Staff Engineer (GenAI / ML)

Who We AreQvest US is the global leader in technology and business consulting for the Media & Entertainment and Consumer Packaged Goods & Retail industries. We strategize, advise, design, develop and implement future-forward business & technology solutions. With expertise in digital media supply chain, data & analytics, IP & rights management, broadcast transformation, Salesforce and applied AI, our exceptionally talented teams partner with Fortune 1,000 companies to revolutionize markets and set new industry standards.About the IDCThe IDC is our Innovation and Development Center. We build custom software using modern technologies to solve complex business problems for our clients. We believe the best products and services are realized by knowledgeable, tight-knit teams aligned to a shared purpose and understanding. We're honored to be recognized by Fortune magazine and Great Place to Work as a Best Workplace in Texas!Who we're seekingAs a Staff Engineer, you are an innovative and thoughtful self-starter who enjoys solving problems and thrives in fast-paced, collaborative environments. You are looking for a role where you can shape best practices, mentor team members, work on varied projects, and influence technologies and solutions for both Qvest internal and client external projects. You thrive in environments where you're able to demonstrate technical competency while working individually, closely with team members, or directly with our clients.Specifically working in our Applied AI / ML practice, you are a self driven engineering leader who loves to identify and experiment with new approaches, technologies, or tools which will impact our projects or industry. Examples could include emergent architectural approaches, new cloud provider offerings, or productivity enhancers (new tooling, Chat-GPT, Copilots, or similar).What you'll doAs a mentor and an engineering leader in the Applied AI / ML practice, you will help grow the careers of other team members, have the opportunity to participate in the hiring process, participate in the annual review cycle, and shape and contribute to the engineering culture as a place to learn and grow. As a technology Leader, you’ll work directly with Qvest leadership to impact projects, teams and the Qvest organization by creating, shaping, proposing and presenting engineering practices, architectures, and tech stacks. You will influence business development through your expertise by creating content and contributing to proposals. You will extract reusable components, patterns, concepts and lessons learned to be leveraged across the organization.As a project leader, you’ll help propose technologies to be used on specific projects, and define the shape of the team to build them. As a part of that team, you’ll help the team gather, translate and refine business requirements into deployable systems, extracting and leveraging repeatable design strategies, and creating reference implementations. You will lead by example through the code you contribute, the continuous improvement you foster, and the quality of documentation, architecture, code, and tests you and your teams will deliver.What you'll bring8-12+ years in software development, including working in teamsExperience with agile methodologies such as Scrum, Kanban or XPExpertise in ML / Applied AI tools and patterns including LLM, MLOps, RAG Experience using different models (OpenAI, ChatGPT, Claude, Amazon Bedrock, LLaMA etc..) and understanding applicability to purpose / use case balancing cost vs. functionalityExperience developing copilots Experience developing RAG applicationsExperience with and around discussing enterprise deployments, knowing the landscape of enterprises, (their API’s, systems etc..) and the ability to communicate with client leadership in this areaExperience with Vector Database and EmbeddingsExperience with Graph Databases Definition, utilization and implementation of CI/CD pipelinesFamiliarity with SOA, Microservices, or similar architectural patternsExperience constructing systems by utilizing a separation of concerns (good OOP, FP design, etc)Experience with enterprise application integration, including defining the integration architecture, integration data flows and interfaces, integration mechanisms (e.g., async vs. synchronous), middleware, etc.Experience with typical AuthN/AuthZ methods and productsExperience managing data, including the selection of persistence product, design of database schema, constraints and transaction boundaries, read/write design trade-off decisions and how it relates to mutable vs. immutable data stateExperience balancing feature development vs. technical debt accumulation in order to deliver business needs while also maintaining quality over timeBachelor's degree in engineering, information systems, computer science, business administration, or other related fieldsTravel RequirementsEmployees are responsible for traveling to and from cl