Staff Machine Learning Engineer
TekionAutomotive Retail company
Bangalore, IndiaLead
Dragoneer Investment Group
Index Ventures
Alkeon Capital
Durable Capital
Hyundai Motor Company
Advent International
Data & AINew
About the role
TL;DR
Build and operate the production backbone for ML services, accelerating AI features and agentic workflows.
- •Tekion is seeking a Staff Machine Learning Engineer to build and operate the production backbone for ML services across their platform.
- •This role is crucial for accelerating the rollout of AI-powered features and enabling agentic workflows.
- •Key Responsibilities Turn Applied Sciences prototype models into fast, reliable services with well-defined API contracts.
- •Build and orchestrate CI/CD pipelines for ML models.
- •Monitor, detect, and mitigate risks unique to LLMs and agentic systems.
- •Design batch/stream pipelines and online features linked to the domain graph.
- •Instrument deep observability for model performance, safety, and cost tracking.
- •11+ years in ML engineering/MLOps or backend/platform engineering with production ML.
- •Experience with LLMs, retrieval systems, vector stores, and graph/knowledge stores.
- •Strong software engineering fundamentals in Python and experience with CI/CD, microservices, and cloud platforms (AWS preferred).
- •Hands-on with orchestration frameworks like LangChain and knowledge of agent architectures.
- •Experience with data pipelines (Airflow/Kubeflow, Spark/Flink, Kafka) and observability tools (Prometheus/Grafana).
Required skills
PythonLLMsLangChainAirflowSparkDockerKubernetesREST APIgRPCAWSMLflowPrometheusGrafana
Nice-to-have skills
JavaGoScalaOpenAI APIKubeflowSQL
Domain expertise
automotive
Benefits & perks
Opportunity to work with some of the smartest minds to solve complex challenges at scale., Impactful role in shaping and securing a global, cloud-native & AI driven platform., Innovative, collaborative, and fast-paced culture.
Tech stack
PythonJavaGoScalaLangChainOpenAI APIAirflowKubeflowSparkDockerKubernetesREST APIgRPCAWSMLflowPrometheusGrafanaSQL