Sr. Data Scientist - Dallas, United States - Blue Yonder
Description
Position Title:
Sr. Data Scientist
Location:
Hybrid in Dallas, TX
Overview:
We are the leading AI-driven Global Supply Chain (SCM) Solutions SaaS Product Development Company and one of Glassdoor's "Best Places To Work".
As a Senior Data Scientist at Blue Yonder, you'll be a driving force behind the transformation of retail planning with our innovative Retail Planning Product.
Your role involves developing predictive models, collaborating cross-functionally, and translating insights into actionable solutions for demand forecasting, supply chain optimization, and personalized shopping.
Join us in revolutionizing retail by championing data-driven decisions and playing a crucial role in reshaping the industry through cutting-edge technology.
Why be a part of our team?Truly cutting-edge, large scale machine learning applied to diverse problems in all areas of modern commerce, on data spanning the full retail cycle
Full ownership of a machine learning model, from design to implementation
Freedom to contribute to other ML models as well as collaborate on evaluating new technologies.
Empowerment to contribute to open-source projects, participate in meetups and conferences, author white papers and patents etc.
What will you do?
Typical projects include sales forecasting, stock-out, markdown predictions, replenishment forecasting, returns forecasting, etc.
Independently, or alongside junior scientists, implement machine learning models by procuring data from platform, client and public data sources. Use data to understand patterns, come up with and test hypothesis; iterate.
Build machine learning models using deep neural networks as well as boosted ensembles, and other algorithms more appropriate for the problem.
Implement data enrichment and cleansing routines, features, prepare modeling data sets, feature selection, etc.Evaluate candidate models, compare, select, analyze and report on performance of final one.
Ensure proper runtime deployment of models, and Implement runtime monitoring of model inputs and performance in order to ensure continued model stability.
Work with product, sales and engineering teams to help shape up the final solution. Help prepare sales materials, estimate hardware requirements, etc. Attend client meetings, online and onsite, to discuss new and current functionality.We'd like you to have:
Required Bachelor's degree and 3-5 years of professional experience producing ML models for business applications.
which includes 2+ years of professional experience in building and deploying Deep Learning Models, NLP, reinforcement learning, combinatorial optimization etc.
Relevant Python programming and experience working with most of the following frameworks and libraries: TensorFlow, Keras, Pandas, NumPy, scikit-learn, Jupyter, Matplotlib etc.
Strong grasp of data structures and algorithmsSolid experience working with any of the major cloud platforms (GCP, Azure, or AWS).
Reasonable knowledge of modern software development tools, and respective best practices, such as Git, Jenkins, Docker, Jira, etc.
Proven experience guiding junior data scientists in official or unofficial setting.
Bonus points
Prefer Masters or PHD in any of these fields; Computer Science, Data Science, Analytics, Mathematics or Statistics
Data Science work in Retail industry settings
Experience with Big Data platforms such as Hadoop and Spark
Proficiency in TensorFlow, Kubernetes, Kubeflow, Keras. Google Big Query, Kafka, Apache Beam (any non-local runner), Cassandra, Redis, etc.
Production software engineering experience.
Advanced skills in writing database queries in SQL and NoSQL environments.
Strong debugging and analysis skills, for root causing complex issues.
Experience in optimizing, deploying and maintaining models running in real-time at large scale.
Proficiency in manipulating unstructured datasets using Python/SQL. Linux
#LI-SB1
The salary range for this position is: USD $ 95,607.00 – $ 120,501.00
The salary range information provided reflects the anticipated base salary range for this remote / virtual position based on current national data and applicable jurisdiction regulations.
In addition, this role will be eligible to participate in either the annual performance bonus or commission program, determined by the nature of the position.
At Blue Yonder, we care about the wellbeing of our employees and those most important to them.This is reflected in our robust benefits package and options that includes:
Comprehensive Medical, Dental and Vision
401K with Matching
Flexible Time Off
Corporate Fitness Program
Wellbeing Days
A variety of voluntary benefits such as; Legal Plans, Accident and Hospital Indemnity, Pet Insurance and much more
At Blue Yonder, we are committed to a workplace that genuinely fosters inclusion and belonging in which everyone can share their unique voices and talents in a safe space.
We continue to be guided by our core values and are proud of our diverse culture as an equal opportunity employer.
We understand that your career search may look different than others, and embrace the professional, personal, educational, and volunteer opportunities through which people gain experience.
The salary range information provided, reflects the anticipated base salary range for this position based on current national data. Minimums and maximums may vary based on location. Individual salary will be commensurate with skills, experience, certifications or licenses and other relevant factors.In addition, this role will be eligible to participate in either the annual performance bonus or commission program, determined by the nature of the position.
At Blue Yonder, we care about the wellbeing of our employees and those most important to them.This is reflected in our robust benefits package and options that includes:
Comprehensive Medical, Dental and Vision
401K with Matching
Flexible Time Off
Corporate Fitness Program
Wellbeing Days
A variety of voluntary benefits such as; Legal Plans, Accident and Hospital Indemnity, Pet Insurance and much more
At Blue Yonder, we are committed to a workplace that genuinely fosters inclusion and belonging in which everyone can share their unique voices and talents in a safe space.
We continue to be guided by our core values and are proud of our diverse culture as an equal opportunity employer.
We understand that your career search may look different than others, and embrace the professional, personal, educational, and volunteer opportunities through which people gain experience.
Our ValuesIf 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.