Staff Machine Learning Engineer, Gen AI

📋 Description

• • Weave Communications is seeking a highly skilled and motivated Staff Machine Learning Engineer specializing in Generative AI to join our dynamic, self-empowered teams. This role offers a unique opportunity to contribute significantly to the evolution of AI-powered features, making machine learning more accessible and data more discoverable for our customers.
• • You will be an integral part of a talented group of developers passionate about distributed backend systems, data scalability, and continuous development. Your expertise will be applied to both new and ongoing projects, focusing on democratizing access to powerful AI tools and technologies.
• • As a Staff ML Engineer, you will play a pivotal role in designing and developing robust machine learning infrastructure, cutting-edge tooling, and sophisticated models that empower product and development teams to deliver world-class user experiences.
• • A key aspect of your role will involve educating and guiding product and development teams on the intricacies of the data lifecycle and the experimental nature inherent in machine learning projects.
• • You will be instrumental in building internal products and platforms that facilitate the seamless integration of AI capabilities into our features and customer-facing products, driving innovation across the company.
• • Your responsibilities will extend to consulting with various teams, providing expert guidance on common machine learning patterns, identifying anti-patterns, and navigating complex trade-offs to ensure the creation of exceptional end-to-end customer experiences.
• • You will architect and build scalable, resilient services designed to support intricate data integration processes, real-time event processing, and the seamless extension of our platform capabilities.
• • A significant part of your contribution will involve the continuous evolution of product functionality, ensuring our systems can efficiently service vast amounts of data and handle high traffic volumes.
• • You are expected to write high-quality, performant, sustainable, and thoroughly testable code, taking full ownership and accountability for the quality and reliability of your contributions.
• • Collaboration and mentorship are core to this role. You will actively coach and work alongside colleagues both within and outside your immediate team, fostering growth by sharing your expertise and championing best practices.
• • You will operate within a cloud environment, with a strong understanding of implementing functionality across multiple distributed components and services.
• • You will collaborate closely with stakeholders to translate high-level product goals into concrete, actionable engineering plans, ensuring alignment and successful project execution.
• • The Machine Learning Team's overarching mission is to fuel product innovation by removing the complexities associated with building AI-powered applications that require access to extensive datasets. We aim to democratize machine learning, enabling teams to develop advanced features safely and responsibly, without requiring a PhD in Data Science.
• • This is a fully remote position based in India, with the expectation of overlapping with both India and US business hours to facilitate collaboration.
• • You will report directly to the Engineering Director, contributing to strategic technical direction.
• • Your work will directly impact how hundreds of millions of people experience Weave daily, making this a high-visibility and high-impact role.
• • You will be working with emerging technologies and building models for new products at an unprecedented scale.
• • This role requires a deep understanding of distributed systems and the ability to build scalable, redundant, and observable services.
• • Expertise in designing and architecting systems capable of handling distributed datasets and services is crucial.
• • Experience building solutions that run on public cloud platforms such as AWS or GCP is essential.
• • You will be responsible for providing stable, well-designed libraries and SDKs for internal consumption, promoting reusability and efficiency.
• • A self-driven attitude and an insatiable curiosity for learning in a rapidly evolving industry are paramount.
• • You will demonstrate a proven track record of successfully delivering complex projects on time, with extensive experience in enterprise-grade production environments.
• • Experience collaborating with diverse stakeholders across multiple teams is a key requirement.
• • Demonstrated leadership experience in guiding large projects or teams will be highly valued.
• • A strategic mindset combined with strong technical acumen and a passion for execution will set you apart.
• • You will be comfortable working in a greenfield environment, embracing rapid prototyping and iterative development.
• • You will thrive in an environment that tackles open-ended, evolving problems and domains, contributing to the cutting edge of AI development.
• • Your contributions will help shape the future of AI at Weave, driving innovation and enhancing customer value through intelligent applications.