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Top Remote Machine Learning Jobs in Santa Cruz, CA
Agency • Information Technology
Design, develop, fine-tune, and deploy generative AI models using deep learning and transformer architectures. Collaborate cross-functionally, troubleshoot model issues, optimize performance, document work, and communicate technical concepts to non-technical stakeholders.
Top Skills:
Bert)Deep LearningGansNlpPrompt EngineeringPythonPyTorchTensorFlowTransformers (GptVaes
Agency • Information Technology
Design, build, and deploy production Generative AI applications: orchestrate multi-agent workflows, implement advanced RAG with vector DBs, integrate and fine-tune LLMs, develop scalable FastAPI/async backends, containerize with Docker, and optimize GenAI systems for latency, cost, and reliability.
Top Skills:
Async PythonCi/CdClaudeDockerEmbedding ModelsFastapiGeminiHugging FaceLangchainLanggraphLlamaLlamaindexLlm MonitoringLocal LlmsMulti-Agent SystemsOpenaiPostgresPrompt EngineeringPythonPyTorchRagTensorFlowVector DatabasesVector Search
Agency • Information Technology
Design, build, and deploy production-grade ML and AI systems end-to-end, combining classical ML, deep learning, and LLM/agentic integrations. Implement MLOps, monitoring, CI/CD, model serving, vector search/RAG pipelines, and scalable APIs; mentor engineers and drive engineering best practices.
Top Skills:
AnthropicAutogenChromaCi/CdCrewaiDockerFastapiFlaskGeminiHadoopKubernetesLangchainLanggraphLlamaindexLoraMilvusMlflowNumpyOpenaiPandasPineconePrompt EngineeringPythonPyTorchQloraRagSagemakerScikit-LearnSparkSQLTensorFlowVector SearchVertex AiWeaviate
Agency • Information Technology
Build and scale production Generative AI applications: design multi-agent systems and LangGraph workflows, implement advanced RAG with LlamaIndex and vector DBs, integrate and fine-tune various LLMs, and deploy containerized FastAPI services with monitoring, CI/CD, and performance/cost optimizations.
Top Skills:
Api SecurityAsync PythonCi/CdClaudeDockerEmbedding ModelsFastapiGeminiGenai OptimizationHugging FaceLangchainLanggraphLlamaLlamaindexLlm MonitoringLlm QuantizationLocal Llm DeploymentModel Fine-TuningMulti-Agent SystemsOpenaiPostgresPrompt EngineeringPythonPyTorchTensorFlowVector DatabasesVector SearchWorkflow Design
Agency • Information Technology
Design, build, and deploy production-grade generative AI applications: orchestrate multi-agent systems, implement advanced RAG with vector DBs, fine-tune and host LLMs, optimize GenAI workflows, and deliver scalable FastAPI-based backend services with Docker and monitoring.
Top Skills:
Api SecurityAsynchronous ProgrammingCi/CdClaudeDockerEmbedding ModelsFastapiGeminiHugging FaceLangchainLanggraphLlamaLlamaindexLlm MonitoringLlm QuantizationLocal LlmsModel Fine-TuningMulti-Agent SystemsOpenaiPostgresPrompt EngineeringPythonPyTorchTensorFlowVector DatabasesVector Search
Agency • Information Technology
Design, build, and scale production Generative AI systems: multi-agent orchestration, advanced RAG with vector databases, LLM integration and fine-tuning, scalable FastAPI backends, Dockerized deployment, monitoring, and GenAI optimization for latency, cost, and reliability.
Top Skills:
Async PythonCi/CdClaudeDockerEmbedding ModelsFastapiGeminiHugging FaceLangchainLanggraphLlamaLlamaindexLlm MonitoringLocal Llm DeploymentMulti-Agent Systems (Mas)OpenaiPostgresPrompt EngineeringPythonPyTorchTensorFlowVector DatabasesVector Search
Agency • Information Technology
Lead architecture, design, and delivery of Generative AI and ML solutions. Build scalable ML pipelines, LLM and RAG-based applications, vector DB integrations, and agent workflows. Drive MLOps, CI/CD, observability, security, and enterprise model orchestration. Provide technical leadership, mentor engineers, run Agile development, and shape AI strategy through POCs and platform innovation.
Top Skills:
Agent-Based Ai WorkflowsAi ApisAi ObservabilityCi/CdLlmsMlopsModel OrchestrationRagVector Databases
Agency • Information Technology
Design, build, and scale production Generative AI applications: multi-agent systems, advanced RAG pipelines, LLM integration and fine-tuning, scalable FastAPI backends, vector search, monitoring, and Dockerized deployments.
