Sr Data Scientist II - Machine Learning,Deep Learning,Python,,Pytorch

JDA Software; Bengaluru; On-site; INR 2,500,000 - 4,200,000; Full time

Job summary

Blue Yonder is an AI-driven global supply chain solutions software product company. The Data Science team ingests real-time data from millions of retail items to train deep learning models and generate billions of predictions daily.

The role requires strong data science foundations, proficiency in Python, and experience with TensorFlow/PyTorch, SQL, and big data tools. Collaboration with product, sales and engineering teams is essential in this fast-paced environment.

Qualifications

• Solid understanding of data science and deep learning foundations.
• Proficient in Python programming with solid data structures knowledge.
• Experience with Pandas, NumPy, Keras, TensorFlow, Jupyter, Matplotlib.

Responsibilities

• Implement machine learning models by procuring data from platform, client, and public sources.
• Data enrichment and cleansing routines.
• Feature engineering and dataset preparation for modelling.
• Evaluate models and report on performance.
• Ensure runtime deployment and monitoring of models.

Skills

Python

TensorFlow

PyTorch

Keras

NumPy

Pandas

Jupyter

Flask

SQL

BigQuery

Snowflake

Apache Beam

Apache Spark

Flink

Databricks

Kubernetes

Kafka

Pub/Sub

Education

Bachelor’s Degree in Computer Science

Graduate degree preferred

Tools

Git

Jenkins

Docker

Jira

Job description

Overview

Leading AI-driven 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 hands‑on 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

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. 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.

Technical Environment

Software: Python 3.* Frameworks/Others: TensorFlow, PyTorch, BigQuery/Snowflake, Apache Beam, Apache Spark, Kubeflow, Dataflow, Databricks , Kubernetes, Kafka, Pub/Sub, and Flask.

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

What we are looking for

• Bachelor’s Degree in Computer Science or related fields; graduate degree preferred.
• Solid understanding of data science and deep learning foundations.
• Proficient in Python programming with a solid understanding of data structures.
• Experience working with most of the following frameworks and libraries: Pandas, NumPy, Keras, TensorFlow, Jupyter, Matplotlib etc.
• Expertise in any database query language, SQL preferred.
• Familiarity with Big Data tech such as Snowflake , Apache Beam/Spark/Flink, and Databricks. etc.
• Solid experience with any of the major cloud platforms, preferably Azure and/or GCP (Google Cloud Platform).
• Reasonable knowledge of modern software development tools, and respective best practices, such as Git, Jenkins, Docker, Jira, etc.
• Familiarity with deep learning, NLP, reinforcement learning, combinatorial optimization etc.
• Provable experience guiding junior data scientists in official or unofficial setting.
• Desired knowledge of Kafka, Redis, Cassandra, etc.

What you will do

• Implement machine learning models by Procuring data from platform, client, and public data sources.
• Implementing data enrichment and cleansing routines.
• Implementing features, preparing modelling 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 Values

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.

Culture

A Culture, Not just a Company Our culture is built on collaboration, respect and having fun whenever possible. This along with ensuring we live our Core Values, enables us to learn, grow, create customer value, and manage the well‑being of our collective ecosystem of partners, customers and associates alike. We rise each day with an unwavering commitment to lifelong learning, collaborating with respect, and operating with integrity. Does your heart beat like ours? Find out here: Core Values

What do we do?

Blue Yonder is the AI company for supply chain. As the world leader in end-to-end digital supply chain transformation, Blue Yonder offers a unified, AI-driven platform and multi-tier network that empowers businesses to operate sustainably, scale profitably, and delight their customers—all at machine speed. A pioneer in applying AI solutions to the most complicated supply chain challenges, Blue Yonder’s modern innovations and unmatched industry expertise help more than 3,000 retailers, manufacturers, and logistics service providers confidently navigate supply chain complexity and disruption.

Trademark

“Blue Yonder” is a trademark or registered trademark of Blue Yonder Group, Inc. Any trade, product or service name referenced in this document using the name “Blue Yonder” is a trademark and/or property of Blue Yonder Group, Inc. Blue Yonder, Inc. - Administrative Office 15059 N Scottsdale Rd Suite 350 Scottsdale, AZ 85254-2666