Principal AI/ ML Algorithm Development Engineer - Battery Insights
Analog Devices
Principal AI/ ML Algorithm Development Engineer - Battery Insights
Job Description
About Analog DevicesAnalog Devices, Inc. (NASDAQ: ADI) is a global semiconductor leader that bridges the physical and digital worlds to enable breakthroughs at the Intelligent Edge. ADI combines analog, digital, AI, and software technologies into solutions that combat climate change, reliably connect humans and the world, and help drive advancements in automation and robotics, mobility, healthcare, energy and data centers. With revenue of more than $11 billion in FY25, ADI ensures today's innovators stay Ahead of What's Possible. Learn more at www.analog.com and on LinkedIn and X. Principal AI/ ML Engineer – Algorithm & Software Architecture (Battery Insights) This role is part of ADI’s Automotive Business Unit, within the Battery Management Systems (BMS) organization, and sits in the Battery Lifetime Insights Systems and Solutions (BLISS) team. BLISS develops next-generation battery insights and algorithm-driven solutions that push the boundaries of what battery systems can achieve—improving performance, extending lifetime, and enabling safer, more intelligent energy systems across automotive and electrification applications. Position Summary We are seeking a Principal Engineer – Algorithm & Software Architecture to own the end-to-end architecture of battery insights algorithms and their integration into production software systems. This role combines deep algorithmic expertise with system-level software architecture leadership. The ideal candidate will define how advanced algorithmic capabilities are structured, modularized, and deployed within embedded and production environments – bridging the gap between algorithm development and full application software. The candidate will act as a technical leader across algorithm, embedded software, and system teams, ensuring that solutions are not only analytically sound but also scalable, maintainable, and production-ready. Key Responsibilities Architecture Ownership Define and own the end-to-end algorithm and software architecture for battery insights solutions. Establish modular, scalable architecture patterns that enable efficient development, integration, and reuse. Define interfaces, data flows, and component boundaries across algorithm, embedded SW, and system layers. Algorithm Leadership Drive the development of advanced battery algorithms combining signal processing, AI/ML, modeling, and electrochemistry. Architect algorithm frameworks and abstractions that support robust deployment across use cases and platforms. Ensure algorithm designs are aligned with system-level constraints and product requirements. System & Embedded Integration Translate algorithm concepts into production-ready software designs suitable for embedded and real-time systems. Work closely with embedded SW teams to integrate algorithms into BMS and system-level software stacks. Drive tradeoffs across accuracy, performance, computational cost, and memory footprint. Cross-Functional Technical Leadership Lead architectural alignment across algorithm, embedded software, systems, and hardware teams. Define and communicate technical direction, architecture decisions, and integration strategies. Collaborate with internal stakeholders and customers to align architecture with product and application needs. Execution & Delivery Guide projects from concept through architecture definition, prototyping, validation, and deployment. Identify risks and drive mitigation strategies at the architecture level. Contribute to the development of frameworks, tools, and best practices for algorithm deployment. Mentorship & Influence Mentor engineers in both algorithm development and system-level design thinking. Influence engineering excellence in architecture, modularity, and production-readiness. Required Qualifications PhD or MS in Electrical Engineering, Mechanical Engineering, Applied Mathematics, Physics, Computer Science, or related field (or equivalent deep expertise). 12+ years of industry experience, including: Significant experience in algorithm development, and Proven experience in software or system architecture for complex products. Demonstrated ability to define and own architecture for deployed systems, not just develop algorithms. Strong background in multiple of the following: Algorithm development Machine learning / AI Signal processing and estimation Mathematical modeling and simulation Control systems Experience translating algorithms into production or embedded software environments. Strong understanding of: Software architecture principles (modularity, interfaces, system design) Embedded and real-time system constraints Proficiency in tools such as MATLAB/Simulink and Python (NumPy, SciPy, PyTorch, etc.). Proven ability to operate across cross-functional teams and complex system boundaries. Preferred Qualifications Hands-on experience with battery algorithms (SOC, SOH, diagnostics, or advanced battery insights). Experience with Battery Management Systems (BMS) architecture and integration. Background in electrochemical system modeling. Experience defining software architectures in automotive or embedded systems environments. Familiarity with automotive processes such as AUTOSAR and ASPICE. Track record