AI/ML Engineer

India - Bengaluru

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 Bachelor's/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

Are you the person we’re looking for?

Big picture thinker with laser focus. You have a unique ability to see both the forest and the trees. It’s what sets you apart from the rest. You start with a good understanding of the broader strategy, zoom in to assess one particular aspect of that strategy, and then zoom back out to see how changes to that particular area will affect the broader process.

Expert relationship cultivator. Product managers think you’re a good partner -- because you are. Developers feel you respect their opinions -- because you do. You’re a true people person, a natural collaborator, and a highly sought-after resource.

Quality orientation. You have proven success at writing quality user stories and analysis deliverables through the application of established criteria like INVEST and SMART. Your work is thoughtful, timely and valuable to the team.

Resourcefulness and application. At Aptos, we have a pioneering spirit -- when we have questions, we find answers; when we’re faced with challenges, we find solutions. We turn to a variety of resources, including our own colleagues, our professional network, the Internet, articles and books -- whatever helps us get the job done. But it’s not just about using a variety of resources to gain knowledge -- it’s also about applying that knowledge to other areas of the job or business where it might make sense

We offer a competitive total rewards package including a base salary determined based on the role, experience, skill set, and location. For those in eligible roles, discretionary incentive compensation may be awarded in recognition of individual achievements and contributions. We also offer a range of benefits and programs to meet employee needs, based on eligibility. 

We are an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran. By submitting an application for this job, you acknowledge that any personal data or personally identifiable information that you provide to us will be processed in accordance with our Candidate Privacy Notice.