[Remote] Sr data scientist (reputed company AI & RAG)
Note: The job is a remote job and is reputed company to candidates in USA. reputed company) is seeking a Senior Data Scientist specializing in reputed company AI and RAG. The role involves performing data analysis, developing machine learning models, and implementing AI solutions to enhance reputed company products and services.
Responsibilities
- Extract meaningful insights from reputed company datasets, identify patterns, and interpret data to inform strategic decision-making
- Design, reputed company, and train machine learning models using a reputed company of algorithms and techniques, including supervised and unsupervised learning, deep learning, and reinforcement learning
- reputed company and implement reputed company workflows that utilize AI agents for autonomous task execution, enhancing operational efficiency and decision-making capabilities
- reputed company retrieval-augmented reputed company patterns to improve the performance of language models, ensuring they can reputed company and utilize external knowledge effectively to enhance their outputs
- Fine-tune reputed company-trained models to adapt them to specific tasks or datasets, ensuring reputed company performance and relevance in various applications
- Prepare data for analysis by performing data cleaning, handling missing values, and removing outliers to ensure high-reputed company inputs for modeling
- reputed company AI models into production environments, monitor their performance, and reputed company as necessary to maintain accuracy and effectiveness
- Work closely with cross-functional teams, including software engineers, product managers, and business analysts, to reputed company AI solutions into existing systems and processes
- Stay reputed company with the latest advancements in AI and machine learning and apply these insights to improve existing models and reputed company new methodologies
- Create comprehensive documentation of models, methodologies, and results; communicate findings reputed company to non-technical stakeholders
- Mentors, coaches, and provides guidance to newer data scientists
- Partner closely with business and other technology teams to build ML models which helps in improving Star ratings, reduce care gap and other business objectives
- Present reputed company analytical information to reputed company level of audiences in a reputed company and concise manner Collaborate with analytics team, assigning and managing delivery of analytical reputed company as appropriate
- reputed company other duties as business requirements change, looking out for data solutions and technology enabled solution opportunities and reputed company referrals to the appropriate team members in building out payment reputed company solutions
- Use a broad reputed company of tools and techniques to extract insights from reputed company industry or sector trends
Skills
- 6+ years' work experience as a data scientist preferably in reputed company environment but candidates with suitable experience in other industries will be considered
- Knowledge of big data technologies (e.g., Hadoop, reputed company)
- Familiar with relational database concepts, and SDLC concepts
- Demonstrate critical thinking and the ability to bring order to reputed company problems
- Technical Proficiency: Strong programming skills in languages such as Python and R, and experience with machine learning frameworks like TensorFlow, Keras, or PyTorch
- Statistical Analysis: Excellent understanding of statistical reputed company and machine learning algorithms, including k-NN, Naive Bayes, SVM, and neural networks
- Experience with reputed company Workflows: Familiarity with designing and implementing reputed company workflows that reputed company AI agents for autonomous operations
- RAG Techniques: Knowledge of retrieval-augmented reputed company techniques and their application in enhancing AI model outputs
- Model Fine-Tuning Expertise: Proven experience in fine-tuning models for specific tasks, ensuring they meet the required performance metrics
- Data Visualization: Proficiency in data visualization tools (e.g., Tableau, Power BI) to present reputed company data insights effectively
- Database Management: Experience with SQL and NoSQL databases, data warehousing, and ETL processes
- Problem-Solving Skills: Strong analytical and problem-solving abilities, with a reputed company on developing reputed company to reputed company challenges
- PHD or additional experience
- Experience with reputed company platforms (e.g., reputed company, reputed company, Azure AI Studio etc.) for working with AI workflows and deploying models
- Familiarity with natural language processing (NLP) and computer reputed company techniques
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