Machine Learning Engineering Director
hace 2 semanas
Job Summary: Dow Jones is seeking an experienced Machine Learning Engineering Manager to lead our team of machine learning engineers. As a key member of our AI Engineering Team, you will be responsible for managing the implementation of advanced machine learning solutions, ensuring their seamless integration and operational success.
Key Responsibilities- 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.
- 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.
- 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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Machine Learning Engineering Director
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Barcelona, Barcelona, España Dow Jones A tiempo completoAbout the RoleDow Jones is seeking an experienced Machine Learning Engineering Manager to lead our team of machine learning engineers. As a key member of our AI Engineering Team, you will be responsible for managing the implementation of advanced machine learning solutions, ensuring their seamless integration and operational success.Key ResponsibilitiesLead...
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Machine Learning Engineering Director
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Barcelona, Barcelona, España Dow Jones A tiempo completoAbout the RoleDow Jones is seeking an experienced Machine Learning Engineering Manager to lead our team of machine learning engineers. As a key member of our AI Engineering Team, you will be responsible for managing the implementation of advanced machine learning solutions, ensuring their seamless integration and operational success.Key ResponsibilitiesLead...
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Barcelona, Barcelona, España Dow Jones A tiempo completoAbout the RoleJob 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...
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Barcelona, Barcelona, España Dow Jones A tiempo completoAbout the RoleJob 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...
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