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Staff, Software Engineer - Search ML Ops - job 1 of 3

Position Summary...What you'll do...Here at Walmart, we're driven by an intellectual curiosity that keeps us on the cutting-edge of user design and a seamless customer experience. We're intrigued by the opportunity to engineer the most optimal approach that drives conversions and generates consumer loyalty across every touchpoint of the digital journey.As a Staff Software Engineer, you'll spend your days translating requirements into solutions, writing code, collaborating with cross-functional teams, and providing us with the insights necessary to think beyond the status quo. You'll lead project teams consisting of other engineers achieving shared goals.About Team: Search MLOpsAs a member of the Model Serving team, you'll be responsible for supporting and enhancing the Walmart MLOps platform. Your duties will include suggesting ideas to achieve low latency and high performance for ML models, guiding other engineers in developing and productionizing these ideas, staying updated on the latest ML technologies to improve the Walmart ML platform, and integrating the newest ML runtimes and tools. You will also provide suggestions for optimizing and improving the performance of trained ML models. Additionally, you will independently handle high-impact, critical platform and system monitoring issues and troubleshoot business and production problems. As part of the team, you'll have the opportunity to work for the world's largest retailer and contribute to the development of best-in-class methodologies that significantly impact perception and transform business practices.The larger search ecosystem is a large distributed system powered mostly by the JVM with Java as our primary programming language. We heavily use kubernetes, Solr, Redis, Kafka, Spark and NoSQL, among other cutting-edge technologies in our core platform. Experience with these technologies would be advantageous but is not required.What you'll do:During any given day, you will:• Assist in solving problems by writing and developing code, conducting unit testing, communicating status and issues to team members and stakeholders, troubleshooting open issues and bug-fixes, and ensuring on-time delivery and hand-offs.• Assist in providing guidance to engineers for assigned Engineering projects by providing detailed technical feedback through various channels including pair programming and code reviews.• Provide support to the business by responding to user questions, concerns, and issues• Troubleshoot business and production issues by gathering information (for example, issue, impact, criticality, possible root cause) and performing root cause analysis to reduce future issues.• Participate in the discovery phase of medium to large-sized projects to come up with high level design by partnering with the product management, project management, business, user experience teams, and engineering teams.Now, imagine doing all the above for the world's largest retailer. That's the Walmart experience. Intrigued?What you'll bring:You have and can implement big ideas with a positive attitude. You want to be a part of the team to disrupt this industry, and you have these main skills:• Working experience or knowledge about machine learning, model serving runtimes (ex: Torchserve, Triton etc), model serving platforms (ex: Kserve).• Proficiency in Python programming, with the ability to write clean, maintainable, and efficient code. Ability to suggest improvements that reduce code execution latency without compromising functionality.• Solid fundamentals in Algorithms, Data Structures, Complexity Analysis and Object-Oriented Design• Experience building high-performance, highly available and scalable distributed systems.• Experience working on cloud native services• Ability to build products with focus on testability, someone who loves test coverage• A disciplined approach to development, code review, testing, documentation, and code structure in a team environment.• A constant desire to improve, learn more and take things to the next level and a passion for adopting the latest features in software developmentYou'll really wow us if...• You have experience using ArgoCD (or other CI/CD tools) and advanced ML monitoring tools.• Your ability to rise above group think and see beyond the here and now is matched only by your intellectual curiosity.• You come to the table with a comprehensive knowledge of Java as well as Agile methodologies• You have experience with search engines such as Solr, Lucene or ElasticSearch• You consider yourself to be a student of the world who thrives in an ever-changing environment that holds within it new challenges and chances to prove your expertise.• You level up when you can teach others and empower those around you to excel.You'll make an impact by...• Effectively translating requirements into project parameters while working with agility from cradle to grave.• Helping cross-functional teams to solve for business problems and develop solutions that enable us to redefine a "best-in-class" customer experience.• Encouraging the project teams that you are part of to work collaboratively and to aim for insight-driven outcomes.