Position Summary...
What you'll do...
Our Company :
If you're thinking 'scale', think bigger and don't stop there. At Walmart Labs, we don't just innovate, we enable transformations across stores and different channels for the Walmart experience. We innovate to deliver a simple and seamless experience for our customers. Our tech talent solves the biggest and most complex problems. They drive digital transformation where data science and analytics are enabling us to better serve our customers and create a digital relationship with them. As our customers evolve and adapt, we are taking it a few notches further here. We're changing what customers can expect from the experience of shopping, from the physical stores, to mobile social and even online; we're not just ready for the future of shopping, we're creating it.
Our Team :
Market Intelligence (MINT) team at Walmart Labs, delivers on the promise of EDLP (Every Day Low Prices) to our customers. It is focused on generating actionable insights for pricing, assortment, marketing optimization purpose for stores and e-commerce business across geographies leveraging market intelligence. Our systems are built leveraging cutting edge open-source technologies.
Your Opportunity
To fulfill the charter of MINT, there is need for top notch talent in the Data Sciences space. You would be working on challenging problems in NLP leveraging Machine Learning and Deep Learning Techniques to generate tangible and immediate business impact.
What you'll do :
As a Senior Data Scientist for Walmart Labs, you'll be required to shape and deliver on the MINT data sciences charter.
• Analytical Modeling: Exploratory data analysis methods and techniques including but not limited to Python string operations like Json Parsing and regex, data pipeline using pandas. ML Model framework including but not limited to : Advanced statistical models (e.g. Linear models, Bayesian inference, SVM, Random Forest, GBM etc.). Deep learning models (e.g. MLP, LSTM, CNN, Transformers, genAI LLM like GPT, llama, Gemini) Programming languages like Python, and deep learning framework like PyTorch.
• Model Assessment & Validation : ML Model training, LLM fine-tuning, and validation techniques. Evaluation metrics like Precision / Recall.
• Model Deployment & Scaling : deploy deep learning model (e.g. Transformers model) in cloud, GPU optimization, load testing,
• Data Visualization : Generates appropriate graphical representations of data and model outcomes under guidance. Supports the understanding of customer requirements and designs data representations for simple data sets. Presents to and influences the team using the appropriate frameworks and conveys messages through basic business understanding.
Our Ideal Candidate :
You are a technically strong and high performing individual with experience in machine learning and deep learning, excellent communication skills, proven analytical skills and strong customer focus. You stay updated with latest research and technology ideas and have a passion to utilize innovative ways to solve problems. You are a good storyteller and able to simply articulate the intricacies of your models as well as explain your results clearly to stakeholders.
What you'll bring :
• Master's Degree with > 4+ years of relevant experience OR PhD with > 2+ years of relevant experience in Computer Science, Statistics, Information Technology, Operations Research, or a related field
• Hands-on experience in NLP, machine learning and deep learning techniques, open-source frameworks.
• Knowledge of experimental design (A/B testing)
About Walmart Global Tech :
Imagine working in an environment where one line of code can make life easier for hundreds of millions of people. That's what we do at Walmart Global Tech. We're a team of software engineers, data scientists, cybersecurity expert's and service professionals within the world's leading retailer who make an epic impact and are at the forefront of the next retail disruption. People are why we innovate, and people power our innovations. We are people-led and tech-empowered. We train our team in the skillsets of the future and bring in experts like you to help us grow. We have roles for those chasing their first opportunity as well as those looking for the opportunity that will define their career. Here, you can kickstart a great career in tech, gain new skills and experience for virtually every industry, or leverage your expertise to innovate at scale, impact millions and reimagine the future of retail.
Flexible, Hybrid work :
We use a hybrid way of working that is primarily in office coupled with virtual when not onsite. Our campuses serve as a hub to enhance collaboration, bring us together for purpose and deliver on business needs. This approach helps us make quicker decisions, remove location barriers across our global team and be more flexible in our personal lives.
Benefits :
Benefits: Beyond our great compensation package, you
Location: Fremont, CA
Posted: Aug. 16, 2024, 4:57 a.m.
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