
AI-Powered Conversational Assistant Lead
1 week ago
Role Overview
We are seeking a highly skilled Senior Data Engineer to lead the development of data pipelines, model training, and infrastructure setup to deliver a seamless, privacy-compliant experience for users seeking personalized health insights.
Key Responsibilities:
- Data Integration & Pipeline Development: Design and implement scalable data pipelines to support training and finetuning of knowledge base and user data, ensuring data quality, scalability, and efficiency.
- Data Processing & Transformation: Develop data transformation processes to prepare data for Natural Language Processing (NLP) models, facilitating personalized and accurate health recommendations.
- Privacy & Security Compliance: Ensure all data handling practices comply with privacy and security standards, focusing on user data protection within AI model training and deployment.
- Infrastructure Setup & Management: Build and maintain foundational cloud infrastructure on Google Cloud Platform (GCP) to host, deploy, and scale securely and efficiently across platforms.
- Collaboration with AI & DevOps Teams: Partner with AI/ML and DevOps teams to finetune, test, and optimize NLP models for production, focusing on deployment performance and user experience.
- Website & Mobile Integration Support: Work alongside frontend developers to ensure smooth data flow and integration between the backend, website and mobile app.
- Monitoring & Optimization: Implement monitoring, logging, and automated alerts to ensure data pipelines, model interactions, and infrastructure meet performance and reliability requirements.
Requirements:
- Education: Bachelor's or Master's in Computer Science, Data Engineering, or a related field.
- Experience:
- 3+ years in data engineering, preferably within Generative AI or NLP-focused projects.
- Hands-on experience with Google Cloud Platform (GCP), including BigQuery, Dataflow, and Cloud Storage.
- Proven ability in data pipeline design and data transformations for AI model training.
- Skills:
- Strong programming skills in Python and familiarity with SQL.
- Experience with DevOps tools (e.g., Kubernetes, Docker) and CI/CD pipelines in GCP.
- Proficient in data management practices, data privacy, and security protocols.
- Familiarity with AI/ML workflows, specifically NLP model training and finetuning.
- Nice to Have:
- Experience working with Contentful, or React Native integrations.
- Knowledge of MLOps practices to support continuous model training and deployment.
Benefits:
- Opportunity to work on cutting-edge Generative AI-powered conversational assistant project.
- Chance to collaborate with experienced AI/ML and DevOps teams.
- Professional growth and development opportunities in a dynamic environment.
Others:
- Role: Senior Data Engineer
- Industry Type: IT Services & Consulting
- Department: Engineering - Software & QA
- Employment Type: Full Time, Permanent
- Role Category: Software Development
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