Sr. Data Scientist II (ML, Python, Tensorflow)
Bengaluru
Blue Yonder
Blue Yonder is the world leader in digital supply chain transformations and omni-channel commerce fulfillment. Our end-to-end, cognitive business platform enables retailers, manufacturers and logistics providers to best fulfill customer demand...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, 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:
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
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.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Architecture Azure Big Data BigQuery Cassandra Computer Science Databricks Dataflow Deep Learning Docker Engineering Flask Flink GCP Git Google Cloud Jira Jupyter Kafka Keras Kubeflow Kubernetes Machine Learning Matplotlib Microservices ML models NLP NumPy Pandas Python PyTorch Reinforcement Learning Snowflake Spark SQL TensorFlow
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Data Science Manager jobs
- Open Lead Data Analyst jobs
- Open Senior Business Intelligence Analyst jobs
- Open MLOps Engineer jobs
- Open Data Engineer II jobs
- Open Data Manager jobs
- Open Principal Data Engineer jobs
- Open Power BI Developer jobs
- Open Data Scientist II jobs
- Open Junior Data Scientist jobs
- Open Sr Data Engineer jobs
- Open Data Analytics Engineer jobs
- Open Product Data Analyst jobs
- Open Business Intelligence Developer jobs
- Open Business Data Analyst jobs
- Open Data Analyst Intern jobs
- Open Sr. Data Scientist jobs
- Open Senior Data Architect jobs
- Open Big Data Engineer jobs
- Open Principal Data Scientist jobs
- Open Manager, Data Engineering jobs
- Open Azure Data Engineer jobs
- Open Data Quality Analyst jobs
- Open Junior Data Engineer jobs
- Open Data Product Manager jobs
- Open Data quality-related jobs
- Open GCP-related jobs
- Open Java-related jobs
- Open Business Intelligence-related jobs
- Open ML models-related jobs
- Open Data management-related jobs
- Open Privacy-related jobs
- Open PhD-related jobs
- Open Deep Learning-related jobs
- Open Finance-related jobs
- Open Data visualization-related jobs
- Open PyTorch-related jobs
- Open TensorFlow-related jobs
- Open APIs-related jobs
- Open NLP-related jobs
- Open Consulting-related jobs
- Open Snowflake-related jobs
- Open LLMs-related jobs
- Open CI/CD-related jobs
- Open Generative AI-related jobs
- Open Kubernetes-related jobs
- Open Hadoop-related jobs
- Open Data governance-related jobs
- Open Airflow-related jobs
- Open Databricks-related jobs