Optimization Engineer
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Requirements
• 3+ years of energy systems optimization experience • Experience with Python and the CVXPY framework, especially deployed in a production context • Ability to work cross-functionally, synthesizing insights from non-technical team members and external parties to craft well-designed models • Passion for working in clean energy • Experience with robust optimization and/or stochastic optimization approaches for modeling risk and uncertainty • Experience with solver performance optimization for solving large problems efficiently • Tyba’s Technical Stack • Tyba’s machine learning and asset operations stack is written in Python and is deployed as a distributed system on the AWS cloud. Our optimization models are implemented in the CVXPY modeling framework.
Responsibilities
• Leading new modeling initiatives end-to-end: This includes conducting relevant domain research, formulating mathematical models, and owning their implementations in code. • Performance engineering: Improve model formulations and investigate analytical decomposition approaches that can speed up time-to-solution in a live bidding system that must communicate with market systems on strict timelines. • Supporting decision interpretability and model introspection: Assist internal and external stakeholders with interpreting decisions from the battery dispatch model, building an intuitive understanding of relevant constraints and opportunity costs. • Enhancing and stewarding system reliability: This includes debugging production issues, ensuring that dispatch models handle anomalous third party and sensor data properly, and improving model observability, all in service of minimal system downtime.
Benefits
• $160K – $200K • Offers Equity • Upload your resume here to autofill key application fields. • Drop your resume here! • Parsing your resume. Autofilling key fields... • or drag and drop here • Please introduce yourself in 2-3 sentences. • How many years of experience with Python do you have? • Decline to self-identify • Hispanic or Latino - A person of Cuban, Mexican, Puerto Rican, South or Central American, or other Spanish culture or origin regardless of race. • Hispanic or Latino • White (Not Hispanic or Latino) - A person having origins in any of the original peoples of Europe, the Middle East, or North Africa. • White • Black or African American (Not Hispanic or Latino) - A person having origins in any of the black racial groups of Africa. • Black or African American • Native Hawaiian or Other Pacific Islander (Not Hispanic or Latino) - A person having origins in any of the peoples of Hawaii, Guam, Samoa, or other Pacific Islands. • Native Hawaiian or Other Pacific Islander • Asian (Not Hispanic or Latino) - A person having origins in any of the original peoples of the Far East, Southeast Asia, or the Indian Subcontinent, including, for example, Cambodia, China, India, Japan, Korea, Malaysia, Pakistan, the Philippine Islands, Thailand, and Vietnam. • Asian • American Indian or Alaska Native (Not Hispanic or Latino) - A person having origins in any of the original peoples of North and South America (including Central America), and who maintain tribal affiliation or community attachment. • American Indian or Alaska Native • Two or More Races (Not Hispanic or Latino) - All persons who identify with more than one of the above five races. • Two or More Races • Hispanic or Latino • White (Not Hispanic or Latino) • Black or African American (Not Hispanic or Latino) • Native Hawaiian or Other Pacific Islander (Not Hispanic or Latino) • Asian (Not Hispanic or Latino) • American Indian or Alaska Native (Not Hispanic or Latino) • Two or More Races (Not Hispanic or Latino) • I identify as one or more of the classifications of protected veteran listed above • I am not a protected veteran