onsite
Staff AI/ML Engineer - VTG Defense
ML Engineer
Lead the design, development, and deployment of mission‑critical AI solutions, advising senior leadership and stakeholders while operationalizing advanced ML models on cloud platforms.
About the role
Key Responsibilities
- Architect and implement end‑to‑end AI/ML pipelines, from data ingestion to model deployment, ensuring scalability and reliability.
- Collaborate with cross‑functional teams to translate business requirements into robust ML solutions and provide technical guidance to stakeholders.
- Lead model evaluation, hyper‑parameter tuning, and performance monitoring, applying best practices in reproducibility and version control.
- Design and maintain cloud‑native infrastructure (AWS) for training, inference, and data storage, optimizing cost and throughput.
- Stay abreast of emerging AI technologies, evaluate new tools, and recommend adoption to enhance product capabilities.
Requirements
- 10+ years of experience in AI/ML engineering with a proven track record of delivering production‑grade models.
- Expertise in Python, TensorFlow/PyTorch, and deep learning frameworks for computer vision, NLP, or speech.
- Strong background in cloud services (AWS) including SageMaker, EC2, S3, and IAM.
- Excellent communication skills, capable of presenting complex technical concepts to senior leadership and non‑technical audiences.
- Experience in security‑critical or defense‑grade environments is highly desirable.
Skills
pythonmachine learningdeep learningawstensorflow