Senior Machine Learning Engineer
Adobe
San Jose
hace 6 días

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!

The challenge

Adobe is looking for a hardworking Senior Machine Learning Engineer who will be building the generation of marketing cloud products by demonstrating machine learning, modeling and optimization techniques.

These products would help businesses understand, handle, and optimize the experience throughout the customer journey.

Example applications include real-time media optimization, media attribution, sales analytics, product recommendation, analytics, customer scoring and segmentation and experimentation.

The candidate will have a strong academic background as well as technical skills including applied statistics, machine learning, analytics, and software development.

Familiarity working with large-scale datasets and big data techniques would be a plus.

What you’ll do

  • Build predictive models on large-scale datasets to address various business problems through demonstrating sophisticated statistical modeling, machine learning, data mining or deep learning techniques.
  • Build and implement scalable and efficient modeling algorithms that can work with large-scale data in production systems.
  • Research and develop state-of-the-art ML solutions to address and improve the challenges in Data Science such as cold start, sparse and noisy data etc.
  • Optimize customer marketing journey to achieve efficient business outcome using approaches such as reinforcement learning, HMM and / or deep learning.
  • Make sense of text and image content data using NLP and / or deep learning approaches.
  • Collaborate with product management and engineering groups to build and develop new products and features.
  • Who you are

  • PhD or MS degree in Computer Science, Electrical Engineering, Statistics, Applied Math, Econometrics, Operations Research, or other related fields.
  • Deep understanding of statistical modeling, machine learning, or analytics concepts, and a track record of solving problems with these methods.
  • Proficient in one or more programming languages such as Python, Java and C
  • Familiar with one or more machine learning or statistical modeling tools such as R, SciKitLearn, SparkML(MLlib), Tensorflow.
  • Strong analytical and quantitative problem solving ability.
  • Possess natural curiosity, creativity, and technical acumen, being capable of asking critical questions about data and always ready to tackle any challenges.
  • Strong communication, relationship skills, and a dedicated teammate.
  • Preferred Qualifications

  • Experience with big data techniques (Hadoop, MapReduce, Spark) and querying tools (such as Hive, Pig, Impala).
  • Proven knowledge of deep learning, reinforcement learning, experimental design, ANOVA, statistical inference, and multivariate testing.
  • At Adobe, you will be immersed in an exceptional work environment that is recognized throughout the world on Best Companies lists (http : / / www.

    adobe.com / careers / awards.html). You will also be surrounded by colleagues who are committed to helping each other grow through our unique Check-In (http : / / www.

    youtube.com / watch?v hmL6uQZhYhw&list UUlDSu3-Y4-BfI08784K-P4g&feature share&index 1) approach where ongoing feedback flows freely.

    If you’re looking to make an impact, Adobe's the place for you. Discover what our employees are saying about their career experiences on the Adobe Life blog (http : / / blogs.

    adobe.com / adobelife / ) and explore the meaningful benefits (http : / / benefits.adobe.com / ) we offer.

    Adobe is an equal opportunity employer. We welcome and encourage diversity in the workplace regardless of race, gender, religion, age, sexual orientation, gender identity, disability or veteran status.

    We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment.

    Please contact us to request accommodation.

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