Data Scientist

2 weeks ago

Bengaluru, Karnataka, India Blue Yonder Full time

Overview:

  • Leading AIdriven Global Supply Chain Solutions Software Product Company and one of Glassdoor's "Best Places to Work"
  • Seeking an astute individual that has a strong technical foundation with the additional ability to be handson with the broader engineering team as part of the development/deployment cycle, and deep knowledge of industry best practices, Data Science and Machine Learning experience with the ability to implement them working with both the platform, and the product teams.
Scope

  • Blue Yonder Data Science and Machine Learning team works closely with sales, product and engineering teams to design and implement the next generation of retail solutions. Data Science team members are tasked with turning both small, sparse and massive data into actionable insights with measurable improvements to the customer bottom line. They use rigorous analysis and repeatable processes to implement both black box and interpretable models.
  • Our machine learning platform ingests data in real time, processes information from millions of retail items to serve deep learning models and produces billions of predictions on a daily basis.

Our current technical environment:

Software:
Python 3.

Application Architecture:
Scalable, Resilient, Reactive, event driven, secure multi-tenant Microservices architecture.

Cloud:
Google Cloud

Frameworks/Others:
Kubernetes, Kafka, Pub/Sub, Big Query, Apache Beam, DataFlow, KubeFlow, Keras, TensorFlow, Flask.

What you will do:

  • As a Data Scientist, you serve as a specialist in the engineering team that supports the team with following responsibilities.
  • Independently, or alongside junior scientists, implement machine learning models by Procuring data from platform, client and public data sources.
  • Implementing data enrichment and cleansing routines
  • Implementing features, preparing modeling data sets, feature selection, etc.
  • Ensuring proper runtime deployment of models, and
  • Implementing runtime monitoring of model inputs and performance in order to ensure continued model stability.
  • Work with product, sales and engineering teams helping shape up the final solution.
  • Use data to understand patterns, come up with and test hypothesis; iterate.
  • Help prepare sales materials, estimate hardware requirements, etc.
  • Attend client meetings, online and onsite, to discuss new and current functionality.

What we are looking for:

  • Bachelor's Degree in Computer Science or related fields; graduate degree preferred
  • 3+ years of data science experience, retail setting preferred.
  • 3+ years of Python programming experience
  • Strong grasp of data structures and algorithms
  • Expertise with Big Data tech such as Hadoop and Spark, streaming and batch.
  • Desired knowledge of Kafka, Samza, Beam, Cassandra, Redis, etc.
  • Solid understanding of data science and machine learning foundations
  • Familiarity with deep learning, NLP, reinforcement learning, combinatorial optimization etc.
  • Experience working with most of the following frameworks and libraries: Pandas, Numpy, sklearn, Keras, Tensorflow, Jupyter, Matplotlib etc.
  • Solid experience working with any of the major cloud platforms, preferably GCP.
  • Reasonable knowledge of modern software development tools, and respective best practices, such as Git, Jenkins, Docker, Jira, etc.
  • Provable experience guiding junior data scientists in official or unofficial setting.
Our Values

If you want to know the heart of a company, take a look at their values. Ours unite us. They are what drive our success - and the success of our customers.

Does your heart beat like ours? Find out here:

Core Values

  • Diversity, Inclusion, Value & Equality (DIVE)
is our strategy for fostering an inclusive environment we can be proud of. Check out Blue Yonder's inaugural

Diversity Report

which outlines our commitment to change, and our

video

celebrating the differences in all of us in the words of some of our associates from around the world.


All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability or protected veteran status.

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