Research Engineer / Scientist – Optimization
Technologies
optimization · LP · MIP · MINLP · CP · stochastic optimization · robust optimization · causal inference · machine learning · operations research
About Percepta
General Catalyst's in-house AI transformation studio deploying engineers, researchers, and PMs directly into enterprises to build agentic workflows via Mosaic toolkit.
Private Late
Job description
The full responsibilities and requirements are on the employer’s site.
Open application page ↗Source and classification
Internal deployment & tooling · Evidence for this classification:
Research Engineer/Scientist (Optimization) at Percepta, you’ll work at the intersection of AI research and real-world impact. You will advance the frontier of decision-making for critical industries by combining modern machine learning with rigorous optimization research. You’ll collaborate closely with our Embedded Product Managers (EPMs) and engineers to ensure our most sophisticated decision systems are both innovative and pragmatically useful in transforming how companies operate. Responsibilities Set and drive ambitious research programs that expand what’s achievable in data-driven decision-making. Invent new optimization-and-ML methods for high-impact problems such as planning, scheduling, routing, pricing, and inventory. Build high-fidelity simulators and rigorous benchmarks that mirror real-world constraints, uncertainty, and multi-objective trade-offs. Bridge research into
More from the job description
Who We Are Percepta’s mission is to transform critical institutions with applied AI. We care that industries that power the world (e.g. healthcare, manufacturing, energy) benefit from frontier technology. To make that happen, we embed with industry-leading customers to drive AI transformation. We bring together: Forward-deployed expertise in engineering, product, and research Mosaic, our in-house toolkit for rapidly deploying agentic workflows Strategic partnerships with Anthropic, McKinsey, AWS, companies within the General Catalyst portfolio, and more Our team is a quickly growing group of Applied AI Engineers, Embedded Product Managers and Researchers motivated by diffusing the promise of AI into improvements we can feel in our day to day lives. Percepta is a direct partnership with General Catalyst, a global transformation and investment company. About the role As a Research Engineer/Scientist (Optimization) at Percepta, you’ll work at the intersection of AI research and real-world impact. You will advance the frontier of decision-making for critical industries by combining modern machine learning with rigorous optimization research. You’ll collaborate closely with our Embedded Product Managers (EPMs) and engineers to ensure our most sophisticated decision systems are both innovative and pragmatically useful in transforming how companies operate. Responsibilities [... source excerpt omitted ...] an incredibly ambitious mission. It won't be easy but it will likely be the most fulfilling work of your career. If that excites you, let's chat, even if you don't meet all of the qualifications above. We’re working against an incredibly ambitious mission. It won’t be easy, but it will likely be the most fulfilling work of your career. If this excites you, let's chat, even if you don't meet all of the qualifications above. Our Values Dream bigger: We have the unique privilege of taking on the most ambitious problems and we should chase them with optimism, responsibility, and genuine belief that we can make it happen. We have to embrace the hard things when no one else will. Heart i [... source excerpt omitted ...] isn’t a 9-5, nor is it a job we’re ever going to monitor your hours. We promise to put work in front of you that matters and in return, we ask you to promise to care. Win for the customer: Everyone is an engineer and the job of an engineer is to deliver outcomes, not outputs. Everything we do—the products we build, the partnerships we launch, the strategy we set—exists to make our customers successful. Delivery is the strategy. Make the call: Organizations are only as strong as the pace at which they make decisions. Everyone at Percepta should feel empowered to commit and shape the ambiguity in front of them. But "make the call" cuts both ways: make the decision and make the ph
Employer postings · Data from · Sources