere in the organization, and we know the next big idea could be yours

Adobe's genuine engineering team is seeking a senior machine learning engineer to join our exceptional team and play a pivotal role in shaping the development of a wide variety of ML solutions.

Our team is responsible for developing solutions to combat piracy of Adobe applications and services and detecting fraud activities. Your expertise will be instrumental in protecting our company's assets and ensuring the integrity of our products and services.

As a Senior machine learning engineer, you will work on cutting-edge projects, develop, and deploy machine learning models, and collaborate with cross-functional teams to drive innovation and solve complex problems.

If you are passionate about machine learning, have a strong technical background, and are eager to work on challenging projects that have a real impact, we encourage you to apply for this role and be part of our dynamic and innovative team.

What you’ll do:

1. Scale and build infrastructure for predictive models on large-scale datasets to address various business problems.

2.Transform requirements into architectural and feature specs

3. Mentor and provide technical guidance to junior engineers, review code, and ensure alignment with best practices in software development and AI/ML engineering.

4. Collaborate with product management and engineering groups to develop new products and features.

5. Work closely with teams across Adobe, in different geographies. The technology you produce will have visibility at the highest levels of the company.

6. Stay updated with the latest test, development, and deployment practices, and actively share knowledge with the team and community.

What we are looking for:

1. 7+ years of industry work experience. Good sense of product with a focus on shipping user-facing data-driven features.

2. Proficient in one or more programming languages, such as Python, Java, or Scala.

3.Familiar with one or more machine learning, deep learning, or statistical modelling tools such as R, scikit-learn, and JupyterLab.

4.Familiar with public cloud computing platforms and frameworks such as DataBricks, SageMaker, and Tensorflow.

5. Excellent coding, analysis, and problem-solving skills. Solid knowledge of data structure and algorithms.

6.Knowledge of ML Ops. Familiarity with ML services is a plus.

7. Experience with version control systems (, Git) and agile development methodologies.

communication and collaboration skills.

experience as a Machine Learning Engineer with a track record of successfully delivering machine learning projects.

10. Knowledge of fraud investigation and piracy prevention concepts and methodologies is a significant advantage.

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