20 beste Stellen als python developer in perlach – aktuell auf Personalsuche

Principal BMS AI Algorithm Developer (Embedded Edge AI) (f/m/d)
NXP Semiconductors —München
- Vollzeit
- Doktorat
- Informatik
- Master
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Principal BMS AI Algorithm Developer (Embedded Edge AI) (f/m/d)

NXP Semiconductors -
München

Jetzt bewerben

Details zur Stelle

Vollzeit

Qualifikationen

Doktorat
Informatik
Master
SDKs
OEM
Elektrotechnik

Vollständige Stellenbeschreibung

We are seeking a highly experienced Principal BMS AI Algorithm Developer to lead the design and deployment of advanced diagnostic and prognostic algorithms for next‑generation Battery Management Systems (BMS) within an automotive OEM environment.

This role focuses on edge-based intelligence, where algorithms run directly on embedded BMS hardware, operating under strict constraints on latency, compute, memory, and functional safety. You will drive innovation at the intersection of battery cell chemistry, electrochemical modeling, impedance-based diagnostics, embedded systems, and AI/ML, enabling real-time monitoring of battery health and prediction of safety-critical events.

Key Responsibilities

Lead the design and development of AI-driven diagnostic and prognostic algorithms for embedded BMS platforms.
Architect hybrid models combining battery cell chemistry, impedance diagnostics, and AI/ML approaches.
Develop real-time algorithms for:
- State of Charge (SoC)
- State of Health (SoH)
- State of Power (SoP)
- Fault detection and anomaly diagnosis
- Safety prediction (e.g., thermal runaway precursors)
Leverage electrochemical impedance spectroscopy (EIS) for advanced diagnostics.
Develop and validate algorithms using MATLAB, Simulink, and Python.
Deploy and optimize models on embedded platforms (C/C++, AUTOSAR).
Utilize NXP eIQ AI/ML tools and embedded SDKs for deployment on automotive microcontrollers.
Apply edge AI optimization techniques (quantization, pruning, efficient inference).
Ensure compliance with ISO 26262 and automotive OEM standards.
Collaborate across System, hardware, software, and Validation teams.

Required Qualifications

Master’s or PhD in Electrical Engineering, Electrochemistry, Computer Science, or related field.
10+ years of experience in BMS or battery systems (Automotive OEM / Tier-1 preferred).
Deep expertise in battery cell chemistry and electrochemical behavior.
Proven experience in battery algorithm development:
- SoC / SoH / SoP estimation
- Degradation modeling
- Fault diagnostics & safety prediction
Hands-on experience with:
- MATLAB, Simulink, Python
- Electrochemical Impedance Spectroscopy (EIS)
Experience deploying algorithms on embedded systems (C/C++, AUTOSAR).
Hands-on experience with NXP AI toolchain, including:
- eIQ Machine Learning Software Development Environment
- Deployment on NXP S32K / S32G platforms or similar automotive MCUs
Expertise in state estimation and mathematical modeling techniques.
Strong understanding of real-time and resource-constrained systems.

Leadership & Principal-Level Expectations

Define technical roadmap for AI-driven BMS systems.
Act as SME (Subject Matter Expert) in battery algorithms, impedance diagnostics, and embedded AI.
Drive innovation in intelligent BMS features.
Mentor cross-functional teams.

Key Skills

Battery cell chemistry & electrochemical modeling
Electrochemical impedance spectroscopy (EIS)
MATLAB, Simulink, Python
Embedded AI / Edge ML
NXP eIQ AI tools & automotive MCU platforms (S32K/S32G)
AI frameworks (TensorFlow, PyTorch, etc..)
Real-time systems & optimization
Safety-critical automotive systems

More information about NXP in Germany...

#LI-38ff

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Erweiterte Suche

python developer Jobs in perlach

Principal BMS AI Algorithm Developer (Embedded Edge AI) (f/m/d)

Internship: Software Developer for Medical Cloud Product (w/m/d)

Senior Python Backend Engineer / Developer (m/w/d)

Machine Learning Systems & Infrastructure Engineer

Working Student Software Engineering (d/f/m)

Web Developer (m/w/d)

Stellenanzeige: Systemadministrator für Entwicklungsinfrastruktur (Mensch*)

Principal Engineer Agentic Software Development and Verification (f/m/div)

Software Developer - Industrial Machine Vision (m/f/d)

Test Automation Engineer – Medical Imaging

Production Data Engineer (all genders)

Quantitative Trading Developer (m/w/d)

Senior Software Quality Engineer - 3D Performance Computing (F/M/D)

Senior Software Development Engineer - PYTHON PACKAGING

Robotics Software Engineer - Grasping

Full-Stack Developer (m/w/d) Python

Energy Portfolio Developer (m/f/d) - V2G Flexibility & Trading

Senior Full Stack Developer (Python, Azure & AI) (w/m/d)

Senior Software Developer C++ (f/m/d)

Senior Python Engineer, Platform Libraries (m/f/d)

Ich möchte aktuelle Job-E-Mails für Stellen als python developer in perlach erhalten

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