Senior Machine learning Engineer

Tekion

about 1 month ago

Bengaluru, India

Senior / Staff+

H1B Sponsor

Responsibilities

Build and operate the production backbone for ML services across Tekion's products.
Accelerate the rollout of LLM-powered and agent-driven features.
Enable agentic workflows that automate and interact on behalf of users.
Operationalize secure and explainable ML services at scale.
Convert Applied Sciences models into scalable production services.
Standardize model training, validation, deployment, and monitoring.
Power real-time experiences by integrating batch/stream features.
Collaborate with cross-functional teams to design enterprise systems.
Monitor and mitigate risks unique to LLMs and agentic systems.
Implement prompt management and dynamic orchestration.
Design batch/stream pipelines and build inference microservices.
Manage the model/feature lifecycle and ensure real-time reliability.

6+ years in ML engineering/MLOps or backend/platform engineering with production ML.
Experience with LLMs, retrieval systems, and graph/knowledge stores.
Strong software engineering fundamentals in Python and one of Java/Go/Scala.
Hands-on experience with orchestration frameworks and libraries.
Knowledge of agent architectures and safe execution patterns.
Experience with data pipelines and strong data quality practices.
Familiarity with microservices, Docker/Kubernetes, and performance engineering.
Experience with observability tools like OpenTelemetry and Prometheus.
Cloud experience, preferably with AWS, focusing on cost optimization.
Understanding of security and compliance in ML systems.

Amazon DynamoDBApache AirflowApache FlinkApache KafkaApache SparkAWSDockerGoGrafanagRPCJavaKubernetesMLflowPrometheusPythonScala