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Job Description
This role is for an experienced Artificial Intelligence Engineer on the Marketing Data Science team at HP. This individual will be responsible for helping the team to shape its AI strategy, specifically through the creation of AI models, such as Large Language models (LLMs) and Natural Language Processing (NLP), for Marketing. Marketers are tasked with combing through tons of research and data to find appropriate insights; there is oftentimes too much information and too little time. This individual will provide Marketers with curated AI tools that help them to have the right information at the right time to make the best decisions. This is a fantastic opportunity to be part of cutting-edge AI work that enables Marketing to drive innovation and business growth.
Locations: Bucharest, Romania, On-site or Hybrid
Education And Experience
- MS in Computer Science with an AI emphasis, or related field
- 2+ years of experience in applying AI to corporate technology solutions
- Experience with cloud environments (Amazon Web Services, Google Cloud, Azure, Databricks)
- Design the architecture and environment to enable AI models to run
- Assess which environments are most appropriate, whether current compute is sufficient, whether we should choose an existing model or pretrain our own
- Lead AI model construction to both evolve existing capabilities and create new ones
- Apply AI to Marketing use cases to improve customer intelligence and data analytics
- Teach Data Scientists how to use the created LLMs to analyze structured and unstructured data
- Build AI applications and interfaces at scale for the bigger Marketing organization to use
- Advise the team on best practices for AI models (i.e. parameters, data structure, etc.)
- Evaluate LLM performance using different applications and file formats to identify the best solution
- Debug and identify causality for issues in the AI results
- Research new AI models and trends to understand how we can maximize the usage of our existing models and/or whether we should adopt new models
- Strong knowledge of ML and Deep Learning in the context of LLMs, NLPs and chatbots
- Experience working with AI models using real-life (“industry”) data
- Expert Python skills (PyTorch/TensorFlow, Pandas, NumPy, Matplotlib, creating functions)
- Mastery in tool usage (AWS, Jupyter notebook, Streamlit or similar UIs)
- Expertise in building and fine-tuning LLMs; experience with PEFT methods and alignment with human feedback (RLHF)
- Expertise in Prompt Engineering using various AI models
- Understanding of the differences and advantages of Llama, Falcon, and other open source LLMs
- Experience utilizing structured and unstructured data in LLMs (CSV, Json, TXT, PDF)
- Mastery in database engineering (Relational and Vector databases/Embeddings)
- Proficiency in AI frameworks (Langchain, Agents, Transformer Architecture etc.)
- Experience utilizing both Generative and Discriminative AI models for data querying and representation
- In-depth knowledge of big data platforms, statistical software and machine learning algorithms packages
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Skills
Artificial IntelligenceData ScienceIf an employer asks you to pay any kind of fee, please notify us immediately. Jobaaj does not charge any fee from the applicants and we do not allow other companies also to do so.
About Company
HP, or Hewlett-Packard, is a renowned global technology company specializing in personal computing, printing, and related services and solutions. With a history dating back to 1939, HP has been a pioneer in the technology industry, driving innovation and advancing the way people work and live. HP's diverse portfolio includes products such as laptops, desktops, printers, and software solutions, serving consumers, businesses, and government organizations worldwide. HP Careers provide exciting opportunities for talented individuals to join a dynamic team dedicated to pushing the boundaries of technology and delivering exceptional experiences to customers. With a culture of innovation, diversity, and collaboration, HP empowers employees to unleash their creativity and make a meaningful impact on the world.
Important dates & deadlines?
Application Deadline
08 Jul 24, 11:36 AM IST
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