of leading multi-disciplinary architecture across algorithm and embedded software teams. What We’re Looking For Architecture + depth: someone who can define system architecture while still understanding algorithm fundamentals. Product mindset: focused on delivering solutions that are deployable, maintainable, and scalable. Cross-domain leadership: able to bridge algorithm, embedded SW, and system teams. Ownership and clarity: comfortable taking responsibility for technical direction and architectural decisions. Strong communication: able to translate complex concepts across technical and non-technical stakeholders. Location Limerick, Dublin, CorkBack-up Location: Munich, Germany #LI-BF1 For positions requiring access to technical data, Analog Devices, Inc. may have to obtain export licensing approval from the U.S. Department of Commerce - Bureau of Industry and Security and/or the U.S. Department of State - Directorate of Defense Trade Controls. As such, applicants for this position – except US Citizens, US Permanent Residents, and protected individuals as defined by 8 U.S.C. 1324b(a)(3) – may have to go through an export licensing review process.Analog Devices is an equal opportunity employer. We foster a culture where everyone has an opportunity to succeed regardless of their race, color, religion, age, ancestry, national origin, social or ethnic origin, sex, sexual orientation, gender, gender identity, gender expression, marital status, pregnancy, parental status, disability, medical condition, genetic information, military or veteran status, union membership, and political affiliation, or any other legally protected group.Job Req Type: Experienced Required Travel: Yes, 10% of the time Shift Type: 1st Shift/Days
Locations
- Limerick, Ireland
- Otl-Aicher-Strasse, Munich, Germany
Skills Required
- algorithm developmentintermediate
- softwareintermediate
- multiple of the followingintermediate
- tools such as MATLAB/Simulinkintermediate
- battery algorithmsintermediate
- Battery Management Systemsintermediate
- electrochemical system modelingintermediate
- automotive processes such as AUTOSARintermediate
Required Qualifications
- PhD or MS in Electrical Engineering, Mechanical Engineering, Applied Mathematics, Physics, Computer Science, or related field (or equivalent deep expertise). (degree in ms in electrical engineering)
- PhD or MS in Electrical Engineering, Mechanical Engineering, Applied Mathematics, Physics, Computer Science, or related field (or equivalent deep expertise). (degree in ms in electrical engineering)
- 12+ years of industry experience, including: (experience, 12 years)
- 12+ years of industry experience, including: (experience, 12 years)
- Significant experience in algorithm development, and (experience)
- Significant experience in algorithm development, and (experience)
- Proven experience in software or system architecture for complex products. (experience)
- Proven experience in software or system architecture for complex products. (experience)
- Demonstrated ability to define and own architecture for deployed systems, not just develop algorithms. (experience)
- Demonstrated ability to define and own architecture for deployed systems, not just develop algorithms. (experience)
- Strong background in multiple of the following: (experience)
- Strong background in multiple of the following: (experience)
- Algorithm development (experience)
- Algorithm development (experience)
- Machine learning / AI (experience)
- Machine learning / AI (experience)
- Signal processing and estimation (experience)
- Signal processing and estimation (experience)
- Mathematical modeling and simulation (experience)
- Mathematical modeling and simulation (experience)
- Control systems (experience)
- Experience translating algorithms into production or embedded software environments. (experience)
- Experience translating algorithms into production or embedded software environments. (experience)
- Strong understanding of: (experience)
- Strong understanding of: (experience)
- Software architecture principles (modularity, interfaces, system design) (experience)
- Software architecture principles (modularity, interfaces, system design) (experience)
- Embedded and real-time system constraints (experience)
- Embedded and real-time system constraints (experience)
- Proficiency in tools such as MATLAB/Simulink and Python (NumPy, SciPy, PyTorch, etc.). (experience)
- Proficiency in tools such as MATLAB/Simulink and Python (NumPy, SciPy, PyTorch, etc.). (experience)
- Proven ability to operate across cross-functional teams and complex system boundaries. (experience)
- Proven ability to operate across cross-functional teams and complex system boundaries. (experience)
- Architecture + depth: someone who can define system architecture while still understanding algorithm fundamentals. (experience)
- Architecture + depth: someone who can define system architecture while still understanding algorithm fundamentals. (experience)
- Product mindset: focused on delivering solutions that are deployable, maintainable, and scalable. (experience)
- Product mindset: focused on delivering solutions that are deployable, maintainable, and scalable. (experience)
- Cross-domain leadership: able to bridge algorithm, embedded SW, and system teams. (experience)
- Cross-domain leadership: able to bridge algorithm, embedded SW, and system teams. (experience)
