Sr. Firmware Engineer, Annapurna Labs, Machine Learning Acceleration - Power and Performance

Description

We are seeking a Senior Firmware Engineer to join our Power Architecture team, developing firmware algorithms for power and performance management on ML Acceleration Chips. In this role, you will design and implement intelligent control algorithms, optimization strategies, and real-time decision-making systems that maximize performance while managing power and thermal constraints.

You will develop sophisticated firmware that monitors system state, makes dynamic trade-offs between power and performance, and implements adaptive control policies. To enable this work, you will also build instrumentation and tracing capabilities that provide the telemetry needed to develop, tune, and validate your algorithms, with collected data optionally post-processed using cloud-based analytics.

Key job responsibilities

- Design and implement firmware algorithms for power management, thermal control, and performance optimization on ML acceleration hardware

- Develop real-time control policies and state machines that dynamically balance power, thermal, and performance constraints

- Create optimization algorithms for resource allocation, frequency/voltage scaling, and workload scheduling

- Implement efficient data structures and algorithms suitable for embedded, resource-constrained environments

- Design and implement on-device tracing and telemetry collection systems to support algorithm development and validation

- Build developer tools and data pipelines for metric collection, analysis, and visualization of algorithm behavior

- Implement low-overhead instrumentation that minimizes impact on workload performance

- Collaborate with hardware architects to understand hardware capabilities and identify optimal instrumentation points

- Develop automated testing and validation workflows; integrate with optional cloud-based analytics pipelines

- Own firmware code quality through rigorous testing, debugging, and validation on hardware

A day in the life

You will work closely with power architects and hardware teams to understand silicon capabilities, implement low-level control mechanisms, and create the algorithms and tooling that deliver optimal system behavior.

This position is ideal for firmware engineers who enjoy solving algorithmic challenges in resource-constrained environments, working close to hardware, and building systems that intelligently manage complex trade-offs in real-time.

About the team

Our team is dedicated to supporting new members. We have a broad mix of experience levels and tenures, and we're building an environment that celebrates knowledge-sharing and mentorship. Our senior members enjoy one-on-one mentoring and thorough, but kind, code reviews. We care about your career growth and strive to assign projects that help our team members develop your engineering expertise so you feel empowered to take on more complex tasks in the future.

Basic Qualifications

- 5+ years of non-internship professional software development experience

- Experience as a mentor, tech lead or leading an engineering team

- Strong firmware or embedded systems development experience

- Proficiency in C/C++ for systems programming with strong foundation in algorithms and data structures

- Experience implementing efficient algorithms in resource-constrained, real-time environments

- Experience with hardware interfaces, instrumentation, or performance monitoring

- Strong debugging skills with hardware-software systems

- Experience building developer tools or instrumentation frameworks

Preferred Qualifications

- Experience developing control algorithms, optimization algorithms, or state machines in firmware

- Experience with power management algorithms, thermal control policies, or dynamic performance optimization

- Background in tracing frameworks, telemetry systems, or performance analysis

- Understanding of algorithmic complexity and optimization techniques for embedded systems

- Familiarity with hardware performance counters, on-chip monitoring, or hardware debug interfaces

- Experience with data collection pipelines and scripting (Python, shell) for algorithm validation

- Understanding of ML training/inference workloads and their performance characteristics

- Takes strong ownership, works effectively in ambiguous situations, demonstrates a bias for action while consistently delivering impactful results

Amazon is an equal opportunity employer and does not discriminate on the basis of protected veteran status, disability, or other legally protected status.

Los Angeles County applicants:
Job duties for this position include: work safely and cooperatively with other employees, supervisors, and staff; adhere to standards of excellence despite stressful conditions; communicate effectively and respectfully with employees, supervisors, and staff to ensure exceptional customer service; and follow all federal, state, and local laws and Company policies. Criminal history may have a direct, adverse, and negative relationship with some of the material job duties of this…