Machine Learning Engineer- LLM

Department Icon Data Science Analytics & Machine Learning
Posted: 1 year ago
5-7 years
Hyderabad, Telangana, India
Data Science Analytics & Machine Learning
Work from Office
Full Time

Posted: 1 year ago
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Job Description

We are seeking a highly skilled and motivated Machine Learning Engineer with a solid focus on Large Language Models (LLMs) and text processing. In this role, you will work on building, fine-tuning, optimising, and deploying LLMs for real-world applications. Youll also be responsible for generating scripts using LLMs, customising models using platforms like Ollama, and integrating them into robust applications. Design and implement solutions leveraging LLMs for text generation, understanding, summarisation, classification, and extraction tasks.Build pipelines to automate script generation for business or technical workflows using LLMs.Customise and fine-tune LLMs using domain-specific data with tools like Ollama and LoRA/QLoRA.Optimize LLMs for inference speed, accuracy, and resource efficiency (quantisation, pruning, etc.).Integrate LLM functionalities into end-user applications with a strong emphasis on usability and performance.Collaborate with product, design, and engineering teams to translate business requirements into ML-based solutions.Develop APIs and micro-services for model serving and deployment.Monitor model performance and implement continuous improvement and retraining strategies.Stay updated with the latest research and trends in the LLM space and propose innovative ideas.
  • 5+ years of experience in ML/NLP with a focus on large language models and text data with Bachelors or Masters degree in Computer Science, Machine Learning, Artificial Intelligence, or a related field.
  • Experience with prompt engineering, retrieval-augmented generation (RAG), and vector databases (e.g., Pinecone, FAISS).
  • Strong programming skills in Python, including popular ML/NLP libraries (e.g., HuggingFace Transformers, PyTorch, LangChain).
  • Experience with LLM customisation and fine-tuning (e.g., on GPT, LLaMA, Mistral, Mixtral) and Hands-on experience with Ollama or similar tools for local/custom model deployment.
  • Demonstrable ability to optimize model performance for production environments.
  • Solid grasp of REST APIs, application development, and software engineering standard processes.
  • Experience working with containerization (e.g., Docker) and orchestration tools (e.g., Kubernetes) is a plus.
  • Exposure to frontend/backend development for building LLM-powered dashboards or assistants.
  • Understanding of MLOps, model versioning, and continuous improvement practices.

Skills

PythonKubernetesBackend Development

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About Company

Apple Inc., formerly Apple Computer, Inc., is a Silicon Valley–based multinational technology company headquartered in Cupertino, California. It designs, manufactures, and markets premium consumer electronics, software, and online services. Iconic products include the iPhone, iPad, Mac, Apple Watch, and Apple TV, alongside services such as Apple Music, iCloud, Apple Pay, Apple Arcade, Apple TV+, and the App Store. Operating systems now span iOS, iPadOS, macOS, watchOS, and visionOS.

As of August 2025, Apple ranks #3 globally by market capitalization (≈ US $3.4 trillion) and reported FY 2024 revenue of US $391 billion. It remains the second‑largest smartphone maker and fourth‑largest PC vendor worldwide, while expanding into AI‑powered devices, sustainable technology solutions, and mixed‑reality platforms like the Apple Vision Pro.

For professionals exploring Apple India careers, the company offers opportunities across hardware, software, design, retail, and operations, with office hubs in Bengaluru, Hyderabad, Mumbai, and Gurugram. Apple’s interview process in India is known for its rigor, cultural fit focus, and innovation‑driven assessment — attracting engineers, designers, and business talent passionate about shaping future‑ready technology.

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