Data Scientist

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GenLogs

SiteLinkedInTodas as Vagas

51 - 200 funcionários

Fundada em 2023

🚗 Transporte

☁️ SaaS

🤝 B2B

Transport • SaaS • B2B

A GenLogs é uma plataforma SaaS de Inteligência para Caminhões que agrega sensores de beira de estrada, imagens de satélite, reconhecimento de placas e marcas de veículos, além de milhões de outros pontos de dados para oferecer uma visibilidade em tempo real e precisa sobre transportadoras e veículos comerciais nos Estados Unidos. A plataforma é destinada a corretores, remetentes, seguradoras e autoridades policiais, sendo utilizada para seleção e verificação de transportadoras, conformidade e detecção de fraudes, subscrição e investigação de sinistros, além de localização e recuperação de bens roubados sem depender exclusivamente dos dados da FMCSA ou de autorrelatos.

Descrição

• Build machine-learning systems that power some of the most advanced logistics intelligence products in the industry • Analyze large, noisy datasets from cameras, OCR, detections, and geospatial pipelines to uncover actionable patterns • Design and evaluate algorithms for truck re-identification, geospatial clustering, equipment classification, OCR text labeling, anomaly detection, and more • Collaborate with engineering and data engineering teams to scale models from prototype to production • Work closely with product teams to deeply understand customer needs and translate them into modeling and analytics initiatives • Apply scientific thinking to continuously test, iterate, and refine approaches as new data becomes available

🎯 Requisitos

• 2–5 years of professional experience in Data Science, Machine Learning, or Software Engineering • Technical foundation in engineering, physics, math, computer science, or related applied fields • Experience deploying or building models using: • - Machine learning fundamentals (classification, clustering, time-series, anomaly detection) • - Computer vision (OCR, object detection, embeddings) • - Geospatial data analysis (mapping, clustering, location intelligence) • - Association/sequence pattern mining, feature engineering, or algorithm development • Experience working with cloud-based data tooling (Snowflake, AWS) — not required but nice to have • Strong programming skills in Python and comfort with modern data/ML libraries (PyTorch, Pandas, Scikit-learn, etc.) • Comfort working with real-world messy datasets (sensor data, imagery, telematics, transactional freight data)

🏖️ Benefícios

• Healthcare (US based only) • Employer-covered comprehensive medical, dental, and vision plans • Employer contribution towards premiums of optional higher-end plans • Unlimited PTO • Sick leave • Company holidays (GenLogs observes all US Government holidays) • Flexible leave for caregiving and medical needs • Paid parental leave • Budget availability for approved professional development courses, certifications, and training • 100% travel reimbursement for all approved company travel and spending • 401(k) plan (US based employees)