Remote Senior Software Engineer - ML

Description:

• Floma is the world’s first AI marketing agency, redefining marketing with AI and creating AI agents for managing marketing campaigns.
• The company is well-funded by top Silicon Valley VCs and has notable large companies as design partners.
• The role involves researching and applying state-of-the-art methods in developing multi-agent systems, planning, and reasoning methods.
• Responsibilities include implementing and optimizing the in-house agents orchestration framework and developing various personas, tools, and workflows.
• The position requires designing, implementing, and optimizing graph databases, particularly using Neo4j for knowledge graph applications.
• The candidate will implement best practices to analyze and evaluate system performance and contribute to the development of new functionalities within the product.
• The role offers opportunities for complete ownership of projects and requires learning and applying best practices in software development.
• The candidate will report directly to the CTO and co-founder as part of a small and agile team.

Requirements:

• A Bachelor, Masters, or PhD degree in Computer Science, Computer Engineering, or a similar technical field, or equivalent practical experience is required.
• Strong programming skills in Python are essential, with experience in Go, Java, JavaScript, or NodeJS considered a plus.
• Candidates must have strong knowledge of various prompt engineering techniques and an understanding of key LLM hyperparameters.
• A deep knowledge of machine learning concepts, including supervised fine-tuning and Reinforcement Learning from Human Feedback (RLHF), is necessary.
• Prior experience with public Large Language Models (LLMs) such as Claude, GPT, or Gemini is required, with hands-on experience with open-source LLMs being highly valuable.
• Understanding of Retrieval-Augmented Generation (RAG) pipelines is a plus, though not required.
• The ability to read and comprehend AI research papers and apply findings to practical problem-solving is essential.
• A solid foundation in statistics and probability theory as applied to machine learning is required.
• Strong analytical and problem-solving skills, along with a keen interest in AI and its applications, are necessary.
• Candidates should have enthusiasm for staying current with generative AI and a willingness to continuously learn and adapt.

Benefits:

• Employees will receive equity in the company.
• Paid vacation and time off are provided.
• Medical, dental, and vision benefits are available for employees and their families.
• A Health Savings Account (HSA) with employer contribution is offered.
• A 401k plan with a Floma match is included.
• Parental leave is provided.
• These benefits are subject to change at any time, consistent with the terms of applicable compensation or benefits plans. Eligible full-time employees can participate in Floma's equity plans subject to the terms of the applicable plans and policies.