Data Scientist and/or Machine Learning Engineer
Salary: Depending on Experience
Adobe is launching a new project in its Sensei AI division, customer-focused experience. Help build the next generation of products that will allow business to understand, handle, and optimize the user experience.
Required Skill Sets:
Hadoop, MapReduce, Hive, Pig, Spark
Python, Java, Scala, and C
Computer Science, Statistics, Electrical Engineering, Applied Math, Operations Research, Econometrics
Responsibilities:
Identify customers' needs and requirements, and quantify them into statistical problems.
You will collect and cleanse a large amount of real-world costumers’ usage and commerce data in various product environments
You will develop predictive models on large-scale datasets to address various business problems by demonstrating advanced statistical modeling, machine learning, or data mining techniques.
You will deliver informative and effective findings, results and recommendations from machine learning models to stakeholders, be able to build dashboards of critical statistics and metrics
You will independently accomplish full cycle machine learning projects from data to results.Required Qualifications
Ph.D. or MS degree in Computer Science, Statistics, Electrical Engineering, Applied Math, Operations Research, Econometrics, or other related fields.
Deep understanding of statistical modeling, machine learning, deep learning, or data mining concepts, and a track record of solving problems with these methods.
Proficient in one or more programming languages such as Python, Java, Scala, and C
Familiar with one or more machine learning or statistical modeling tools such as R, scikit learn, and Spark MLlib
Knowledge and experience working with relational databases and SQL
Strong analytical and quantitative problem-solving ability.
Excellent communication, relationship skills, and a strong teammate.
Preferred Qualifications:
Experience with big data techniques (such as Hadoop, MapReduce, Hive, Pig, Spark)
Experience in machine learning, data mining, information retrieval, or statistical analysis
Knowledge of cloud platforms (such as AWS or Azure) and experience of developing applications on the cloud platforms using various cloud services
Experience with Econometric models At Adobe, you will be immersed in an exceptional work environment that is recognized throughout the world on Best Companies lists.
You will also be surrounded by colleagues who are committed to helping each other grow through our unique Check-In approach where ongoing feedback flows freely.