SXD is an innovative design-tech start-up emerging from Harvard University. The company focuses on pioneering new standards in waste reduction through cutting-edge design and advanced Artificial Intelligence (AI). Recognized with accolades such as the Global Change Award—considered the “Nobel Prize of Fashion”—SXD seeks to transform industries like fashion and automotive by championing zero waste principles. The organization embraces a collaborative culture, bringing together award-winning leaders from notable companies such as Instagram and Adidas, all committed to accomplishing remarkable sustainability goals.
SXD has announced a vacancy for an Algorithm Engineer. This role is critical for the development and enhancement of their patent-backed, award-winning design-tech web application. The selected individual will work closely alongside the Director of Technology, who holds a PhD in computer science from Adobe Research. Together, they will focus on optimizing designs into digitized formats suitable for manufacturing, utilizing state-of-the-art AI techniques. The role is positioned within a tight-knit and mission-driven team, emphasizing a commitment to impactful engineering, practical results, and innovation in sustainability.
The responsibilities of the Algorithm Engineer include:
Developing, refining, and maintaining optimization algorithms in C++. The algorithms should leverage linear algebra techniques to drive outputs that support the company's zero waste initiative.
Exploring a variety of multivariate optimization methods, including simplex and gradient-based approaches, to ensure robust and high-performing algorithms in a production environment.
Designing and optimizing custom cost functions for machine learning models, involving hyperparameter tuning and loss shaping to enhance output quality.
Improving computational performance by leveraging algorithmic redesign, greedy heuristics, parallel processing, and system-level profiling.
Writing clean and scalable code across C++, Python, and at least one additional systems programming language, such as Rust or JavaScript.
Analyzing time and space complexity of algorithms to ensure efficiency at scale.
Building internal tools for debugging, visualization, and testing to enhance the overall engineering workflow and accelerate experimentation.
Collaborating with various types of personnel—including front-end engineers, designers, and researchers—to ensure seamless integration of algorithmic solutions into user-facing features.
Translating innovative, theoretical research breakthroughs into tangible and scalable solutions adopted in the fashion and automotive sectors.
The ideal candidate for the Algorithm Engineer role should possess the following skills:
Extensive experience in implementing and maintaining optimization algorithms in C++, utilizing linear algebra techniques.
Familiarity with multivariate optimization methods, showcasing a strong capability for tuning algorithms for performance and reliability.
Practical experience with machine learning algorithms aimed at minimizing or optimizing cost functions, including expertise in custom loss function design and hyperparameter searches.
Ability to communicate complex technical issues clearly and simply to team members so that problems can be rapidly addressed.
Expertise in performance enhancement of ML/optimization algorithms using algorithmic redesign, heuristics, and low-level profiling.
Profound knowledge in object-oriented and functional programming, with a rigorous approach to analyze the time and space complexity of algorithms for web-scale operations.
Proficiency in at least one additional systems language alongside C++ and Python, aiding the connection between the core algorithms and the frontend.
Ambition for collaboration with designers and researchers, demonstrating a strong enthusiasm for converting complex algorithms into intuitive features.
SXD encourages an environment that values innovation, creativity, and a commitment to solving real-world problems through sustainable means. Their pursuit of zero waste transcends standard practices, emphasizing the potential for environmental and economic impact. Employees are expected to thrive in a fast-paced and evolving landscape, as the company continues to push the boundaries of what is possible with new technology. However, candidates should also be prepared for the challenges associated with working in a startup atmosphere, which may include a lack of established practices and fluctuating priorities.
SXD provides a competitive salary along with a robust stock options plan. In terms of health, employees benefit from health coverage through Take Command, ensuring employee wellness is prioritized. Furthermore, the company offers Flexible Paid Time Off (PTO) and stipends or bonuses for exceptional project work, emphasizing their appreciation for outstanding contributions.
Overall, joining SXD means being part of a forward-thinking company that is making significant strides toward sustainability in design and manufacturing. Roleholders will have the opportunity to collaborate with global icons in the industry and contribute directly to comprehensive solutions that cater to modern ecological challenges.
This job offer was originally published on himalayas.app
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