AI/ML Engineer

Job Description

Making a career change is a big decision. Why consider Aptos? Become a part of a team that is passionate about creating and delivering cutting-edge solutions for retailers worldwide. At our company, we re dedicated to supporting your career aspirations and helping you exceed your goals. You ll benefit from industry-leading training, global development opportunities, and the chance to collaborate within a diverse culture across our offices in nine countries. Our inclusive culture reflects our purpose: to make a difference for every colleague, every client, every day . As a leading provider of Unified Commerce solutions for retail, our technology empowers top retail brands by optimizing product management, promotions, merchandising, and store operations. With the global shift toward our cloud-native, microservices architecture, opportunities for career growth have never been more exciting. Today, more than 100,000 retail stores in fashion, grocery, footwear, general merchandise, discount, and sporting goods rely on our solutions to generate nearly $2 trillion in annual revenue. We hope you ll join us in driving innovation and delivering impactful solutions as we continue leading the Unified Commerce revolution. Aptos market-leading platform drives the world s largest retailers in terms of their product pricing, promotion and merchandising decisions worldwide. Over 33,000 retail locations and $200+B in annual revenue across grocery, drug, convenience, general merchandise, discount, sporting goods stores, fashion, and eCommerce sites optimize with Aptos solutions. Aptos acquired Revionics in September 2020. Revionics is the worldwide leader in retail pricing, with 20 years of experience delivering AI/ML-driven retail pricing and promotions SaaS solutions for some of the largest and best-known retailers in the world, affecting over $500B revenue under management across more than 50 retailers. The AI team, within the Product Org, plays a central role at the company and is responsible for the GenAI (agents, conversational analytics etc.) and Predictive AI solutions (modeling, forecasting, optimization, etc) at Revionics. As an engineer on the Science team, you will be part of a skilled and diverse team while working with a mix of data scientists and engineers. You ll not only have the opportunity to learn/use state-of-art AI/GenAI and ML techniques but also implement/roll-out modern engineering frameworks and solve problems that have not been solved before. If you re someone who is ready to take on a challenge, drive change, and be part of an awesome team, this is the right role for you! About the Role: The engineer will be responsible for designing, building, deploying, and evolving the end-to-end AI/ML systems at Aptos (demand modeling and forecasting, optimization, GenAI agents, etc.) Who you are? You have a Bachelors/Master s degree in computer science, engineering, or related STEM field, or equivalent work experience Strong algorithmic problem-solving skills and an analytical mindset Hunger to learn new domains and complex code bases 4+ years of development experienced with Python or another similar language Experience with GCP (Kubernetes, Cloud functions, Cloud Run etc.) or similar Experience in containerization and container orchestration (Docker, Kubernetes, etc.) Experience enabling CI/CD pipelines using tools such as Gitlab, or similar Expertise in SQL and exposure to non-relational (MongoDB or similar) Exposure to ML frameworks such as Tensorflow, Pytorch, Scikit-Learn, Spark, would be a plus Able to communicate, collaborate, and work effectively in a distributed team. Can think about and write high quality code and can demonstrate that capability Enjoy tough technical challenges and are naturally intellectually curious Seek to drive change and influence others through clear and effective communication. What you ll do? Collaborate with the cross functional teams to help design, build and deliver the headless product offering Collaborate with the data scientists and other ML engineers to design, build and deliver the first agentic Revionics experience Design, build, test and maintain end-to-end AI forecasting, optimization and modeling services Dive deep into the underlying infra architecture to ensure we are building the right way Work with product, engineers, and data scientists to translate ideas into new products, services and features Mentor junior engineers and continually improve our technical stack and processes We also look for Passion Initiative and a Pioneering Spirit Quality orientation Resourcefulness and application