• The above information has been designed to indicate the general nature and level of work performed in the role. It is not designed to contain or be interpreted as a comprehensive inventory of all duties, responsibilities and qualifications required of employees assigned to this job. The full Job Description can be made available as part of the hiring process.Minimum QualificationsOutlined below are the required minimum qualifications for this position. If none are listed, there are no minimum qualifications.• As permitted by applicable law, provide evidence of full vaccination as defined by CDC guidelines OR secure approval of medical or religious accommodation for the vaccination mandate.• Bachelor's degree in Computer Science and 5 years' experience in software engineering or related field OR 8 years' experience in software engineering or related field.Preferred QualificationsOutlined below are the optional preferred qualifications for this position. If none are listed, there are no preferred qualifications.• Master's degree in Computer Science or related field and 4 years' experience in software engineering or related fieldAbout Walmart Global TechImagine 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 can receive incentive awards for your performance. Other great perks include 401(k) match, stock purchase plan, paid maternity and parental leave, PTO, multiple health plans, and much more.Equal Opportunity Employer:Walmart, Inc. is an Equal Opportunity Employer - By Choice. We believe we are best equipped to help our associates, customers and the communities we serve live better when we really know them. That means understanding, respecting and valuing diversity- unique styles, experiences, identities, ideas and opinions - while being inclusive of all people.The above information has been designed to indicate the general nature and level of work performed in the role. It is not designed to contain or be interpreted as a comprehensive inventory of all responsibilities and qualifications required of employees assigned to this job. The full Job Description can be made available as part of the hiring process.At Walmart, we offer competitive pay as well as performance-based bonus awards and other great benefits for a happier mind, body, and wallet. Health benefits include medical, vision and dental coverage. Financial benefits include 401(k), stock purchase and company-paid life insurance. Paid time off benefits include PTO (including sick leave), parental leave, family care leave, bereavement, jury duty, and voting. Other benefits include short-term and long-term disability, company discounts, Military Leave Pay, adoption and surrogacy expense reimbursement, and more.You will also receive PTO and/or PPTO that can be used for vacation, sick leave, holidays, or other purposes. The amount you receive depends on your job classification and length of employment. It will meet or exceed the requirements of paid sick leave laws, where applicable.For information about PTO, see https://one.walmart.com/notices .Live Better U is a Walmart-paid education benefit program for full-time and part-time associates in Walmart and Sam's Club facilities. Programs range from high school completion to bachelor's degrees, including English Language Learning and short-form certificates. Tuition, books, and fees are completely paid for by Walmart.Eligibility requirements apply to some benefits and may depend on your job classification and length of employment. Benefits are subject to change and may be subject to a specific plan or program terms.For information about benefits and eligibility, see One.Walmart .The annual salary range for this position is $132,000.00-$264,000.00Additional compensation includes annual or quarterly performance bonuses.Additional compensation for certain positions may also include:- StockMinimum Qualifications...Outlined below are the required minimum qualifications for this position. If none are listed, there are no minimum qualifications.Option 1: Bachelor's degree in computer science, computer engineering, computer information systems, software engineering, or related area and 4 years' experience in software engineering or related area.Option 2: 6 years' experience in software engineering or related area.Preferred Qualifications...Outlined below are the optional preferred qualifications for this position. If none are listed, there are no preferred qualifications.Master's degree in Computer Science, Computer Engineering, Computer Information Systems, Software Engineering, or related area and 2 years' experience in software engineering or related area, We value candidates with a background in creating inclusive digital experiences, demonstrating knowledge in implementing Web Content Accessibility Guidelines (WCAG) 2.2 AA standards, assistive technologies, and integrating digital accessibility seamlessly. The ideal candidate would have knowledge of accessibility best practices and join us as we continue to create accessible products and services following Walmart's accessibility standards and guidelines for supporting an inclusive culture.Primary Location...221 River St, Hoboken, NJ 07030, United States of America
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What You Should Know About Staff, Software Engineer - Search ML Ops, Walmart

