Staff Machine Learning Engineer
Tekion
about 2 months ago
Bengaluru, India
Staff+
H1B Sponsor
Responsibilities
- Build and operate production ML services for Tekion's automotive products.
- Accelerate the rollout of LLM-powered features.
- Enable automated workflows for users and stakeholders.
- Operationalize secure and explainable ML services at scale.
- Convert prototype models into scalable production services.
- Standardize model training, validation, and deployment processes.
- Integrate batch/stream features and online inference.
- Design and build CI/CD pipelines.
- Collaborate with cross-functional teams to design enterprise systems.
- Monitor and mitigate risks associated with LLMs.
Requirements
- 8-10 years of experience in ML engineering or backend/platform engineering.
- 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 model ops, experiment tracking, and observability tools.
- Cloud experience, preferably with AWS, and knowledge of security/compliance.
Tech Stack
Amazon DynamoDBApache AirflowApache FlinkApache KafkaApache SparkAWSDockerGoGrafanagRPCJavaKubernetesMLflowPrometheusPythonScala
Categories
AI & MLData EngineeringDevOps