Senior Data Scientist (ML, Python, Tensorflow)

1 Year ago • All levels • Data Analysis

Job Summary

Job Description

Blue Yonder, a leading AI-driven Global Supply Chain Solutions Software Product Company and recognized as one of Glassdoor’s “Best Places to Work,” seeks an astute Senior Data Scientist. This role requires a strong technical foundation, hands-on involvement in the development/deployment cycle, and deep knowledge of industry best practices in Data Science and Machine Learning. The ideal candidate will implement these practices working with both the platform and product teams. The company's machine learning platform processes millions of retail items in real time, serving deep learning models and producing billions of daily predictions. The Data Science and Machine Learning team collaborates with sales, product, and engineering teams to design and implement next-generation retail solutions, transforming data into actionable insights for measurable customer improvements.
Must have:
  • Bachelor's Degree in Computer Science or related fields
  • Solid understanding of data science and deep learning foundations
  • Proficient in Python programming with solid data structures understanding
  • Experience with Pandas, NumPy, Keras, TensorFlow, Jupyter, Matplotlib
  • Expertise in SQL
  • Solid experience with Azure and/or GCP
  • Knowledge of modern software development tools (Git, Jenkins, Docker, Jira)
  • Experience guiding junior data scientists
Good to have:
  • Graduate degree preferred
  • Familiarity with Big Data tech (Snowflake, Apache Beam/Spark/Flink, Databricks)
  • Familiarity with deep learning, NLP, reinforcement learning, combinatorial optimization
  • Knowledge of Kafka, Redis, Cassandra

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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