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    AI/ML and Data Science Engineer - bangalore, India - Intel

    Intel
    Intel bangalore, India

    3 weeks ago

    Intel background
    Description

    Job Description

    Our team at Intel is focused every day on creating efficiencies in Intel's business operations. We work on the leading edge of software technologies to bring the industry's best automation capabilities to our business partners. With the rapid advancements in Generative AI, we are moving quickly to establish reference patterns and Enterprise grade platforms for leveraging GPT and other foundational models to accelerate the business. If you're a highly motivated developer with a passion for Automation and good communication skills, you may thrive in this role. Read on to learn more about what this role will do.As a Software Development Engineer, this role will work in a team that is developing a Generative AI platform for the Enterprise and will be responsible for a variety of activities supporting our Automation Center of Excellence services and capabilities. Your primary focus will be development, configuration and support of Generative AI platforms, potentially including a prompt marketplace, and Enterprise ChatGPT implementation, and reference implementations for AutoGPT using LangChain, vector databases and/or Microsoft Azure Cognitive Search. However, this role will primarily depend upon AI/ML and Data Science skills that are emerging in the field of Generative AI and Large Language Models. You should have working experience with Vector Databases such as Milvus, Qdrant or Postgres PGVector designing and developing the Vector database implementation, building the data loader utilities and connecting to open source model run times like Kubeflow.. Knowledge of Retrieval Augmented Generation patterns, indexing approaches, generating embeddings and managing large vector data sets will be helpful. You should have good hands on working experience with Python and experience with .NET is nice to have. An ideal candidate will have some experience with web application development and done explore work with emerging Generative AI frameworks like LanchChain or Semantic Kernel, and will have some experience with LLM fine-tuning.

    Qualifications

    Minimum Qualifications - Bachelor's Degree in Computer Science or related field with 4-6 years of equivalent experience.- 2-3 years Python development experience including Pandas, PyTorch, Jupyter and other AL/ML skills.- Vector Databases and Embedding Search, Document Scraping and Chunking, LangChain or Semantic Kernel- Develop and implement enterprise solutions for document processing, utilizing cutting-edge technologies like large language models and generative AI.- Handson working with Azure Services, Large Language Models like GPT-4 etc- Experience with Prompt Engineering, frameworks like langchain, llama-index and vector databases like chroma DB, PGVector and deployment.- 2-3 years hands on SQL and database management.- Experience in Airflow, Kubernetes.- Strong understanding of machine learning techniques and algorithms.- Experience of prompt engineering, fine-tuning, evaluating, and developing data collection, annotation, management tooling for LLMs.- experience with model deployment- Experience working with Git, including pulling, pushing and merging code.- Experience with popular ml frameworks such as Keras, Tensorflow, PyTorch, HuggingFace Transformers, and libraries like OpenCV, scikit learn,pandas, spacyetc.- Experience working on a SCRUM software delivery team.- Excellent written and verbal communication skills for coordinating across teams with advanced level of English. Preferred Qualifications: 4-6 years general software engineering experienceAzure capabilities, VM management and Powershell.Process Modeling and Redesign experience including LSS techniques.

    Inside this Business Group

    Intel's Information Technology Group (IT) designs, deploys and supports the information technology architecture and hardware/software applications for Intel. This includes the LAN, WAN, telephony, data centers, client PCs, backup and restore, and enterprise applications. IT is also responsible for e-Commerce development, data hosting and delivery of Web content and services.

    Posting Statement

    All qualified applicants will receive consideration for employment without regard to race, color, religion, religious creed, sex, national origin, ancestry, age, physical or mental disability, medical condition, genetic information, military and veteran status, marital status, pregnancy, gender, gender expression, gender identity, sexual orientation, or any other characteristic protected by local law, regulation, or ordinance.

    Benefits

    We offer a total compensation package that ranks among the best in the industry. It consists of competitive pay, stock, bonuses, as well as, benefit programs which include health, retirement, and vacation. Find more information about all of our Amazing Benefits

    Working Model

    This role will be eligible for our hybrid work model which allows employees to split their time between working on-site at their assigned Intel site and off-site. In certain circumstances the work model may change to accommodate business needs.
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