AI / ML Platform Engineer Specialist
Veralto Global
Bengaluru, Karnataka, IndiaMID
Hybrid
Job Description
Be part of the team at Veralto Global to design and evolve machine learning infrastructure.
Responsibilities
- Develop and maintain MLOps platform
- Collaborate with teams to integrate AI capabilities
Qualifications
- Bachelor’s or Master’s degree in Computer Science, Software Engineering, or related field.
- 4+ years of experience in ML/AI platform or infrastructure engineering, preferably in enterprise or SaaS environments.
- Strong experience with AWS cloud services (SageMaker, ECS/EKS, S3, CloudFormation/Terraform, Step Functions, Lambda).
- Expertise in MLOps frameworks and tools (MLflow, Kubeflow, Vertex AI, Azure ML, or equivalent).
- Solid software engineering background with proficiency in Python, containerization (Docker), and Kubernetes orchestration.
- Proven ability to design and operate scalable data and ML infrastructure with a focus on automation, observability, and governance.
- Familiarity with vector databases (FAISS, Pinecone, Weaviate) and LLM infrastructure (RAG, prompt orchestration, model serving).
- Understanding of security, access control, and compliance in AI/ML environments.
- Experience implementing CT/CD (Continuous Training and Deployment) pipelines and feature stores.
- Familiarity with multi-cloud MLOps or hybrid environments.
- Exposure to LLM and agentic frameworks (LangChain, LlamaIndex, Semantic Kernel).
- Experience with IaC and DevOps automation (Terraform, CDK, GitHub Actions, Argo).
- Background in platform enablement, building internal tools or SDKs for ML practitioners.
- Contributions to open-source or internal platform frameworks related to AI/ML.
- Strong communication skills and ability to influence technical decisions across teams.
- A service-oriented mindset — enabling others to move faster and build reliably.
- Passion for developer experience, system reliability, and scalable design.
- Curiosity to continuously learn and integrate new MLOps and AI ecosystem tools.