Principal AI/ML Engineer

Are you passionate about pushing the boundaries of what’s possible in the realm of AI and IoT, and you’re ready to make a meaningful impact on a global scale? At Resideo, we’re on a mission to create a world where people are healthy, happy, safe, and secure. To achieve this, we’re looking for a talented and dedicated Principal AI/ML Engineer to join our Corporate Innovation Team. In this role, you’ll have the opportunity to leverage your expertise in Large Language Models (LLMs) and IoT to develop cutting-edge solutions that will impact millions of people. We’re seeking a creative problem-solver who can navigate complex challenges, collaborate with cross-functional teams, and deliver innovative AI/ML/LLM technologies that will make a real difference in people’s lives.

JOB DUTIES:

• Collaborate with the Corporate Innovation Team to identify opportunities for integrating AI/ML and LLM technologies into our product offerings.
• Hands-on development and design of multi-modal AI systems that can process and integrate data from various sources, such as text, speech, images, and sensor data
• Lead the entire product lifecycle of AI solutions, from concept to market-ready products, ensuring successful deployment and adoption
• Implement evaluation methodologies to assess the performance, reliability, and effectiveness of AI systems, ensuring they meet the high standards of accuracy, fairness, and robustness
• Help navigate teams to optimize cost cost tradeoffs of AI solutions, from model selection, prompt engineering, to fine-tuning decisions.
• Navigate through ambiguous project goals, bringing clarity and direction to the innovation process.
• Stay up-to-date with the latest advancements in LLMs, IoT technologies, and associated tools
• Document and present findings and solutions to technical and non-technical stakeholders

YOU MUST HAVES:

• Bachelor’s in Computer Science or a related field (Master’s or Ph.D. preferred)
• 10+ years of professional experience in the engineering industry, with 4+ in software development using Python or related languages, with a strong focus on AI/ML
• Proven track record of successfully developing and deploying LLMs, conversational AI solutions, and agent-based systems in real-world applications
• Knowledge in LLM architectures (Transformer, BERT, GPT, T5, etc.) and their practical applications
• Development time with tools, like LangChain, for building and deploying language model-driven applications
• Hands on experience with information retrieval techniques and vector databases (Elastic Search, FAISS, Pinecone, RAG, etc.)

WE VALUE:

• Experience with cloud platforms such as Azure or AWS
• Strong foundation in machine learning and statistical knowledge
• Familiarity with modern ML frameworks and libraries
• A drive to create new and innovative solutions
• Continuous learning mindset with a willingness to stay updated with AI, ML, and IoT
• A proven track record of managing projects in unstructured environments

WHAT’S IN IT FOR YOU:

• Opportunity to have a direct impact on high-scale projects and products selling to millions of homes and businesses worldwide
• Play a key role in driving a world where people are healthy, happy, safe, and secure through innovative AI and IoT solutions
• Full ownership of a dynamic tech stack and the chance to work with cutting-edge technologies
• Collaborate with high-performing, cross-functional teams in a fast-paced and intellectually stimulating environment
• Competitive salary, comprehensive benefits package, and opportunities for professional growth and development