Bangalore, Karnataka, India
Information Technology
Full-Time
Blue Yonder
Overview
Scope
Primary Duties and Responsibilities
Consistently delivers solid quality and helps the team, in particular:
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.
- Lead the creation and deployment of machine learning models for demand forecasting.
- Discover opportunities to enhance supply chain efficiency by applying various data science techniques, analyzing customer data, and experimenting to solve real-world business challenges in retail planning.
- Design and develop data-intensive systems using Python and frameworks like Dask, with an emphasis on performance and scalability.
- Develop forecasting models to provide insights into expected returns, helping retailers adjust stocking levels, labor, and reordering strategies.
Primary Duties and Responsibilities
Consistently delivers solid quality and helps the team, in particular:
- Is responsible for designing, developing, and testing new algorithms, models, or solving approaches based on machine learning, operation research, or other techniques to solve a Blue Yonder business problem under the supervision of a senior team member or manager.
- Stays current with scientific libraries and development tools.
- Continuously improves themselves and the code they produce.
- Develops quality software according to clean code principles and Blue Yonder standards.
- Has an understanding of the problem domain the team works on.
- Is perceived as the expert in a small area within the team and is the go-to person for related implementational and operational issues.
- Participates in the operation of machine learning services through rolling out changes, resolving incidents, and fulfilling service requests.
- Clearly communicates impediments and actively seeks support by team members to overcome obstacles.
- Participates in team activities such as backlog grooming, planning, daily standups, and retrospectives.
- Demonstrates problem solving and innovation ability.
- Integrates new models and algorithms into a product solution with limited assistance.
- Translates business requirements to user stories and actively seeks feedback by the stakeholders.
- Timely and proactively communicates impediments to commitments.
- Communicates information in the team.
- Communicates information internally and assists in external communication with customers and partners.
- Acts according to company and team visions and requires user stories to adhere to those visions.
- Writes effective test cases.
- Has mastered some of Blue Yonder's domain expertise with knowledge acquired from past projects.
- Actively provides feedback during code reviews.
- Understands functional and technical requirements of software components.
- Participates in translating scientific contributions into patents, publications, or conferences.
- Autonomously pulls issues from the team backlog or supports other team members with their issues as appropriate.
- Participates in team hiring activities.
- Understands infrastructure costs of machine learning algorithms embedded in delivered products and services and makes diligent use of provided resources.
- Identifies inefficient use of computational resources in the machine learning pipeline and uses adequate patterns and technologies to resolve this.
- Scales machine learning pipeline to meet throughput targets and time windows.
- Machine Learning, Deep Learning, Statistical Analysis
- Optimization: Markov Decision Process, dynamic programming, etc.
- Data Visualization: Streamlit, etc.
- Python, Object-Oriented Programming (OOP) Concepts
- SQL, Snowflake
- Pandas, PyTorch, scikit-learn, etc.
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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