Staff Data Scientist I

1 month ago

bangalore, India Blue Yonder Full time
Overview :

  • Embark on a leadership role within the Blue Yonder Data Science and Machine Learning team as a Staff Data Scientist, steering our machine learning platform that processes real-time data and powers deep learning models, generating billions of predictions daily. Collaborate closely with sales, product, and engineering teams to spearhead the design and implementation of cutting-edge retail solutions.

Our current technical environment:

  • Operate within a sophisticated technical landscape, utilizing Python 3.* and frameworks such as TensorFlow, PyTorch, BigQuery, Apache Beam, Apache Spark, Kubeflow, Dataflow, Kubernetes, Kafka, Pub/Sub, and Flask. Our application architecture follows a scalable, resilient, reactive, event-driven, and secure multi-tenant Microservices design, hosted on Google and Azure Cloud.

What we are looking for:

  • Bachelor’s Degree in Computer Science or related field; graduate degree preferred.
  • 9-12 years of experienced Data Scientist with strong foundation in data science and deep learning principles.
  • Proficient in Python programming with a solid understanding of data structures.
  • Experience with frameworks and libraries like Pandas, NumPy, Keras, TensorFlow, Jupyter, Matplotlib, etc.
  • Expertise in a database query language, preferably SQL.
  • Familiarity with Big Data technologies like Snowflake, Apache Beam/Spark/Flink, and Databricks.
  • Solid experience with major cloud platforms, preferably Azure and/or GCP.
  • Knowledge of modern software development tools and best practices, including Git, Github Actions, Jenkins, Docker, Jira, etc.
  • Familiarity with deep learning, time series, NLP, reinforcement learning, and combinatorial optimization.
  • Proven experience in team leadership, mentoring junior data scientists in an official or unofficial capacity.
  • Desired knowledge of Kafka, Redis, Cassandra, etc.

What you’ll do:

  • As the Staff Data Scientist, you will: Lead and mentor a team of data scientists, guiding them in the implementation of machine learning models.
  • Collaborate with cross-functional teams to execute data enrichment, cleansing routines, and feature selection.
  • Evaluate candidate models, select the final model, and report on test performance.
  • Ensure proper runtime deployment of models and implement runtime monitoring for continued model stability.
  • Drive collaboration with product, sales, and engineering teams to shape the final solution.
  • Utilize data to understand patterns, formulate and test hypotheses, and iterate as needed.
  • Play a key role in preparing sales materials and estimating hardware requirements.
  • Lead client meetings, both online and onsite, to discuss new and current functionality.
  • If you are a seasoned data scientist with a passion for leadership, ready to guide a team in implementing impactful initiatives, we invite you to lead innovation at Blue Yonder.

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