What are the responsibilities and job description for the Machine Learning Engineer, Data Pipelines, Entry Level position at Jobright.ai?
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Job Summary:
Comcast is a Fortune 30 global media and technology company that is seeking a skilled Machine Learning Engineer with expertise in Natural Language Processing (NLP). The role involves building scalable data pipelines and feedback loops for a voice platform, collaborating with a team to implement solutions, and ensuring the stability and performance of production systems.
Responsibilities:
• Work as part of a team of software engineers in conjunction with product stakeholders to understand business objectives, define technical requirements and build features for production.
• Apply NLP and ML knowledge to analyze and process voice queries and system logs using techniques like pattern matching, entity extraction, intent classification, and LLM-based classification and filtering.
• Support the application and fine-tuning of open-weight Generative AI models to further our platform capabilities.
• Contribute to building a scalable architecture that handles millions of requests per day.
• Ensure the stability of our platform to serve our customers and assist with the deployment, monitoring, and troubleshooting of production systems.
• Collaborate with teammates and contribute to design discussions, project planning and code reviews.
• Demonstrate a keen sense of responsibility and accountability towards the team’s work, its quality and timely delivery.
Qualifications:
Required:
• Bachelor’s or Master’s degree in Computer Science, Machine Learning or a related field.
• 2-3 years of relevant work experience.
• Proficiency in programming languages like Python, Kotlin and Java and experience with machine learning frameworks.
• Experience with natural language processing, machine learning, deep learning, optimization techniques and evaluation methodologies.
• Experience with or exposure to LLMs and integrating them with complex real-time data processing and low-latency systems including methods for optimizing LLM prompts, using a RAG architecture and applying fine-tuning and post-training techniques to open-weight pretrained models.
• Experience with or exposure to cloud platforms (AWS) for deploying and managing ML models and its supporting architecture.
• Experience researching new ideas, formulating creative solutions and presenting sophisticated ideas to technical and non-technical audiences.
Company:
Comcast is a media and technology company that connects millions of people to the moments and experiences that matter most. It is a sub-organization of SkyShowtime. Founded in 1963, headquartered in Philadelphia, Pennsylvania, USA, team size 10001 employees, currently Public Company.
