Machine Learning Engineer
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Role details
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Job description
Dow Jones is seeking a skilled Senior 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 organizationâs 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. Responsibilities 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.
Requirements
Bachelorâs or Masterâs degree in Computer Science, Engineering, Data Science, or a related STEM field. 2-4 years of industrial experience in a machine learning engineering, data science or data engineering role. Strong programming skills in Python and/or another high-level language commonly used in machine learning. Experience 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. Proficiency in vector storage, indexing, and graph database technologies for scalable operations in cloud environments. Familiarity with cloud-based infrastructure and services (e.g., AWS, GCP, etc.). Experience 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.
Benefits & conditions
Please put âReasonable Accommodationâ 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. Please refer to the privacy notice at the bottom of this page for submitting any data access, deletion, or other data subject rights requests, where permitted under your local laws and regulations. Business Area: Dow Jones - Technology Job Category: Software Product Engineering Union Status: Non-Union role Base Pay Range:- Weâre committed to offering competitive and flexible compensation to attract top talent. This pay range reflects our good faith estimate for the role and may vary based on a candidateâs experience, skills, location, and other relevant factors.
About the company
For bonus-eligible roles, targets are determined based on multiple considerations, including market benchmarks and individual contributions. For benefits-eligible roles, we offer a comprehensive and competitive benefits package covering health, retirement, wellbeing, and more, along with optional benefits to meet the diverse needs of our employees. Dow Jones is a global provider of news and business information, delivering content to consumers and organizations around the world across multiple formats, including print, digital, mobile and live events. Dow Jones has produced unrivaled quality content for more than 130 years and today has one of the worldâs largest newsgathering operations globally. It is home to leading publications and products including the flagship Wall Street Journal, Americaâs largest newspaper by paid circulation; Barronâs, MarketWatch, Mansion Global, Financial News, Dow Jones Risk & Compliance and Dow Jones Newswires. Dow Jones is a division of News Corp (Nasdaq: NWS, NWSA; ASX: NWS, NWSLV). #J-*****-Ljbffr Inscribirse en esta oferta Recibir ofertas similares por correo electrĂłnico No gracias, llĂ©vame a la oferta de empleo Al crear una alerta, aceptas nuestros TĂ©rminos y condiciones y PolĂtica de privacidad, y el uso de cookies. Inscribirse en esta oferta
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