Senior AI/Machine Learning EngineerHTC Global Services • Highland Beach, Florida, United States

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Senior AI/Machine Learning Engineer

HTC Global Services

Highland Beach, Florida, United States

Highland Beach, Florida, United States

Über

Job Title: AI/ML Software Engineer Overview / Summary The AI/ML Software Engineer will design and build software tools that incorporate AI/ML techniques to automate narrowly defined tasks, assist internal users, and improve external user interactions. This role involves developing solutions such as chatbots, RPA tools, knowledge retrieval systems, and AI-driven data processing applications within defined infrastructure and system constraints. Key Responsibilities Design and build software systems integrating AI/ML techniques to automate tasks and enhance user services Collaborate on system architecture, workflows, and agent design decisions Contribute to technical decision-making for data processing, retrieval strategies, and system integration Evaluate and apply appropriate techniques, including LLM and non-LLM approaches Develop testing and evaluation pipelines for AI/ML systems Create unit and integration tests for AI-enabled workflows and data pipelines Generate and use synthetic data for evaluation and benchmarking Improve system performance, including accuracy, latency, and cost efficiency Support deployment of AI/ML applications in hybrid cloud environments Work with containerized applications to ensure reliable deployment and updates Optimize systems for environments with limited computational resources Deliver production-grade systems aligned with requirements Document system designs, workflows, and technical decisions Stay current with AI/ML advancements and apply them within project constraints Required Qualifications Bachelor of Science in Engineering, Computer Science, Data Science, Mathematics, or a related field Preferred Qualifications At least 3 years of experience in data science, machine learning, or applied AI development At least 3 years of experience in software engineering, architecture, or web development Preferred Skills & Experience Front-end development using React and/or Angular Message queuing and event streaming (RabbitMQ or Kafka) Elasticsearch for search and analytics Microservices development using Spring Boot or similar Java frameworks Cloud platforms (AWS, Azure, or Google Cloud) DevOps tools, Git, CI/CD pipelines Event-driven architecture design Strong Java proficiency (core libraries, concurrency, JVM fundamentals) PrimeFaces and JSF integration Software design patterns and architectural best practices Containerization and orchestration (Docker, Kubernetes) RESTful APIs and integration patterns Relational and NoSQL databases (PostgreSQL, MySQL, MongoDB, Cassandra) Monitoring and observability tools (Prometheus, Grafana, ELK stack) Security best practices Additional Technical Capabilities Python proficiency for backend services, APIs, and data pipelines Experience with LLMs, embeddings, and RAG systems Fine-tuning language or embedding models Graph databases (e.g., Neo4j) and graph-based retrieval techniques AI system testing, evaluation pipelines, and synthetic data usage Validation of AI outputs and mitigation of hallucinations Experience with containerization, version control, and distributed systems Knowledge of NLP techniques (LLM and non-LLM approaches)
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Highland Beach, Florida, United States

Sprachkenntnisse

English

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