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Invent.ai is a fast-growing company providing AI-Decisioning for Inventory, Merchandising and Pricing Optimization Solutions to retailers around the world. This is an exciting time at Invent, as we are growing our client base, our product portfolio, and our teams to revolutionize the supply chain planning industry. We are a group of bright, kind, and goal-oriented people working together to make retail better. We take pride in what we do. As a provider of award-winning enterprise-AI SaaS solutions that serve a growing international business with customers across the U.S., Europe, the Middle East, and East Asia, we make a measurable and meaningful difference for our customers every day. Headquartered in the United States and with offices around the world, our team of 300+ people consists of young engineers and data scientists from the top CS and engineering programs working remotely out of our Istanbul, Philadelphia, Amsterdam, and London offices.
Job Responsibility:
Own the end-to-end development of cross-domain features, working seamlessly across Python/PySpark batch processes, AWS Lambda serverless backends, and React frontends
Practice contract-driven development by defining strict interfaces, API schemas, and data structures before implementation to ensure conflict-free teamwork
Utilize modern AI coding assistants (e.g., Cursor, Copilot) to accelerate implementation, allowing you to focus on complex business logic and architecture rather than boilerplate syntax
Develop 'best-in-class' architecture by ensuring components are modularized, secure, and scalable
Shift focus to verifying AI-generated code through comprehensive automated testing (TDD) and edge-case validation
Adhere to modern software engineering practices through architectural reviews, focusing on intent and contract alignment rather than basic syntax checks
Exercise DevOps principles to deploy, maintain, and monitor production workflows, ensuring continuous delivery and actionable telemetry data
Act as a bridge between data scientist groups and product teams, productizing machine learning models using cutting edge cloud and big data technologies
Requirements:
6+ years of work experience including scalable SaaS systems
Bachelor's degree or higher in a related field
Strong hands-on experience across our core tech stack: Python and Apache Spark (PySpark) for data processing, AWS Serverless ecosystem (Lambda) for backends, and React for frontend UI
Deep understanding of Object-Oriented Programming principles, design patterns, and system architecture
Experience integrating and managing AI coding tools in daily workflows to multiply productivity
Strong testing mindset with experience in writing robust unit, integration, and end-to-end tests to validate complex system behaviors
Familiarity with CI/CD best practices, DevOps, DataOps, and Platform Engineering concepts
Ability and motivation to self-teach, manage through ambiguity, and provide high-context instructions to AI models
Nice to have:
Familiarity with supply chain analytics problems such as demand forecasting, inventory, and price optimization
Expertise in batch and stream ETL processes, data pipelines, and orchestration frameworks (e.g., Airflow, Databricks)
Sound understanding of machine learning concepts and experience with Python analytics libraries like NumPy, Pandas, or scikit-learn
Knowledge of relational (MSSQL/PostgreSQL), NoSQL databases, and columnar data formats
Experience with Continuous Integration / Continuous Deployment best practices and familiarity with DevOps technologies such as Docker, Github Actions, Jenkins and Terraform
What we offer:
Monthly fixed contribution to internet bill and fun packets (Netflix, Amazon Prime etc.)
Comprehensive private health insurance
Support for career growth with Udemy, Medium, HBR and other learning tools
Extra off days for different occasions (birthday, moving day, maternity & paternity leaves etc.)
Powerful referral bonus
All-day snacks at the office, team activities, social club meetings, annual retreats, monthly happy Friday drinks and other celebrations
Game Master
Celebrate and reward teammates who have won awards in arts and sports
Invent Social Responsibility Club for educational scholarships and donations