Agent Engineer
Reflex Media, Inc.
- Las Vegas, NV
- Permanent
- Full-time
- Agent Design and Development: Design and build end-to-end AI agent systems and architectures that can perform multi-step reasoning, plan actions, and self-correct.
- LLM and Generative AI Integration: Utilize and fine-tune large language models and other generative AI techniques to power agentic capabilities, ensuring they are grounded in real-world data and context.
- Prompt Engineering and Orchestration: Craft and refine advanced prompts and control flows to guide agent behavior and task completion. Implement multi-agent systems where agents can collaborate and delegate tasks.
- Tool and API Integration: Enable agents to interact with external tools, APIs, and databases to perform real-world actions and access up-to-date information. This includes developing and managing the backend infrastructure that supports these interactions.
- System Reliability and Scalability: Ensure the robustness, scalability, and observability of deployed agentic systems. Implement MLOps best practices for model deployment, monitoring, and versioning.
- Research and Experimentation: Stay up-to-date with the latest advancements in AI, especially in the field of agentic AI. Conduct research and experimentation with new frameworks and techniques to push the boundaries of what our agents can achieve.
- Data Analysis and Reporting: Extract data and conduct comprehensive exploratory data analysis (EDA) to identify trends, anomalies, and patterns. Create compelling visualizations and interactive dashboards (e.g., Looker, Excel) to communicate key performance indicators and complex insights.
- Cross-Functional Collaboration: Work closely with data scientists, product managers, and other software engineers to translate business requirements into effective AI agent solutions. Communicate complex technical concepts to both technical and non-technical stakeholders.
- Education: Bachelor's or Master's degree in Computer Science, Artificial Intelligence, or a related field, or equivalent practical experience.
- Programming: Strong proficiency in Python and relevant AI/ML libraries (e.g., PyTorch, TensorFlow).
- AI/ML Expertise:
- Demonstrated experience in building and deploying AI agent systems or other autonomous systems.
- Hands-on experience with large language models (LLMs) and generative AI.
- Expertise in prompt engineering and fine-tuning LLMs.
- Knowledge of techniques for grounding generative models with external knowledge sources (e.g., Retrieval-Augmented Generation - RAG, vector databases).
- Data Wrangling: Experience with data-centric AI practices, including exploratory data analysis (EDA), data acquisition, and ETL (Extract, Transform, Load) processes to prepare and validate data for agentic systems and tools.
- Software Engineering (AI Infused):
- Solid software engineering fundamentals (system design, testing, Git, etc.).
- Experience developing and maintaining backend infrastructure for AI/ML pipelines.
- Familiarity with cloud computing platforms (AWS, Azure, GCP).
- Proven AI-assisted workflow for solution development.
- Agentic Frameworks: Hands-on experience with at least one major agentic framework (e.g., LangChain, LlamaIndex, AutoGen, Semantic Kernel).
- Problem-Solving: Excellent analytical and problem-solving skills, with the ability to tackle novel and complex challenges.
- Communication: Strong verbal and written communication skills and a collaborative mindset.
- Team Mentorship: Inspire, motivate, and mentor junior team members and conduct constructive code reviews.
- Experience with conversational AI and chatbots.
- Familiarity with LLM-related security concerns, such as prompt injection.
- Experience deploying AI models at scale in high-throughput, low-latency environments.
- A portfolio of personal projects demonstrating a passion for building AI agents.
- Brand Advocates: Individuals who deeply understand and align with the Seeking.com brand, embracing our mission and our innovative approach to modern dating and hypergamy.
- Passionate Professionals: Enthusiastic team members committed to fostering meaningful connections and aiding others in finding relationships that align with their ambitions and desires.
- Ambitious Learners: Driven candidates who are not only eager to learn and grow but are also ready to continuously expand the boundaries of their capabilities.
- Innovative High Performers: Professionals who excel beyond conventional boundaries, introducing innovative, outside-the-box solutions and ideas.
- Proactive Communicators: Exceptional communicators who thrive on feedback and are eager to make substantial contributions to the company.
- Resilient Problem Solvers: Individuals who show great endurance and flexibility in the face of challenges, coupled with a strong ability to think critically and solve complex problems effectively.
- Adaptable Innovators: People who can swiftly adjust to new conditions and challenges while continuing to drive forward-thinking solutions and improvements.
- 99% coverage of our medical base plan, dental, and vision insurance
- 65% coverage of our medical base plan, dental, and vision insurance for qualified dependents
- 100% coverage of short-term disability, long-term disability, and life insurance for qualified employees
- 50% 401(k) match up to 6% per month
- Flexible paid time off