AWS ML Cloud EngineerTek Spikes • Plano, TX, US
AWS ML Cloud Engineer
Tek Spikes • Plano, TX, US
[job_card.30_days_ago]
[job_preview.job_type]
- [job_card.full_time]
[job_card.job_description]Transform data-science prototypes into secure, highly available AWS services; choose and tune the appropriate algorithms, container images, and instance types Run automated ML tests / experiments; document metrics, cost, and latency outcomes Train, retrain, and monitor models with SageMaker Pipelines, Model Registry, and CloudWatch alarms Build and maintain optimized data pipelines (Glue, Kinesis, Athena, Iceberg) feeding online / offline inference Collaborate with product managers to refine ML objectives and success criteria; present results to executive stakeholders Extend or contribute to internal ML libraries, SDKs, and infrastructure-as-code modules (CDK / Terraform) AWS SDK, SageMaker, Lambda, Step Functions Machine-learning theory and practice (supervised / deep learning) DevOps & CI / CD (Docker, GitHub Actions, Terraform / CDK) Cloud security (IAM, KMS, VPC, GuardDuty) Networking fundamentals Java, Springboot, JavaScript / TypeScript & API design (REST, GraphQL) Linux administration and scripting Bedrock & Anthropic LLM integration Advanced debugging and profiling Hybrid-cloud management strategies Large-scale data migration Impeccable analytical and problem-solving ability; strong grasp of probability, statistics, and algorithms Familiarity with modern ML frameworks (PyTorch, TensorFlow, Keras) Solid understanding of data structures, modeling, and software architecture Excellent time-management, organizational, and documentation skills Growth mindset and passion for continuous learning 10+ years of Software Experience 3+ years in an ML-engineering or cloud-ML role (AWS focus) Proficient in Python (core), with working knowledge of Java or R Outstanding communication and collaboration skills; able to explain complex topics to non-technical peers Proven record of shipping production ML systems or contributing to OSS ML projects Bachelor’s (or higher) in Computer Science, Data Engineering, Mathematics, or a related field AWS Certified Machine Learning – Specialty and / or AWS Solutions Architect – Associate a strong plus
Job Description
Job Description
Responsibilities :
We are seeking an AWS ML Cloud Engineer to design, deploy, and optimize cloud-native machine-learning systems that power our next-generation predictive-automation platform. You will blend deep ML expertise with hands-on AWS engineering, turningdata into low-latency, high-impact insights. The ideal candidate commands statistics, coding, and DevOps—and thrives on shipping secure, cost-efficient solutions at scale.
Objectives of this role :
- Design and productionize cloud ML pipelines (SageMaker, Step Functions, EKS) that advance predictive-automation roadmap
- Integrate foundation models via Bedrock and Anthropic LLM APIs to unlock generative-AI capabilities
- Optimize and extend existing ML libraries / frameworks for multi-region, multi-tenant workloads
- Partner cross-functionally with data scientists, data engineers, architects, and security teams to deliver end-to-end value
- Detect and mitigate data-distribution drift to preserve model accuracy in real-world traffic
- Stay current on AWS, MLOps, and generative-AI innovations; drive continuous improvement
Responsibilities :
Skills and qualifications :
Primary technical skills :
Secondary / tool skills :
Preferred qualifications :
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