Generative AI Engineer IRC279039

職種概要

We are looking for a highly skilled and innovative Generative AI Engineer to join our dynamic team. In this role, you will be at the forefront of AI development, responsible for designing, building, and deploying cutting-edge generative models and applications. You will work on everything from large language model (LLM) training and fine-tuning to developing sophisticated NLP solutions. If you are passionate about pushing the boundaries of artificial intelligence, we want to hear from you.

必要条件

Required Skills and Qualifications:

1. Bachelor’s or Master’s degree in Computer Science, AI, Machine Learning, or a related field.
2. Proven hands-on experience in building and deploying Gen AI and Deep Learning models.
3. Strong proficiency in Python and its core data science libraries (e.g., TensorFlow, PyTorch, Hugging Face, LangChain).
4. In-depth knowledge of LLM architecture, LLM training methodologies, and fine-tuning techniques (e.g., LoRA, QLoRA).
5. Solid understanding of Neural Network fundamentals.
6. Experience with NLP, including text processing and embedding preparation (e.g., Word2Vec, GloVe, sentence transformers).
7. Practical experience implementing RAG pipelines and vector databases (e.g., Pinecone, ChromaDB).
8. Familiarity with APIs from major AI providers like OpenAI, Google.
9. Strong problem-solving skills and the ability to work independently and in a team environment.

 

Preferred Qualifications

1. Experience with MLOps practices and tools (e.g., Docker, Kubernetes, MLflow).
2. Familiarity with cloud computing platforms (e.g., AWS, GCP, Azure).
3. Contributions to open-source AI/ML projects or a portfolio of relevant work.
4. Published research in the field of AI, NLP, or Machine Learning.

職務内容

Key Responsibilities:

1. Design, develop, and implement advanced Generative AI solutions using state-of-the-art models and techniques.
2. Train, fine-tune, and evaluate Large Language Models (LLMs) for specific use cases, ensuring optimal performance and accuracy.
3. Develop and integrate Retrieval-Augmented Generation (RAG) systems to enhance model responses with external knowledge bases.
4. Apply expertise in Deep Learning and Neural Networks to build robust and scalable AI systems.
5. Utilize Natural Language Processing (NLP) techniques for tasks such as text classification, sentiment analysis, and named entity recognition.
6. Manage the full lifecycle of AI models, including embedding preparation, data preprocessing, model deployment, and monitoring.
7. Write clean, efficient, and well-documented code, primarily in Python.
8. Collaborate with cross-functional teams, including product managers, data scientists, and software engineers, to deliver high-impact AI features.
9. Stay current with the latest advancements in the field, including new models from OpenAI and other research institutions.

私たちが提供するもの

Exciting Projects: We focus on industries like High-Tech, communication, media, healthcare, retail and telecom. Our customer list is full of fantastic global brands and leaders who love what we build for them.

Collaborative Environment: You Can expand your skills by collaborating with a diverse team of highly talented people in an open, laidback environment — or even abroad in one of our global centers or client facilities!

Work-Life Balance: GlobalLogic prioritizes work-life balance, which is why we offer flexible work schedules, opportunities to work from home, and paid time off and holidays.

Professional Development: Our dedicated Learning & Development team regularly organizes Communication skills training(GL Vantage, Toast Master),Stress Management program, professional certifications, and technical and soft skill trainings.

Excellent Benefits: We provide our employees with competitive salaries, family medical insurance, Group Term Life Insurance, Group Personal Accident Insurance , NPS(National Pension Scheme ), Periodic health awareness program, extended maternity leave, annual performance bonuses, and referral bonuses.

Fun Perks: We want you to love where you work, which is why we host sports events, cultural activities, offer food on subsidies rates, Corporate parties. Our vibrant offices also include dedicated GL Zones, rooftop decks and GL Club where you can drink coffee or tea with your colleagues over a game of table and offer discounts for popular stores and restaurants!

GlobalLogicについて

GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world’s largest and most forward-thinking companies. Since 2000, we’ve been at the forefront of the digital revolution – helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.