Top Skills:
Async PythonCi/CdClaudeDockerEmbedding ModelsFastapiGeminiHugging FaceLangchainLanggraphLlamaLlamaindexLlm MonitoringLocal LlmsLocal Model QuantizationModel Fine-TuningMulti-Agent SystemsOpenaiPostgresPrompt EngineeringPythonPyTorchTensorFlowVector DatabasesVector Search
Agency • Information Technology
Design, build, and productionize generative AI solutions: advanced Python development, LLM prompt engineering and fine-tuning, agent frameworks, RAG pipelines with vector DBs, API and cloud deployment, MLOps/LLMOps, model evaluation and Responsible AI practices, and translate business needs into scalable AI applications.
Top Skills:
AdkAWSAzureETLFaissFastapiFine-TuningGCPLangchainLanggraphLlmsMicroservicesMlopsPineconePrompt EngineeringPythonRestRetrieval-Augmented Generation (Rag)Streaming
Agency • Information Technology
Build and scale production-ready generative AI applications: design multi-agent workflows, implement advanced RAG with vector DBs, integrate/swap LLMs, fine-tune models, and deploy scalable FastAPI/Docker services with monitoring and optimization for latency, cost, and reliability.
Top Skills:
Async PythonCi/CdClaudeDockerFastapiGeminiHugging FaceLangchainLanggraphLlamaLlamaindexLlm Quantization/HostingModel Fine-TuningMulti-Agent SystemsOpenaiPostgresPrompt EngineeringPythonPyTorchTensorFlowVector Databases
Agency • Information Technology
Design, build, and scale production-ready generative AI systems: multi-agent workflows, advanced RAG pipelines, LLM integration and fine-tuning, scalable FastAPI backends, Dockerized deployments, monitoring, and GenAI optimization for latency, cost, and reliability.
Top Skills:
Asynchronous ProgrammingCi/CdClaudeDockerEmbedding ModelsFastapiGeminiHugging FaceLangchainLanggraphLlamaLlamaindexLlm MonitoringLocal Llm QuantizationLocal Model DeploymentModel Fine-TuningMulti-Agent SystemsOpenaiPostgresPrompt EngineeringPythonPyTorchRagTensorFlowVector DatabasesVector Search
Agency • Information Technology
Design, build, and scale production Generative AI applications including multi-agent systems, advanced RAG pipelines, and local/frontier LLM deployments. Implement high-performance backends with FastAPI and async Python, fine-tune and quantize models, integrate vector databases and retrieval systems, and deploy/monitor containerized AI services for reliability, latency, and cost optimization.
Top Skills:
Async PythonCi/CdClaudeDockerEmbedding ModelsFastapiGeminiHugging FaceLangchainLanggraphLlamaLlamaindexLlm MonitoringLocal Llm Quantization/HostingModel Fine-TuningMulti-Agent SystemsOpenaiPostgresPrompt EngineeringPythonPyTorchRagTensorFlowVector Databases
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Agency • Information Technology
Design, develop, and deploy machine learning and deep learning models; build end-to-end ML pipelines including preprocessing, training, evaluation, and deployment; perform feature engineering on large datasets; deploy and monitor models on cloud platforms; collaborate with cross-functional teams to integrate AI solutions and retrain models as needed.
Top Skills:
AWSAzureCi/CdComputer VisionDockerGCPHadoopKubernetesLlmsNlpPythonPyTorchScikit-LearnSparkSQLTensorFlow
Agency • Information Technology
Design, build, and deploy production-grade generative AI systems: multi-agent orchestration, advanced RAG with vector databases, integrate/swap LLMs, fine-tune models, optimize prompts and latency, and containerize services with monitoring and CI/CD.
Top Skills:
Api SecurityAsynchronous ProgrammingCi/CdClaudeDockerEmbedding ModelsFastapiGeminiHugging FaceLangchainLanggraphLlamaLlamaindexLlm MonitoringLocal LlmsModel Fine-TuningMulti-Agent SystemsOpenaiPostgresPrompt EngineeringPythonPyTorchQuantizationRagTensorFlowVector Databases
Agency • Information Technology
Design, build, and deploy production-ready generative AI applications: architect multi-agent workflows, implement advanced RAG with vector DBs, integrate/swap LLMs, fine-tune models, and deliver scalable FastAPI-based services with monitoring, CI/CD, and containerized deployment.
Top Skills:
Async PythonCi/CdClaudeDockerEmbedding ModelsFastapiGeminiHugging FaceLangchainLanggraphLlamaLlamaindexLlm MonitoringMulti-Agent SystemsOpenaiPostgresPrompt EngineeringPythonPyTorchTensorFlowVector DatabasesVector Search
Agency • Information Technology
Build, optimize, and scale production Generative AI applications. Design multi-agent systems and LangGraph workflows, implement advanced RAG with LlamaIndex and vector DBs, fine-tune and deploy LLMs, and create high-performance FastAPI async backends. Improve latency, cost, and reliability, containerize services with Docker, and manage monitoring, API security, and CI/CD for ML deployments.
