Data Expert

1 semana atrás

Uberlândia, Minas Gerais, Brasil beBeeDataScience Tempo inteiro US$180.000 - US$240.000
Job Description

We are seeking highly skilled professionals to join our team of data experts. This is a remote position, allowing you to work from the comfort of your own home. You will play a pivotal role in shaping one of our fastest-growing cloud services, with work that directly impacts user experiences.

You will collaborate with software engineers, product managers, and researchers to design, implement, and evaluate models and algorithms that adapt based on user interactions and feedback. You will leverage advanced machine learning and information retrieval to predict and optimize memory content selection, representation, and lifecycle management.

Responsibilities
  • Develop and evaluate machine learning models using prepared datasets, customer feedback, and novel training/fine-tuning algorithms for language models.
  • Write production-quality code, apply debugging best practices, and stay current with industry trends.
  • Drive customer-centric solutions by aligning with business goals and managing stakeholder expectations.
  • Collaborate cross-functionally to define success metrics and improve AI quality at scale.
  • Lead research projects that yield new algorithms, tools, or insights solving open problems.
  • Analyze evaluation outputs to identify gaps in coverage, quality, and usability.
  • Design experiments, define metrics, and develop machine learning pipelines for encoder-decoder and cross-encoder models, semantic search, and user intent understanding.
  • Work with large-scale data while championing privacy and compliance.
  • Engage with customers and internal teams to identify pain points and drive impactful improvements.
RequirementsMain Requirements
  • Bachelor's degree in Statistics, Econometrics, Computer Science, Electrical/Computer Engineering, or related field.
  • 4+ years of experience in predictive analytics, statistics, or research.
  • Experience with synthetic data generation and data management for evaluation/training.
  • At least one year of experience publishing patents or peer-reviewed papers.
  • Deep motivation for user-centric AI and interest in human cognition, memory, and AI.
  • Global collaboration is integral to our work, and proficiency in English is essential for effective communication in this role.
Preferred Qualifications
  • Master's degree in Statistics, Econometrics, Computer Science, Electrical/Computer Engineering, or related field.
  • Experience with large-scale embedding models and transformer architectures.
  • Familiarity with reinforcement learning and distributed computing platforms.
  • Proficient analytical skills and experience with telemetry and performance metrics.
  • DevOps experience and cloud services knowledge.
  • Agile development experience and a structured approach to software design.
Interpersonal Skills
  • Growth mindset with resilience and a passion for learning.
  • Commitment to diversity, inclusion, and authentic collaboration.
  • Effective communication skills with the ability to engage diverse audiences.
  • Ownership mindset with the ability to deliver results and manage expectations.
  • Self-motivated and collaborative across teams and organizations.

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