Machine Learning Manager

AvaSurevia Remote Rocketship

RemotoRemotoSêniorCLT10 dias atrás

Salário Estimado

US$ 14.2k/mês

≈ R$ 77.919,00 - R$ 87.082,00

Tecnologias

Javascript Python Java C#Mobile Machine Learning Ai Data Science Tensorflow Pytorch

0de 100

Regular

Score da Vaga

Descrição da Vaga

Job Description:

•Lead the end-to-end machine learning lifecycle, including data ingestion, model development, training, evaluation, deployment, monitoring, and iteration

•Own and evolve ML Ops architecture, including CI/CD for models, feature pipelines, model versioning, monitoring, and retraining strategies • Serve as a player-coach, contributing directly to design reviews, code reviews, prototyping, and implementation for high-impact initiatives

•Architect and deploy computer vision models (e.g., CNNs, transformers, multimodal models) and LLM-based systems (e.g., prompt pipelines, fine-tuning, RAG, evaluation frameworks) • Establish and track model performance, reliability, scalability, and ethical AI metrics, ensuring compliance with internal standards and regulatory expectations

•Lead project planning, feasibility analysis, and technical scoping for new AI-driven functionality • Identify technical risks early and develop mitigation and contingency plans

•Maintain and design software primarily in Python, with the ability to contribute to or review code in C/C++, Java, JavaScript, C#, and mobile frameworks as needed • Ensure strong testing discipline, including unit testing, integration testing, and test-driven development (TDD) practices

•Apply and mentor on software design patterns, debugging strategies, and production troubleshooting best practices • Collaborate cross-functionally to align priorities, manage dependencies, and communicate progress, tradeoffs, and outcomes

•Write and present technical and executive-level status updates to stakeholders • Oversee software and model releases and communicate release readiness and impact Requirements:

•Bachelor’s degree in Computer Science, Engineering, Data Science, or a related field (Master’s preferred) • 7+ years of professional experience in machine learning or related engineering roles

•1–3+ years of people leadership experience, preferably managing ML or data-focused teams • Demonstrated, hands-on experience with computer vision frameworks (e.g., PyTorch, TensorFlow, OpenCV)

•LLMs and modern NLP systems, including prompt engineering, fine-tuning, evaluation, and deployment • At least two machine learning frameworks

•Strong proficiency in Python; experience with production-grade ML systems • Proven ability to define, estimate, and deliver complex technical projects on schedule

•Experience designing task hierarchies, managing scope across features and epics, and balancing technical debt with delivery • Excellent communication skills with both technical and non-technical stakeholders

•Demonstrated initiative in improving systems, processes, and codebases • Strong collaboration skills and a positive, team-first mindset.

Benefits:

•AvaSure sponsored Medical, Dental & Vision

•Safe Harbor 401K with Employer Matching up to 4% • HSA Employer Contributions

•Employer Paid Life, Short-term and Long-term Disability, and AD&D Insurance Plans • Flexible Time Off Plan & Paid Holidays

•Parental Leave • Generous Tuition & Continuing Education Reimbursement available

•Employee Referral Bonus

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Publicada10 dias atrás

FonteRemote Rocketship

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