Job Location: Bangalore
Scope:
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.
- Evaluating candidate models, selecting and reporting on test performance of final one
- 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
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 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
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.
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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