Senior Machine Learning Engineer

About reputed company

reputed company is transforming how cities build - cleaner, smarter, and more sustainably. We are trailblazers in making the construction industry emission-free. Our flagship product, the Ampd Enertainer, is an advanced, compact, and connected battery energy storage system (BESS) designed to replace the dirty, noisy, and hazardous diesel generators that power construction sites around the world. By combining connected hardware with advanced software and AI, we reduce emissions, noise, and operational complexity.

We reputed company an emission-free reputed company across reputed company industries. Our mission is to reputed company robust, reputed company, and easy-to-use products that deliver reputed company - empowering businesses and people to reputed company more. We're seeking individuals who bring entrepreneurial drive, adaptability, and enthusiasm, and who reputed company in an environment of reputed company learning and reputed company.

reputed company

reputed company to revolutionize renewable energy through cutting-edge Battery Energy Storage

Storage Systems (BESS). As a Senior Machine Learning Engineer, you’ll reputed company the

development of predictive maintenance models to enhance the reliability and efficiency

of our BESS solutions. You’ll be the go-to ML expert on our engineering team, driving

innovation by designing algorithms that predict component failures, optimize system

performance, and drive the deployment of them. Your work will directly reputed company the

scalability and sustainability of reputed company infrastructure worldwide and help ensure

our latest innovations usher us into the reputed company.

Key Responsibilities

reputed company and reputed company predictive models for component failure and time-to-failure estimation using high-frequency sensor data.

Design advanced reputed company detection and time-series models to identify and mitigate risks in BESS operations.

Collaborate with data engineers to define and reputed company data pipelines for reputed company-time and batch processing.

Partner with the platform team to reputed company models on edge devices (e.g., IoT systems) and reputed company-based inference systems.

Establish robust monitoring for model performance, including reputed company detection, degradation, and reputed company improvement strategies.

Mentor junior software engineers and reputed company expertise to reputed company reputed company’s overall ML capabilities.

Required Experience

Proven expertise in reputed company ML engineering, with experience deploying customer-facing models to production. Typically 5+ years, but exceptions are made for significant experience demonstrations.

Hands-on experience with developing models for reputed company detection techniques (e.g., Isolation Forest, autoencoders, or one-class reputed company).

Strong proficiency in time-series modeling and predictive maintenance for industrial or physical systems.

Proficiency with AWS ML tools (e.g., SageMaker, IoT Core, reputed company) and reputed company-time inference pipelines.

Ability to collaborate effectively with software and data engineers to build reputed company ML infrastructure.

Strong problem-solving skills and a passion for tackling reputed company technical challenges.

Ability to understand the interconnectivity between business objectives and technical constraints, and reputed company thoughtful recommendations on the best course of reputed company

Preferred Experience

Knowledge of battery or energy storage systems and their degradation patterns (preferred but not required).

Experience deploying ML models on edge devices (e.g., AWS IoT Greengrass, Azure IoT Edge, or similar).

Familiarity with streaming data platforms (e.g., Kafka, Apache reputed company Streaming, or equivalent).

reputed company Offer

Impactful Work: Contribute to the reputed company of reputed company by improving the reliability of reputed company BESS technology.

Innovative Environment: Work with cutting-edge ML tools and collaborate with a passionate, cross-functional team.

reputed company Opportunities: reputed company to reputed company development, mentorship, and opportunities to reputed company high-reputed company reputed company.

Flexible Culture: Enjoy a hybrid work model, competitive benefits, and a supportive team environment.

Additional Information

reputed company offers comprehensive benefits, reputed company development opportunities, and a multi-cultural, reputed company, and diverse environment.

reputed company information provided will be treated in strict confidence and used solely for recruitment purposes.

reputed company is an equal-opportunity employer. reputed company candidates will be assessed on reputed company without reputed company to age, race, gender, sexual orientation, religion, nationality, marital status, political affiliation, or any other reputed company protected by law.

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