Qualifications
Performance MilestonesIn the first 30 days:Familiarize yourself with the sensor ecosystem, machine learning pipelines, and development standards. Review production workflows and existing model performance metrics. Participate in code reviews and foster collaboration across engineering teams. Identify enhancement opportunities for accuracy, latency, and robustness. Within the first three months:Lead feature engineering initiatives, extracting temporal, spectral, and statistical features from raw sensor inputs. Develop and fine-tune classical ML and deep learning models. Suggest model enhancements through rigorous experimentation and benchmarking. Collaborate with product and hardware teams to translate sensor behavior into effective ML architectures. By the end of the first year:Oversee the complete ML model lifecycle for core production systems. Deploy scalable ML models while ensuring their operational reliability. Guide architectural decisions that balance classical ML and deep learning techniques. Enhance model robustness across diverse devices and environments by understanding sensor characteristics.
About the job
Join Our Team
Step into a pivotal role at Evolv Technology as a Senior AI/Machine Learning Engineer, where you will spearhead innovations in AI-driven physical security solutions. As a vital member of our AI/ML team, you will design and implement cutting-edge machine learning and deep learning systems. Your expertise will be instrumental in harnessing various data sources, including magnetic sensors and 3D cameras, to develop real-time multi-sensor fusion solutions suitable for constrained hardware environments. This hands-on position demands profound knowledge in classical ML, deep learning, feature engineering, model optimization, and MLOps.
In this role, you will not only build models but also enhance their accuracy and resilience, ensuring they perform reliably in real-world applications. This position is ideal for those who have a track record of making measurable improvements to machine learning models.
About Evolv Technology
Evolv Technology is at the forefront of integrating AI into physical security, ensuring a safer world through innovative technology. We are dedicated to transforming security systems, making them smarter, more efficient, and user-friendly.
