Abacum Inc - AI Engineer
Requirements
• Bachelor's degree in Computer Science or a related field. • Deep understanding of Large Language Models (LLMs) and their practical applications. • Proficiency in prompt engineering, chain-of-thought reasoning, context engineering, and token optimization techniques. • 5+ years of Software engineering background with expertise in Python and cloud platforms. • Hands-on experience with AI frameworks such as LangChain and LangGraph. • Self-motivated with the ability to work independently in a fast-paced, remote-first environment. • Experience with AI evaluation frameworks, benchmarking, and performance optimization. • Strong experience with AI agent orchestration frameworks and architectures. • Background in machine learning or predictive modeling to derive insights from large datasets. • Knowledge of AI safety, alignment, and responsible AI development practices. • Practical experience working with Vector Databases (e.g., pgvector, Pinecone, Qdrant, etc) for RAG implementations.
Responsibilities
• Drive continuous innovation within AI Labs by researching cutting-edge technologies and experimenting with new PoCs. • Design and build sophisticated, multi-provider LLM workflows and autonomous agents capable of advanced reasoning and independent decision-making. • Building MCP (Model Context Protocol) agents to bridge the gap between LLMs and our proprietary data ecosystems. • Integrate AI capabilities into existing product workflows to automate and enhance core functionality. • Optimize AI agent performance through fine-tuning, evaluations, prompt optimization, and system design through RAG pipelines.
Benefits
• Competitive compensation including equity package • Competitive vacation policy • Access to Meditopia • Hybrid working model and flexible working hours • Personal development including language courses • Customer Obsession: We share the understanding that Abacum's sole purpose is to create value for customers and relentlessly deploy all creativity and energy to that end. • Audacious Ambition: We dream big and embrace discomfort. We assume risks, make on-time mistakes and learn how to methodically accomplish our goals. • Good People: We are self-reflective and praise diversity of thought. We don't justify the end with the means and know where to draw the line. We have fun every day. • Tough Love: We truly care for everyone in the team and embrace honest feedback and radical candor as ways to genuinely help each other.
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