Dear Aspirant!
We empower our people to stay resilient and relevant in a constantly changing world. We're looking for people who are always searching for creative ways to grow and learn. People who want to make a real impact, now and in the future. Does that sound like you? Then it seems like you'd make a great addition to our vibrant international team.
Siemens founded the new business unit Siemens Advanta (formerly known as Siemens IoT Services) on April 1, 2019 with its headquarter in Munich, Germany. It has been crafted to unlock the digital future of its clients by offering end-to-end support on their outstanding digitalization journey. Siemens Advanta is a strategic advisor and a trusted implementation partner in digital transformation and industrial IoT with a global network of more than 8000 employees in 10 countries and 21 offices. Highly skilled and authoritative specialists offer services which range from consulting to craft & prototyping to solution & implementation and operation - everything out of one hand!
We are looking for:Senior AI/ML Engineer - NLP & Generative AI
·Lead the development and implementation of cutting-edge NLP and Generative AI solutions.
·Design and build robust data pipelines for processing and integrating text-based data for NLP applications.
·Develop, train, and refine NLP and generative AI models, including writing post-processing scripts to optimize outputs.
·Champion best practices in software development to ensure efficient and maintainable NLP and generative AI systems.
·Propose and influence architectural decisions to guarantee the scalability and performance of NLP and generative AI applications.
·Foster a culture of clean code principles and best practices within the team for NLP and generative AI development.
·Collaborate with cross-functional teams to integrate NLP and generative AI solutions into various products seamlessly.
·Mentor junior engineers and contribute to a continuous learning environment prioritizing innovation in NLP and generative AI.
Use your skills to move the world forward!
·Bachelor's or master's degree in computer science, Artificial Intelligence, Machine Learning, or a related field.
·5+ years of experience in AI/ML engineering with a strong focus on Natural Language Processing (NLP).
·Expertise in developing and deploying production-ready NLP models using frameworks like TensorFlow, PyTorch, or Hugging Face.
·Strong understanding of core NLP concepts, including recurrent neural networks (RNNs), gated recurrent units (GRUs), and sequence networks.
·Proficiency with NLP fundamentals like tokens, embeddings, and information retrieval techniques (e.g., BM25).
·Proven experience with generative AI techniques and integrating Large Language Models (LLMs) and smaller LLMs into practical applications.
·Strong programming skills, particularly in Python, and a solid grasp of relevant NLP libraries.
·Ability to design and implement end-to-end AI/ML workflows tailored for NLP applications.
·Strong problem-solving skills and the ability to propose innovative solutions for NLP and generative AI challenges.
·Excellent communication skills and the ability to work collaboratively in a team environment.
Preferred Qualifications:
·Experience with MLOps tools and practices for NLP and generative AI workflows.
·Knowledge of data visualization tools to communicate NLP analysis and prediction results effectively.
·Experience with ETL processes and working with various text-based data formats.
·Familiarity with other programming languages like Rust or Java.
Make your mark in our exciting world at Siemens.
This role is based in Bangalore, where you'll get the chance to work with teams impacting entire cities, countries - and the shape of things to come.
We're Siemens. A collection of over 379,000 minds building the future, one day at a time in over 200 countries. We're dedicated to equality, and we encourage applications that reflect the diversity of th communities we work in. All employment decisions at Siemens are based on qualifications, merit and business need. Bring your curiosity and imagination and help us shape tomorrow.
Find out more about Siemens careers at:www.siemens.com/careers
Find out more about the Digital world of Siemens here:www.siemens.com/careers/digitalminds