Senior Software Engineer, Algorithms + ML
- Design, develop, deploy, and iterate on algorithms and ML models across mobile, embedded, and cloud platforms.
- Partner with Product Managers, Designers, and Engineering stakeholders to translate customer needs into clear algorithmic requirements.
- Work with platform and domain experts to deploy algorithms into production and monitor their behavior in real-world environments.
- Analyze model and algorithm performance using experimentation, A/B testing, shadow testing, telemetry analysis, and offline evaluation.
- Design and maintain input/output data schemas to support efficient edge-to-cloud telemetry, diagnostics, model retraining, and continuous improvement.
- Optimize deployed algorithms for latency, battery usage, communication efficiency, robustness, and intended product behavior.
- Identify and investigate outliers, failure modes, regressions, and edge cases in production data.
- Use real-world telemetry data and generate synthetic data where needed for training, testing, validation, and simulation.
- Build processes to monitor model performance, data drift, model drift, and concept drift over time.
- Collaborate with Cloud and Data Engineering teams on data pipelines that support model development, validation, deployment, and retraining.
- Support algorithms used in customer-facing products as well as factory, manufacturing, and validation workflows.
- Manage technical priorities, project timelines, and trade-offs in a fast-moving product development environment.
- Communicate technical findings, performance trends, and improvement plans clearly to technical and non-technical stakeholders.
- 5+ years of professional experience building algorithms, ML systems, or production software for mobile, embedded, cloud, or connected products.
- A track record of shipping algorithms or ML models into production, ideally on resource-constrained devices, mobile applications, embedded systems, or cloud-connected products.
- Strong hands-on programming skills in Python and C/C++, with the ability to write production-quality, testable, and maintainable code.
- Data manipulation with SQL and knowledge of Data Warehousing solutions like DataBricks or Snowflake.
- Practical knowledge of algorithm development, model building, or signal-processing workflows using tools such as MATLAB, NumPy, SciPy, PyTorch, TensorFlow, or similar frameworks.
- Familiarity deploying models or algorithms to edge environments using tools such as TensorFlow Lite, Edge Impulse, PyTorch Mobile, ExecuTorch, or comparable edge deployment frameworks.
- Demonstrated ability to optimize deployed algorithms against real-world constraints such as latency, battery life, compute usage, memory footprint, bandwidth, reliability, and product behavior.
- Comfort working with telemetry, logs, device data, and production performance data to diagnose issues, measure outcomes, identify outliers, and improve algorithm performance over time.
- Hands-on involvement with data schemas, data pipelines, or edge-to-cloud telemetry flows that support model validation, monitoring, retraining, diagnostics, or experimentation.
- Working knowledge of experimentation methods such as A/B testing, shadow testing, offline evaluation, simulation, synthetic data generation, and production monitoring.
- Familiarity with CI/CD pipelines, Docker, automated testing, and MLOps or model deployment workflows.
- Domain knowledge in one or more areas such as mobility, IoT, automotive, fitness, wearables, robotics, consumer electronics, or connected devices.
- The ability to collaborate with Embedded, Mobile, Cloud, Data, Product, Design, Manufacturing, and Systems Engineering teams to make practical technical trade-offs.
- Clear communication skills, including the ability to explain algorithm behavior, performance trends, trade-offs, risks, and recommendations to technical and non-technical stakeholders.
- Exposure to real-time operating systems, embedded Linux, iOS, Android, hardware-in-the-loop systems, simulation environments, factory production, or manufacturing validation workflows is a plus.
- Robust health coverage. Excellent health, dental and vision insurance covered up to 100% by Also. with FSA & HSA options.
- One Medical membership and dedicated insurance advocates.
- Rich fertility and family building benefits with Progyny.
- Flexible time off.
- 401(k) match.
Recommended Jobs
Bioinformatics Software Engineer
As a Bioinformatics Software Engineer at AccuraGen, you will develop, optimize, and maintain bioinformatics pipelines utilizing AWS infrastructure and Nextflow workflow management systems. Your contr…
Travel Registered Nurse Post Surgical Job
Job Overview TLC Nursing Associates, Inc. is seeking an experienced Registered Nurse (RN) – Post-Surgical to provide high-quality care to patients recovering from surgical procedures . This ro…
Global Supply Manager
About Amprius! Amprius Technologies, Inc. is a leading manufacturer of high-energy, high-power lithium-ion batteries, delivering the industry’s highest commercially available energy density. Headq…
Sales & Business Development Expert (Retail SaaS) - Mid-Level (Remote,
Company Overview Iterate.ai is an innovative enterprise AI application platform provider that builds secure, low-code, and agentic AI solutions to help large organizations innovate faster. Our cut…
Coding Education Specialist
Location: Remote - Florida Department: Coding Work Type: Full Time Shift: Shift 1/ to Minimum to Midpoint Pay Rate: $25.06 - $32.58 / hour Summary The Coding Education Specialist…
Delano Service Agent
Company Description We are looking forDelano Service Agent - PBX to join the re-opening of the famed Delano Miami Beach. Set to open its doors in early 2026, Delano Miami Beach will fuse historic ch…
Real Estate Salesperson
Join Windermere Real Estate — Where Relationships Matter At Windermere Real Estate , we’re more than just a brokerage; we’re a community of passionate professionals dedicated to helping people a…
Old Navy Merchandise Assistant, Men's
About Old Navy Forget what you know about old-school industry rules. When you work at Old Navy, you're choosing a different path. From day one, we've been on a mission to democratize fashion and m…
Nurse Manager - Med Surg Float Pool
Description Accountable for the delivery of high quality nursing care and for the administrative management of multiple nursing units and/or FTE's over 80 on a 24 hour basis. Fulfills all duties…
Substitute Teacher Assistant
To apply via text, text the word "subTA" to 213-513-7223 Position Compensation: $21.97/hr JOB PURPOSE: Assists teachers in the care and instruction of pre-school children and promotes their social…