- Ownership and clarity: comfortable taking responsibility for technical direction and architectural decisions. (experience)
- Ownership and clarity: comfortable taking responsibility for technical direction and architectural decisions. (experience)
- Strong communication: able to translate complex concepts across technical and non-technical stakeholders. (experience)
- Strong communication: able to translate complex concepts across technical and non-technical stakeholders. (experience)
Preferred Qualifications
- Hands-on experience with battery algorithms (SOC, SOH, diagnostics, or advanced battery insights). (experience)
- Hands-on experience with battery algorithms (SOC, SOH, diagnostics, or advanced battery insights). (experience)
- Experience with Battery Management Systems (BMS) architecture and integration. (experience)
- Experience with Battery Management Systems (BMS) architecture and integration. (experience)
- Background in electrochemical system modeling. (experience)
- Background in electrochemical system modeling. (experience)
- Experience defining software architectures in automotive or embedded systems environments. (experience)
- Experience defining software architectures in automotive or embedded systems environments. (experience)
- Familiarity with automotive processes such as AUTOSAR and ASPICE. (experience)
- Familiarity with automotive processes such as AUTOSAR and ASPICE. (experience)
- Track record of leading multi-disciplinary architecture across algorithm and embedded software teams. (experience)
- Track record of leading multi-disciplinary architecture across algorithm and embedded software teams. (experience)
Responsibilities
- Architecture Ownership
- Define and own the end-to-end algorithm and software architecture for battery insights solutions.
- Define and own the end-to-end algorithm and software architecture for battery insights solutions.
- Establish modular, scalable architecture patterns that enable efficient development, integration, and reuse.
- Establish modular, scalable architecture patterns that enable efficient development, integration, and reuse.
- Define interfaces, data flows, and component boundaries across algorithm, embedded SW, and system layers.
- Define interfaces, data flows, and component boundaries across algorithm, embedded SW, and system layers.
- Algorithm Leadership
- Drive the development of advanced battery algorithms combining signal processing, AI/ML, modeling, and electrochemistry.
- Drive the development of advanced battery algorithms combining signal processing, AI/ML, modeling, and electrochemistry.
- Architect algorithm frameworks and abstractions that support robust deployment across use cases and platforms.
- Architect algorithm frameworks and abstractions that support robust deployment across use cases and platforms.
- Ensure algorithm designs are aligned with system-level constraints and product requirements.
- Ensure algorithm designs are aligned with system-level constraints and product requirements.
- System & Embedded Integration
- Translate algorithm concepts into production-ready software designs suitable for embedded and real-time systems.
- Translate algorithm concepts into production-ready software designs suitable for embedded and real-time systems.
- Work closely with embedded SW teams to integrate algorithms into BMS and system-level software stacks.
- Work closely with embedded SW teams to integrate algorithms into BMS and system-level software stacks.
- Drive tradeoffs across accuracy, performance, computational cost, and memory footprint.
- Drive tradeoffs across accuracy, performance, computational cost, and memory footprint.
- Cross-Functional Technical Leadership
- Lead architectural alignment across algorithm, embedded software, systems, and hardware teams.
- Lead architectural alignment across algorithm, embedded software, systems, and hardware teams.
- Define and communicate technical direction, architecture decisions, and integration strategies.
- Define and communicate technical direction, architecture decisions, and integration strategies.
- Collaborate with internal stakeholders and customers to align architecture with product and application needs.
- Collaborate with internal stakeholders and customers to align architecture with product and application needs.
- Execution & Delivery
- Guide projects from concept through architecture definition, prototyping, validation, and deployment.
- Guide projects from concept through architecture definition, prototyping, validation, and deployment.
- Identify risks and drive mitigation strategies at the architecture level.
- Identify risks and drive mitigation strategies at the architecture level.
- Contribute to the development of frameworks, tools, and best practices for algorithm deployment.
- Contribute to the development of frameworks, tools, and best practices for algorithm deployment.
- Mentorship & Influence
- Mentor engineers in both algorithm development and system-level design thinking.
- Mentor engineers in both algorithm development and system-level design thinking.
- Influence engineering excellence in architecture, modularity, and production-readiness.
- Influence engineering excellence in architecture, modularity, and production-readiness.
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