Sr. Data Scientist I (ML, Python, Tensorflow)

5 Days ago • All levels • Data Analysis

Job Summary

Job Description

This role is for a Senior Data Scientist at a leading AI-driven Global Supply Chain Solutions Software Product Company. The position requires a strong technical foundation in Data Science and Machine Learning, with hands-on implementation skills. The team works with a machine learning platform that processes real-time data from millions of retail items, serving deep learning models and generating billions of daily predictions. This role involves turning data into actionable insights with measurable improvements for customers, collaborating closely with sales, product, and engineering teams to design and implement next-generation retail solutions.
Must have:
  • Implement machine learning models by procuring data from platform, client, and public data sources.
  • Implement data enrichment and cleansing routines.
  • Implement features, prepare modelling data sets, and perform feature selection.
  • Evaluate candidate models, select, and report on test performance of final one.
  • Ensure proper runtime deployment of models.
  • Implement runtime monitoring of model inputs and performance for stability.
  • Work with product, sales, and engineering teams to shape the final solution.
  • Use data to understand patterns, come up with and test hypotheses; iterate.
  • Help prepare sales materials and estimate hardware requirements.
  • Attend client meetings, online and onsite, to discuss functionality.
Good to have:
  • Kafka
  • Redis
  • Cassandra
Perks:
  • Recognition as one of Glassdoor’s 'Best Places to Work'
  • Great work-life balance

Job Details

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.

Our current technical environment:

Software: Python 3.*

Frameworks/Others: TensorFlow, PyTorch, BigQuery/Snowflake, Apache Beam, Kubeflow, Apache Flink/Dataflow, Kubernetes, Kafka, Pub/Sub, TFX, Apache Spark, and Flask.

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

Cloud: Azure

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:

As a Senior Data Scientist, you serve as a specialist in the 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 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

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

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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About The Company

We are a proven, passionate bunch of disruptors. Our work is all about tapping into your potential so we can deliver the best solutions and customer experiences on the planet. Collaboration, respect, and a great work-life balance earned us the title of "Best Place to Work- Employees' Choice" by Glassdoor. Our people are smart, creative, rock stars with over 400 patents and 10,000 people years of domain expertise. Blue Yonder is the world leader in digital supply chain and omni-channel commerce fulfillment. Our intelligent, end-to-end platform enables retailers, manufacturers and logistics providers to seamlessly predict, pivot and fulfill customer demand. With Blue Yonder, you can make more automated, profitable business decisions that deliver greater growth and re-imagined customer experiences. Blue Yonder - Fulfill your Potential.™

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