Senior Software Engineer
(USA) TX GRAPEVINE 04795 SAM'S CLUB
Walmart
What’s a career at Walmart or Sam’s Club like? To find out, explore our culture, our opportunities and the difference you can make.What you'll do...
Position: Senior Software Engineer
Job Location: 3155 W Wheatland Rd, Dallas, TX 75237
Duties: Performs solution design, including software architecture; distributed systems; scalability; design patterns; disaster recovery; tech stacks; minimum viable product (MVP); non-functional requirements; and Telemetry. Assists in design of solutions such that the processes/applications work in tandem for specific components/modules of a product. Evaluates trade-offs while designing a component based on business requirements. Assists in conversion of HLD (High Level Design) to create detailed design using mock screens, pseudo codes and detailed functional logic of the modules for specific modules / components of a product. Performs requirement and scoping analysis, including traceability matrix; risk analysis methodologies; cost analysis; business objectives; classification of requirements; user stories to explore relevant products/solutions from an existing repertoire to address business/technical needs. Assesses gaps/updates/modifications between the customer/business expectations and existing product/solutions (in case of agile methodology, for the iteration). Classifies the requirements into applicable types (i.e., functional/non-functional, derived/imposed/emergent, etc.). Anticipates solution risks/issues during requirements gathering phase, informs relevant stakeholders and recommends corrective steps. Contributes to the creation of user stories for component/application/complex (for Agile Methodology). Reviews coding standards and guidelines; coding languages (including JavaScript, Python, C#, etc.), frameworks (including ActiveX, .Net, Cocoa, Android application framework, etc.), tools (Monday.com, Linx, Embold, etc.) and Platforms (Microsoft Azure, AWS, Apple IOS, etc.); Quality, Safety and Security (PCI, etc.) standards; utilizes emerging tools and technologies, including Telemetry, to create/configure minimalistic code for entire component/application and ensure the components are meeting business/technical requirements, non-functional requirements, low-maintainability, high-availability, and high-scalability needs. Assists in the selection of appropriate languages (JavaScript, Python, C#, etc.), development standards and tools (Monday.com, Linx, Embold, etc.) for software coding/configuration. Builds scripts for automation of repetitive and routine tasks in CI/CD (Continuous Integration/Continuous Delivery), testing or any other process (as applicable). Implements telemetry features as required independently. Ensures security policy requirements are properly applied to components/application during code development/configuration. Performs testing, including test case preparation; test objectives; test strategy; test types; test tools (Automation - Selenium, Agile - Jira, Mobile - Eggplant, etc.); test environment; root cause analysis. Maps customer requirements to test objectives. Identifies and creates test cases for the component/module. Executes test cases to test the code and detect errors and defects for the entire component. Executes different types of testing using appropriate testing tools based on the testing needs.
Minimum education and experience required: Bachelor’s degree or the equivalent in Computer Science, Computer Engineering, Computer Information Systems, Software Engineering, or related field plus 3 years of experience in software engineering or a related field.
Skills required: Must have experience with: Computer Vision (Convolutional Neural Networks, Deep Convolutional Neural Networks, YOLO); Reinforcement Learning (Q learning, Acotr-Critic); Machine learning techniques (SVM, Tree Models, Unsupervised/ Semi-supervised Learning, Bayesian Methods, Dimensionality Reduction and Clustering) to design and test different solutions; Statistical Data Analysis (Probability, Market Basket, Game Theory, Topology); Deep Learning Frameworks (Tensorflow, Pytorch, Keras, pytorch lightning, Tensor-RT); Cloud experience (Kubernetes, Docker, Azure, and GCP) to develop, manage and monitor; Object-oriented Programming (Python, Java, C/C++, Golang and Typescript); Parallel computing: CUDA, TPU; Mobile OS (iOS and Android) and Development (Xcode and Android Studio) plus user-friendly designs; Use image processing libraries (NumPy, OpenCV and scikit-learn) to pre-process and post-process data; Database Management System including Relational SQL (MySQL, Microsoft SQL Server and PostgreSQL) and NoSQL (Redis, Azure CosmosDB and MangoDB); Design RESTful API (Flask, Django and FastAPI) and frontend layouts (HTML, CSS, Javascript, JQuery and React); Understanding different evaluation techniques including confusion matrix, mAP, F1 score, accuracy, precision, and recall; Data Structure and algorithms (Tree, DFS/BFS, Hashing, Dynamic Programming, Graph Theory, Quick Select, Bit Manipulation); Code optimization using profiling (pprof, continuous pprof, flame graphs); Design and implement profiling tools using Golang and Python; Develop high quality code and manage code base using Git on GitHub and Gitlab; Design and implement RESTful API Web Services in Java using Spring Boot; Implement CI/CD pipelines on cloud infra; Manage deployment and system maintenance on Linux/Unix OS using Shell script. Employer will accept any amount of graduate coursework, graduate research experience or professional experience with the required skills.
#LI-DNP #LI-DNI
Wal-Mart is an Equal Opportunity Employer.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Agile APIs Architecture AWS Azure Bayesian CI/CD Classification Clustering Computer Science Computer Vision CUDA Data analysis Deep Learning Distributed Systems Django Docker Eggplant Engineering FastAPI Flask GCP Git GitHub GitLab Golang Java JavaScript Jira Keras Kubernetes Linux Machine Learning MVP MySQL NoSQL NumPy OOP OpenCV Pipelines PostgreSQL Python PyTorch React Reinforcement Learning Research Scikit-learn Security Selenium SQL Statistics TensorFlow Testing TypeScript YOLO
Perks/benefits: Career development
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