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Senior ML Perception Engineer

Bmw Techworks India
Bengaluru
6-10 Years
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Job Description

  • Join our perception team to industrialize sophisticated low-level perception algorithms for our next generation of advanced driver assistance systems.
  • At the BMW TechWorks India, we are continuously developing cutting-edge functions for our self-driving car technology.
  • You use your expertise to participate actively in all development phases from prototyping, preparing the training data up to the implementation, testing and deployment of deep learning models.
  • 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

  • Solid foundation in computer vision, advanced machine learning, and deep learning principles
  • Proficient experience with machine learning frameworks such as TensorFlow, Keras, PyTorch, or ONNX
  • Practical application skills in creating image classification, object detection, semantic segmentation, monocular depth estimation, multi-task, and multi-modal neural networks
  • Experience in testing ML models and CI/CD-based development pipeline
  • Strong programming skills in Python with a solid understanding of data structures and algorithms
  • Excellent communication skills in English and analytical and logical thinking ability

Optional/a plus:

  • Familiarity with developing applications using AWS
  • Programming experience in C++ and OpenCL
  • Experience in 3D reconstruction and 3D scene understanding (using Neural Radiance fields, Gaussian Splatting) or related fields
  • Experience in data processing and algorithm development on sensor data from cameras, RADAR, and LiDAR, and knowledge in sensor fusion technology
  • Proficiency in developing custom operations with CUDA

More Info

Job Type:
Permanent Job
Industry:
Information Technology
Role:
Software Engineer/Programmer
Function:
IT
Employment Type:
Full time
Open to candidates from:
Indian

About Company

Bmw Techworks India

BMW TechWorks India is a joint venture between the BMW Group, a global leader in intelligent automobile development, and Tata Technologies, a global product engineering and digital services company. Our mission is to transform the automotive software industry, with a focus on Digital Car, Digital Company and Digital Product Engineering services. By combining BMW’s legacy of innovation with Tata Technologies’ expertise, we are creating solutions to drive seamlessness across BMW’s complete value chain. Based in Pune, Bengaluru, and Chennai, BMW TechWorks India taps into India’s vast IT talent pool to develop digital solutions that align with BMW’s global strategy. Our guiding principle is to engineer in India for the world, placing India at the heart of delivering cutting-edge automotive software and Enterprise IT services for BMW’s global operations. Core Areas of Focus: - Digital Car: Building software that makes BMW vehicles smarter, more connected, and future-ready. - Digital Company: Creating enterprise IT solutions that streamline and elevate operations across production, logistics, R&D, financial services, and more. Digital Product Engineering (DPE): Enabling excellence in mechanical domains with advanced engineering tools and regulatory compliance across all BMW vehicle programs. - Sustainable Innovation: Leading the development of green technology in line with BMW’s sustainability goals. At BMW TechWorks India, we embrace a unique culture that blends the agility of a start-up with the strength of two global giants. We're living and practising the idea of seamlessness in everything we do. Our culture is underpinned by our VOCAL approach - Vibrant, Open, Collaborative, Agile and Lean. Our work environment is inclusive, collaborative, and built on transparency and openness, ensuring that innovation flourishes at every level. We champion diversity, foster teamwork, and empower our employees to take ownership of their work and drive our success forward.

Job ID: 124387849

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Last Updated: 25-02-2026 04:10:32 AM
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