Lenstra ยท 5 days ago
Sr. MLOps Engineer
Lenstra is a company passionate about delivering top-quality solutions in various industry domains. As a Senior MLOps Engineer, you will build and operate the platform and tooling for identity-verification products, enabling a smooth transition from ML research to production.
Cloud ComputingCloud InfrastructureConsultingInformation TechnologyIT InfrastructureSoftware
Responsibilities
Run and evolve the ML compute layer on Kubernetes/EKS (CPU/GPU) for multi-tenant workloads, and make workloads portable across regions (region-aware scheduling, cross-region data access, and artifact portability)
Operate Argo Workflows and Dask Gateway as reliable, self-serve services used by engineers and researchers to orchestrate data prep, training, evaluation, and large-scale batch compute (installation, upgrades, security, quotas, autoscaling)
Build GitOps-native delivery for ML jobs and platform components (GitLab CI, Helm, FluxCD) with fast rollouts and safe rollbacks
Design and maintain the data platform built on LakeFS to enable experiment reproducibility, data lineage tracking, and automated governance processes
Own developer experience and enablement by creating clear APIs/CLIs and minimal UIs, maintaining comprehensive templates and documentation
Qualification
Required
Experience with distributed compute frameworks such as Dask, Spark, or Ray
Familiarity with NVIDIA Triton or other inference servers
FinOps best practices and cost attribution for multi-tenant ML infrastructure
Exposure to multi-region designs (dataset replication strategies, compute placement, and latency optimization)
Container Orchestration: Kubernetes (EKS)
Compute: Argo Workflows for orchestration and Dask for Distributed Computing
ML Experiment Tracking: Weights & Biases
Data (Lakehouse & Versioning): Apache Iceberg + AWS Athena, LakeFS, Snowflake
CI/CD & GitOps: GitLab CI, Helm, FluxCD
Infrastructure as Code: Terraform
Observability: Prometheus/Grafana, Loki/Promtail, Datadog, Sentry
Languages & Libraries: Python (Django, FastAPI, Pydantic, boto3)
Company
Lenstra
Tech consulting services
Funding
Current Stage
Growth StageCompany data provided by crunchbase