onsite
Senior AI/ML Engineer - Heron Strategic Consulting Pvt Ltd
ML Engineer
Senior AI/ML Engineer with 5–7 years of experience designing, training, and deploying production‑grade deep learning models, especially for edge devices, using Python, TensorFlow/PyTorch, and cloud/container platforms.
About the role
Key Responsibilities
- Design, develop, and optimize deep learning models for computer vision, NLP, or sensor‑fusion tasks.
- Deploy and maintain AI workloads on edge devices, ensuring low latency and high reliability.
- Containerize models with Docker and orchestrate deployments using Kubernetes or similar platforms.
- Integrate AI solutions with cloud services (e.g., AWS) for data pipelines, monitoring, and scaling.
- Collaborate with cross‑functional teams to translate business requirements into scalable AI products.
Requirements
- 5–7 years of hands‑on experience in AI/ML, deep learning, and model productionization.
- Strong proficiency in Python and major frameworks such as TensorFlow or PyTorch.
- Demonstrated experience deploying models on edge hardware and optimizing for resource constraints.
- Solid understanding of containerization (Docker) and orchestration (Kubernetes) in cloud environments.
- Bachelor’s or Master’s degree in Computer Science, Electronics, or a related engineering discipline.
Skills
pythontensorflowpytorchdockerkubernetesaws