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based on 2 Reviews

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Sr. Generative AI Research Engineer

BMW Techworks India Private Limited

based on 2 Reviews

5-10 years

Pune, Bangalore / Bengaluru

1 vacancy

Sr. Generative AI Research Engineer

BMW TechWorks India

posted 2hr ago

Key skills for the job

+ 4 more

Join our team to industrialize sophisticated cutting-edge algorithms for our next generation of BMW Cars.
The role involves designing, developing, and refining generative models that will form the core of our innovative AI-driven products and services.
The ideal candidate will possess deep expertise in generative AI practices, with the ability to implement models that can synthesize novel content, ranging from text and images to complex data patterns.
In your daily work, you will find yourself in an international and interdisciplinary environment with an agile mindset.
Our campus offers the cloud infrastructure you need to work productively with large amounts of data and focus on the software for the automobile of the future.

What should you bring along!

5+ years of experience in AI/ML research and development
Experience and deepen knowledge about Generative AI
Proven experience with generative model architectures such as GANs (Generative Adversarial Networks), VAEs (Variational Autoencoders), and autoregressive models like Transformer-based networks, LLMs, SLMs,
Knowledge about generative AI techniques and fine-tuning methods to improve model performance.
Familiar with implementing RAG (Retrieval-Augmented Generation) architecture for sophisticated AI applications
Extensive knowledge of multimodal models, foundation models, and fine-tuning techniques.
In-depth understanding of transformer architectures, RAG architecture
Basic knowledge of AI accelerator chips
Knowledge of MLOps practices to ensure the robustness and reliability of AI systems
Expertise in designing and implementing scalable and efficient AI systems
Strong Python programming skills and experience with modern AI frameworks
Excellent communication and collaboration skills, with the ability to lead and mentor junior team members
Knowledge of software development processes in the automotive environment is advantageous
Familiarity with cloud computing platforms and services for AI/ML (AWS)
Business fluent knowledge of English (written and spoken)

Key responsibilities:

Architect and develop state-of-the-art generative models for a variety of applications, including but not limited to text, image, and video generation
Work closely with data scientists, machine learning engineers, and product teams to deploy generative models into production environments
Stay abreast of emerging trends and advancements in AI, particularly in the area of generative models, to ensure our solutions remain at the forefront of the industry
Communicate complex AI concepts and model behaviors to non-technical stakeholders, translating insights into actionable business outcomes
Mentor junior AI practitioners, fostering an environment of knowledge-sharing and collaborative growth
Commit to knowledge sharing by actively contributing to the professional development of junior team members, providing guidance and mentorship to nurture their growth within the field of generative AI.

Employment Type: Full Time, Permanent

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