Machine Learning Engineering Director

hace 2 semanas


Barcelona, Barcelona, España Dow Jones A tiempo completo
About the Role

Job Summary: Dow Jones is seeking an experienced Machine Learning Engineering Manager to lead our team of machine learning engineers.

Key Responsibilities:

  • Manage the implementation of advanced machine learning solutions, ensuring their seamless integration and operational success.
  • Lead, mentor, and guide a team of machine learning engineers to foster a culture of collaboration and continuous improvement.
  • Conduct regular performance evaluations, provide constructive feedback, and support professional growth within the team.
  • Facilitate close collaboration within the AI Engineering Team to integrate ML models into our Information Retrieval pipelines, covering pre-processing, fine-tuning, and deployment.
  • Lead implementation of optimized data storage and indexing systems for NLP, utilizing advanced database technologies.
  • Guide the development of tools and frameworks supporting model training, tuning, and evaluation for seamless integration into our infrastructure.
  • Monitor model performance, continuously improving accuracy and efficiency, and provide ongoing support, troubleshooting, and updates as needed.
  • Build and maintain data processing pipelines for high volumes of structured and unstructured data, ensuring robust, secure, and scalable production systems.
  • Develop and maintain comprehensive documentation for all machine learning infrastructure and support processes.
  • Stay updated with the latest developments in GenAI, NLP, ML, and information retrieval technology, incorporating best practices into our systems and processes.

Requirements:

  • Bachelor's or Master's degree in Computer Science, Engineering, Data Science, or a related STEM field.
  • Proven track record of leadership and technical expertise within the field of machine learning, AI, or data science, with at least 3 years of leadership experience.
  • Experience with machine learning algorithms, techniques, and model operationalization.
  • Proficiency in Python and/or other high-level programming languages commonly used in machine learning.
  • Experience with NLP and Machine Learning frameworks and libraries (e.g., PyTorch, HuggingFace, LangChain, spaCy, NLTK, scikit-learn, etc.).
  • Proficiency in cloud-based infrastructure and managing large datasets.
  • Experience with agile development methodologies and CI/CD pipelines.
  • Excellent project management skills with experience successfully delivering complex machine learning projects.
  • Familiarity with software engineering best practices, ensuring the development of secure, scalable, and efficient production systems.
  • Strong communication and interpersonal skills, with the ability to effectively collaborate with cross-functional teams.

What We Offer:

  • Comprehensive Healthcare Plans
  • Flexible working policy
  • Comprehensive Medical, Dental and Vision Insurance Plans
  • Generous Paid Maternity and Paternity Leave policy
  • Family Care Benefits
  • Newscorp subscription Discounts
  • Employee Referral Program


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