At Walmart, we're excited to welcome a Staff Software Engineer - Search ML Ops to our Hackensack, NJ team. In this dynamic role, you'll be immersed in designing and enhancing our cutting-edge MLOps platform. If you're passionate about machine learning and are eager to apply your coding skills in Python while collaborating with talented engineers, this is the opportunity for you! Your day-to-day will involve translating complex requirements into innovative solutions that not only improve the performance of our ML models but also contribute to an unmatched customer experience. As part of a model serving team, you'll be at the forefront of using technologies like Kubernetes, Solr, and Spark, working in a fast-paced environment where your ideas can truly shine. Passionate about learning and sharing knowledge? You'll be guiding fellow engineers through code reviews and pair programming, helping to foster a culture of collaboration. Plus, with your expertise in cloud-native services and distributed systems, you’ll help troubleshoot critical platform issues, ensuring seamless operations. Imagine the impact your work at Walmart, the world's largest retailer, will have on hundreds of millions of customers! So if you're ready to think beyond the status quo and help us redefine retail technology, we would love for you to consider this exciting position with us.

Frequently Asked Questions (FAQs) for Staff, Software Engineer - Search ML Ops Role at Walmart
What are the main responsibilities of the Staff Software Engineer - Search ML Ops at Walmart?

As a Staff Software Engineer - Search ML Ops at Walmart, you will be responsible for enhancing and supporting our MLOps platform. Your duties include writing and developing code, conducting unit testing, guiding other engineers through technical feedback, troubleshooting production issues, and collaborating with cross-functional teams to deliver innovative solutions that elevate user experience.

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What qualifications do I need to apply for the Staff Software Engineer - Search ML Ops position at Walmart?

To apply for the Staff Software Engineer - Search ML Ops position at Walmart, you should ideally hold a Bachelor's degree in Computer Science or a related field with at least 5 years of software engineering experience, or 8 years of experience without a degree. Proficiency in Python programming and a solid understanding of machine learning concepts are essential, along with experience in distributed systems and cloud-native services.

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What experience is preferred for the Staff Software Engineer - Search ML Ops role at Walmart?

While the mandatory qualifications are quite robust, preferred candidates for the Staff Software Engineer - Search ML Ops role at Walmart should have a Master's degree in Computer Science and may have experience with advanced ML monitoring tools, CI/CD practices, and technologies like Java. Familiarity with search engines such as Solr is also an advantage, positioning you well to excel in this role.

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What technologies will I be working with as a Staff Software Engineer - Search ML Ops at Walmart?

In your role as a Staff Software Engineer - Search ML Ops at Walmart, you will work with an array of cutting-edge technologies including Kubernetes, Solr, Redis, Kafka, Spark, and NoSQL. While familiarity with these tools is advantageous, our team values enthusiasm for learning and willingness to adapt to new technologies just as much.

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How will the Staff Software Engineer - Search ML Ops at Walmart contribute to team collaboration?

The Staff Software Engineer - Search ML Ops at Walmart will play a crucial role in nurturing team collaboration by providing guidance to fellow engineers, participating in code reviews, and engaging in pair programming. You'll work closely with various teams, sharing technical insights to tackle business challenges collectively, ultimately leading to high-quality project outcomes.

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Common Interview Questions for Staff, Software Engineer - Search ML Ops
Can you describe your experience with machine learning and model serving platforms?

In response to this question, be sure to highlight specific projects where you implemented machine learning solutions, any platforms you’ve used such as TensorFlow, Torchserve, or Kserve, and discuss how you optimized model performance and latency in past roles.

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How do you ensure code quality and maintainability?

For this question, discuss your disciplined approach to coding by emphasizing practices such as code reviews, pair programming, and maintaining thorough documentation. Share examples of how these practices improved project outcomes in previous jobs.

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What strategies do you use to troubleshoot issues in production environments?

When answering, outline your systematic approach to troubleshooting, such as gathering information about the issue, performing root cause analysis, and implementing solutions. Providing a real-world example of a challenging issue you resolved can also strengthen your answer.

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Explain how you would improve the performance of an ML model?

Discuss your knowledge on model evaluation techniques, hyperparameter tuning, and feature engineering. Highlight a specific instance where your improvements led to measurable performance enhancements in an ML project.

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How do you keep up with the latest technologies and advancements in ML?

Share your methods for staying current in the fast-evolving field of machine learning, such as taking courses, participating in online forums, or attending industry conferences. This shows your commitment to continuous learning.

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Can you tell us about a challenging project you worked on and the outcome?

Select a relevant project that showcases your problem-solving skills, teamwork, and technical expertise. Explain the challenges you faced, how you approached them, and the positive outcomes you achieved.

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Describe your experience working in agile development environments.

Highlight your familiarity with Agile methodologies, such as Scrum or Kanban, by discussing specific projects you’ve worked on that utilized these frameworks. Illustrate how these practices contributed to your team's success.

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What tools do you prefer for CI/CD, and why?

Discuss the CI/CD tools you've used, such as Jenkins or ArgoCD, and why they are beneficial for streamlining deployment processes. Provide examples of how these tools improved efficiency in previous projects.

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How do you approach mentoring junior engineers?

Describe your mentoring philosophy, explaining how you offer support through constructive feedback, shared coding practices, and guiding them through challenging tasks. Mention any positive experiences or success stories you've had.

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What motivates you to drive innovation in your work?

Share your passion for problem-solving and your desire to make an impact through technology. Provide examples of how this motivation has led to innovation or improvements in your previous roles.

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December 9, 2024

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