Machine Learning Engineering Manager
Responder al anuncioJob Description:About the RoleDow Jones is seeking an experienced Machine Learning Engineering Manager to lead our team of machine learning engineers. You will be responsible for managing the implementation of advanced machine learning solutions, ensuring their seamless integration and operational success. Your leadership will play a crucial role in guiding the team to deliver high-impact machine learning projects aligned with our organizational goals and technological advancements. As a leader within the AI Engineering Team, you will be deeply involved inevery aspectof AI project development process, from brainstorming and ideation to production launch and ongoing development, ensuring that our machine learning solutions deliver tangible value, meet organizational needs, and are developed with a focus on security and scalability. You WillLead, 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 forhigh 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 thelatest developments in GenAI, NLP, ML, and information retrieval technology, incorporating best practices into our systems and processes. You HaveBachelor's or Master's degree in Computer Science, Engineering, Data Science, or a related STEM field. Proven track record ofleadershipandtechnical expertisewithin 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 withNLPandMachine Learning frameworksand libraries (e. G. , PyTorch, HuggingFace, LangChain, spaCy, NLTK, scikit-learn, etc. ). Proficiency in cloud-based infrastructure and managing large datasets. Experience withagile developmentmethodologies andCI/CDpipelines. 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 efficientproduction systems. Strong communication and interpersonal skills, with the ability to effectively collaborate with cross-functional teams. Hybrid working, ability to work from home 2 days per week #LI-hybridComprehensive Healthcare PlansDesplazamiento policy flexible working policy (individual's right to work applies)Comprehensive Medical, Dental and Vision Insurance PlansGenerous Paid Maternity and Paternity Leave policyFamily Care BenefitsNewscorp subscription DiscountsEmployee Referral ProgramReasonable accommodation: Dow Jones, Making Careers Newsworthy - We are an equal opportunity employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity or expression, pregnancy, age, national origin, disability status, genetic information, protected veteran status, or any other characteristic protected by law. EEO/AA/M/F/Disabled/Vets. Dow Jones is committed to providing reasonable accommodation for qualified individuals with disabilities, in our job application and/or interview process. If you need assistance or accommodation in completing your application, due to a disability, email us at talentresourceteam@dowjones.com. Please put "Reasonable Accommodation" in the subject line and provide a brief description of the type of assistance you need. This inbox will not be monitored for application status updates. Business Area: Dow Jones - TechnologyJob Category: Software Product EngineeringUnion Status:Non-Union roleSince 1882, Dow Jones has been finding new ways to bring information to the world’s top business entities. Beginning as a niche news agency in an obscure Wall Street basement, Dow Jones has grown to be a worldwide news and information powerhouse, with prestigious brands including The Wall Street Journal, Dow Jones Newswires, Factiva, Barron’s, MarketWatch and Financial News. This longevity and success is due to a relentless pursuit of accuracy, depth and innovation, enhanced by the wisdom of past experience and a solid grasp on the future ahead. More than its individual brands, Dow Jones is a modern gateway to intelligence, with innovative technology, advanced data feeds, integrated solutions, expert research, award-winning journalism and customizable apps and delivery systems to bring the information that matters most to customers, when and where they need it, every day. If you are a current employee at Dow Jones, do not apply here. Please go to the Career section on your Workday homepage and view "Find Jobs - Dow Jones. " Thank you. #J-18808-Ljbffr
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