Top Skills:
Api SecurityAsync PythonCi/CdClaudeDockerEmbedding ModelsFastapiGeminiHugging FaceLangchainLanggraphLlamaLlamaindexLlm MonitoringLlm Quantization/HostingLocal Model DeploymentModel Fine-TuningMulti-Agent SystemsOpenaiPostgresPrompt EngineeringPythonPyTorchTensorFlowVector DatabasesVector Search
Agency • Information Technology
Operate and monitor ML/AI models and agentic systems in production. Build AI observability, logging, tracing, and evaluation pipelines. Monitor LLM outputs, detect drift and model degradation, and maintain data/feature pipelines. Develop CI/CD, model versioning, experiment tracking, and automate alerts and incident remediation while collaborating with data scientists and platform teams.
Agency • Information Technology
Design, build, and deploy production generative AI applications: orchestrate multi-agent workflows, implement advanced RAG with vector databases, integrate/benchmark LLMs, fine-tune models, and deploy scalable FastAPI-based services with monitoring, CI/CD, and Dockerized production pipelines.
Top Skills:
Async PythonCi/CdClaudeDockerEmbedding ModelsFastapiGeminiHugging FaceLangchainLanggraphLlamaLlamaindexLlm MonitoringLlm QuantizationLocal Llm DeploymentModel Fine-TuningMulti-Agent SystemsOpenaiPostgresPrompt EngineeringPythonPyTorchRagTensorFlowVector DatabasesVector Search
Agency • Information Technology
Build and scale production Generative AI applications: design multi-agent systems and LangGraph workflows, implement advanced RAG with vector DBs, integrate and fine-tune LLMs, deploy FastAPI async services in Docker, and optimize GenAI performance, cost, and monitoring.
Top Skills:
Api SecurityAsync PythonCi/CdClaudeDockerEmbedding ModelsFastapiGeminiHugging FaceLangchainLanggraphLlamaLlamaindexLlm MonitoringLlm QuantizationLocal Model DeploymentModel Fine-TuningMulti-Agent SystemsOpenaiPostgresPrompt EngineeringPythonPyTorchTensorFlowVector DatabasesVector Search
Agency • Information Technology
Design, implement, and own end-to-end scalable ML systems and MLOps lifecycle (deployment, monitoring, metrics). Optimize models and system performance, work with Java/Python and TF/PyTorch, use CI/CD, Terraform, Docker/Kubernetes, lead inter-team communication, document work, and meet deadlines.
Top Skills:
SparkCi/CdDockerGcp Ml Tech StackHadoopInfrastructure As CodeJavaKubernetesPrompt EngineeringPruningPythonPyTorchQuantizationSpeculative DecodingTensorFlowTerraform
Artificial Intelligence • Big Data • Cloud • Machine Learning • Software • Database • Analytics
Customer-facing technical role supporting AI/ML initiatives across US Major Accounts. Architect and prototype AI/ML solutions, build MVPs and PoCs, support regional SE teams, deliver technical presentations and workshops, and upskill teams. Travel ~30-40% to support customer engagements.
Top Skills:
MlopsSnowflake
Agency • Information Technology
Lead design, build, and maintain scalable ML infrastructure and CI/CD pipelines. Collaborate with data science and operations teams to deploy containerized models (Docker/Kubernetes), optimize cloud resource usage and security, apply IaC (Terraform), and mentor junior engineers.
Top Skills:
SparkAWSAzureCi/CdDockerElk StackGCPGrafanaHadoopJavaKubernetesPrometheusPythonPyTorchScikit-LearnTensorFlowTerraform
Artificial Intelligence
Design, train, and deploy scalable ML models (generative, classification, regression). Define feature roadmaps, collaborate with engineering to implement code and APIs, adapt ML methods for distributed/GPU environments, and create evaluation/annotation programs for fine-tuning and performance measurement.
Top Skills:
Apache BeamSparkApi DevelopmentDistributed SystemsGpuPythonPyTorchTensorFlow
Other
Design, build, and deploy scalable AI/ML systems and pipelines. Develop reusable Python packages, RAG/LLM integrations, agentic workflows, evaluation/monitoring frameworks, optimized data queries, and MLOps practices while collaborating across cross-functional teams.
Top Skills:
Agentic ArchitecturesAutogenAWSAzureCi/CdContainerizationDatabricksDistributed Computing FrameworksGCPHugging FaceLangchainLanggraphLlamaindexLlm IntegrationMlopsNonrelational DatabasesPythonRelational DatabasesRetrieval-Augmented Generation (Rag)
Information Technology
Design, train, evaluate, and deploy predictive transportation and delivery ML models (primarily XGBoost). Perform EDA, feature engineering, experiment design, and statistical evaluation. Build production ML pipelines and MLOps practices on Google Vertex AI. Collaborate with data engineering and supply chain stakeholders to translate operational needs into scalable solutions.
Top Skills:
AWSAzureGCPGoogle Vertex AiPythonSQLXgboost
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