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MACHINE LEARNING ENGINEER

Descripción de la oferta de empleo

About the Role:Dow Jones is seeking a skilled Machine Learning Engineer to join our AI Engineering Team. You will be responsible for designing, building, and maintaining machine learning pipelines and infrastructure, supporting both conventional and GenAI models. You will collaborate with our data scientists to seamlessly integrate various machine learning models, including large language models (LLMs).As a key team member, you will play a crucial role in operationalizing machine learning solutions to meet our organization's needs and deliver tangible value. You will leverage your strong software engineering skills to develop robust, secure, and scalable production systems, utilizing your expertise in machine learning algorithms and techniques.You Will:Collaborate with data scientists and engineers to integrate ML models into various AI/ML pipelines, covering pre-processing, fine-tuning, and deployment.Implement optimized data storage and indexing systems for NLP, utilizing advanced database technologies.Develop tools and frameworks for model training, tuning, and evaluation, ensuring seamless infrastructure integration.Partner with data scientists and engineers to integrate models into production, leveraging cloud infrastructure as needed.Monitor and improve model performance for accuracy and efficiency.Provide ongoing support, troubleshoot issues, and implement updates for ML models.Build and maintain data processing pipelines for high volumes of structured and unstructured data.Develop and maintain documentation for all ML infrastructure and support processes.Stay updated on GenAI, NLP, ML, and IR technologies, incorporating best practices and leveraging cloud infrastructure for efficiency. You Have:Bachelor's or Master's degree in Computer Science, Engineering, Data Science, or a related STEM field.At least 3 years of industrial experience in a machine learning engineering, data science or data engineering role.Proven programming skills in Python and/or another high-level language commonly used in machine learning.Familiarity with NLP and Machine Learning frameworks and libraries (e.g., PyTorch, HuggingFace, LangChain, spaCy, NLTK, scikit-learn, etc.).Experience in developing and managing NLP-focused data infrastructure, including storage, indexing, and retrieval systems. Familiarity with cloud-based infrastructure and services (e.g., AWS, GCP, etc.).Familiarity with containerization and orchestration technologies, such as Docker and Kubernetes, on cloud-based infrastructure.Experience with version control systems such as Git.Strong communication and collaboration skills, and a passion for working as part of a team.Our Benefits:Comprehensive Healthcare PlansPaid Time OffRetirement PlansComprehensive Insurance PlansLifestyle programs & Wellness ResourcesEducation BenefitsFamily Care Benefits & Caregiving SupportCommuter Transit ProgramSubscription DiscountsEmployee Referral Program
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Detalles de la oferta

Empresa
  • Dow Jones
Localidad
  • En toda España
Dirección
  • Sin especificar - Sin especificar
Fecha de publicación
  • 05/11/2024
Fecha de expiración
  • 03/02/2025
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