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About the role
Key responsibilities & impact- Apply and/or develop statistical modelling techniques (such as deep neural networks and Bayesian models), optimization methods and other ML techniques.
- Develop efficient and scalable models at Walmart scale.
- Collaborate with counterparts in business, engineering, and science to find impactful solutions to business problems.
- Define and/or own the model goodness metrics and track the business impact over time.
- Present recommendations from complex analysis to business partners in clear and actionable form, influencing the future.
Requirements
What you’ll need- PhD with >5 years of relevant experience / 4-year bachelor’s degree with > 10 years of experience / Master’s degree with > 8 years of experience.
- Educational qualifications should be preferably in Computer Science or a strongly quantitative discipline.
- Manage the continuous improvement of data science and machine learning by following industry best practices and staying up to date with and extending the state-of-the-art in Machine Learning Research.
- Integrate data science solutions into current business processes.
- Develop and recommend process standards and best practices in Machine Learning as applicable to the retail industry.
- Mentor peers and junior members and handle multiple projects at the same time.
- Consult with business stakeholders across stores and e-commerce businesses regarding algorithm-based recommendations and be a thought-leader to develop these into business actions.
- Engage and partner with universities, institutes, and vendor partners to bring in ideas and innovation into the lab’s environment.
- Peer review and publish work in top tier ML/AI conferences such as NIPS, ICML, AAAI and COLT.
- Participate and speak at various external forums such as research conferences and technical summits.
- Promote and support company policies, procedures, mission, values, and standards of ethics and integrity.
Benefits
Comp & perks- Beyond our great compensation package, you can receive incentive awards for your performance.
- Other great perks include a host of best-in-class benefits maternity and parental leave, pto, health benefits, and much more.
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
statistical modellingdeep neural networksBayesian modelsoptimization methodsmachine learning techniquesdata science solutionsmodel goodness metricsalgorithm-based recommendationsprocess standardsbest practices in machine learning
Soft Skills
collaborationinfluencingmentoringconsultingproject managementcommunicationthought leadershipcontinuous improvementpresentation skillsengagement
