Senior AI/ML Engineer

🕒 vor 8 Tagen

🏈 Ohio – Remote

🏈 Ohio – Remote

⏰ Vollzeit

🟠 Senior

🤖 KI-Ingenieur

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Roadpass Digital

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51 - 200 Mitarbeiter

💼 Beratung

🏨 Gastgewerbe

📦 Logistik

Consulting • Hospitality • Logistics

Roadpass Digital ist ein Unternehmen, das sich darauf konzentriert, Reiseerlebnisse durch innovative Anwendungen zu verbessern. Ihre Hauptanwendung, Roadtrippers, ist ein führendes Planungstool für Roadtrips, das die Entdeckung, Planung, Buchung und Navigation von Reisen vereinfacht. Es zielt darauf ab, Nutzern zu helfen, ihre Umgebung auf neue und spannende Weise zu erkunden. Ein weiteres wichtiges Angebot ist Campendium, eine Camping-App, die Reisenden hilft, ideale Campingplätze zu finden, unterstützt durch Community-Bewertungen und Funktionen wie Kartenüberlagerungen für Mobilfunkabdeckung und öffentliche Ländereien. Roadpass Digital legt Wert auf einen personalisierten und intuitiven Ansatz für die Reiseplanung und das Outdoor-Abenteuer.

Beschreibung

• Champion a data-driven and customer-focused culture. • Maintain and scale the primary recommendation system for the core product. • Maintenance, implementation, and optimization of natural language AI tools including customer service chatbots for multiple brands. • Solve complex problems using advanced ML, AI, and mathematical modeling and optimization techniques with involvement in the whole lifecycle, including but not limited to pre-processing, feature engineering, problem formulation, algorithmic selection/evaluation, modeling, hyper-parameter tuning, and model deployment. • Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting, and other business outcomes. • Mine and analyze data from company databases to optimize and improve product development, marketing techniques, and business strategies. • Design, develop, and implement production-level code. Own the full development cycle: design, development, impact assessment, A/B testing (including interpretation of results), and production deployment. • Serve as a subject matter expert in data, advanced analytics, and visualization within Roadpass Digital, ensuring accurate interpretation of core business metrics, data models, and reports. • Coordinate with different functional teams to implement models and monitor outcomes. • Ensure the delivery of high-quality data products. • Identify, design, and implement internal process improvements.

🎯 Anforderungen

• 5+ years experience in advanced analytics, machine learning, analytics engineering, or similar highly analytical role. • Degree in a quantitative field (e.g., Economics, Statistics, Computer Science, Engineering, Mathematics, Information Systems, Analytics). • Strong experience with Python. • Strong experience with AWS services including S3, SageMaker, and Bedrock • Strong experience with AI engineering tooling (LangChain, LangGraph, and LangSmith) • Strong experience with RAG systems including vector databases (PGVector) • Advanced SQL knowledge to query data warehouses, including knowledge of CTEs and window functions. • Expertise in building, deploying and maintaining machine learning models in production. • Proven track record leading the development and delivery of advanced, actionable Data Science, Machine Learning / AI products and services, including creating predictive models that serve as a foundation for new product offerings. • Ability to identify and assess key opportunity areas where data science can enhance and improve existing products by increasing the efficiency of processes and accuracy of model/analytical results. • Strong analytical mind toward breaking down business questions with data answers. • Excellent organization, communication, and presentation skills, with the ability to bring clarity to complexity and communicate customer needs, architectural requirements, and product goals across cross-functional teams. • Ability to translate highly complex processes for non-technical audiences. • Team player with proven ability to educate team members. • Self-starter who thrives in an entrepreneurial, fast-paced environment with a demonstrated capacity to lead, motivate, and work well with others. • Experience supporting and working with cross-functional teams in a dynamic environment. • Confident in decision-making and able to explain processes or choices as needed.

🏖️ Vorteile

• Flexible Time Off & 16 Company Paid Holidays: We believe this is a partnership. We trust our employees to build their own time-off schedules and encourage our teams to take time for their well-being. • Collaborative & Inclusive Culture: Our employees work in small, self-organized, and cross-functional teams that determine the best tactics to support the vision and strategy set by leadership. We encourage and welcome all ideas, taking an agile approach to creating an amazing product. • Growth Opportunity: Through hands-on learning and development, the opportunities are endless. • Focus on Well-Being: We pride ourselves on offering numerous benefit options to fit best the needs of our employees and their families, including domestic partners. Benefits include medical (PPO & HDHP-HSA), dental, vision, flexible spending account, commuter benefit, discount programs, life & disability insurance, and accident insurance. We also offer a 401k program with company match and paid parental leave. • Live your Passion: We believe in living our mission and vision. As members of our team, our employees enjoy a lifetime subscription to our products. This is in addition to our Work-Detoured benefit, which encourages and reimburses our team to live our brand by enjoying the outdoors.