Artificial Intelligence /Machine Learning & Language Model Developer

Key Skills

Aartificial intelligence, AWS, Azure, Data science techniques, Database, Deep Learning, Google Cloud Platform (GCP), Jupyter Notebook, LangChain, Large Language Models - LLMs, Machine learning techniques, matplotlib, NumPy, Pandas, Python Programming, PyTorch, TensorFlow

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: Bangalore/Gurgaon/Delhi, On-site or Hybrid

Education and Experience:

• MS in Computer Science with an AI emphasis, or related field

• Total 8+ years of experience and 2+ years of experience in applying AI to corporate technology solutions.

• Experience with cloud environments (Amazon Web Services, Google Cloud, Azure, Databricks)

Responsibilities:

• 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

Knowledge and Skills:

• 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

Sustainable impact is HP’s commitment to create positive, lasting change for the planet, its people, and our communities. This serves as a guiding principle for delivering on our corporate vision – to create technology that makes life better for everyone, everywhere.

HP is a Human Capital Partner – we commit to human capital development and adopting progressive workplace practices in India.

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About HP

You’re out to reimagine and reinvent what’s possible—in your career as well as the world around you. So are we. We love taking on tough challenges, disrupting the status quo, and creating what’s next. We’re in search of talented people who are inspired by big challenges, driven to learn and grow, and dedicated to making a meaningful difference.

HP is a technology company that operates in more than 170 countries around the world united in creating technology that makes life better for everyone, everywhere.