Principal Engineer, Software Development, AI/ML

Company Description

At Western Digital, our vision is to power global innovation and push the boundaries of technology to make what you thought was once impossible, possible.

At our core, Western Digital is a company of problem solvers. People achieve extraordinary things given the right technology. For decades, we’ve been doing just that. Our technology helped people put a man on the moon.

We are a key partner to some of the largest and highest growth organizations in the world. From energizing the most competitive gaming platforms, to enabling systems to make cities safer and cars smarter and more connected, to powering the data centers behind many of the world’s biggest companies and public cloud, Western Digital is fueling a brighter, smarter future.

Binge-watch any shows, use social media or shop online lately? You’ll find Western Digital supporting the storage infrastructure behind many of these platforms. And, that flash memory card that captures and preserves your most precious moments? That’s us, too.

We offer an expansive portfolio of technologies, storage devices and platforms for business and consumers alike. Our data-centric solutions are comprised of the Western Digital®, G-Technology™, SanDisk® and WD® brands.

Today’s exceptional challenges require your unique skills. It’s You & Western Digital. Together, we’re the next BIG thing in data.

Job Description

You are self-propelled to unlock the potential of data and drive a digital transformation with it. You feel insatiably curious in discovering new ways to infuse data-driven decision making into a business. You are enthralled to solve complex problems such as using AI/ML to digitize the capital allocation process for fab development at planet scale. You exemplify and continually strive to exemplify the best of your domain. You are a legacy builder who develops strategic assets that live and serve beyond you. You are a go-getter who thrives in a dynamic environment. If these represent you, then the Economics and Data Science department in the Flash Business Unit of Western Digital is looking for a Principal Engineer, Software Development, AI/ML. 

ESSENTIAL DUTIES AND RESPONSIBILITIES:

• Exemplify as a technology thought leader for the Flash Business Unit and report to the VP, Head of Economics and Data Science.
• Mentor and lead a technical team to develop and deliver advanced Causal ML products that shape capital investments happening at planet scale.
• Be recognized as a legacy builder delivering strategic ML assets while spearheading a world class software engineering delivery process.
• Design and develop ML data pipelines to serve model insights in real-time and at scale.
• Utilize cutting edge ML techniques to develop algorithms and predictive systems used for economic planning and capital allocation; monitor & maintain such algorithms in production.
• Collaborate with internal & external stakeholders to refine requirements and define delivery for highly complex Software ML projects.
• Write efficient, reliable, maintainable, and defect-free code. Design and implement software architecture, features for meeting and exceeding business objectives.
• Lead the end-to-end design and development of machine learning solutions working in an Agile software development process.
• Be a go-getter and be technically unbounded.

Qualifications

REQUIRED:

• Experience training and deploying ML models in production.
• Experience with supervised, unsupervised, deep learning algorithms
• Experience in Agile Software Development Lifecycle (SDLC)
• Experienced in data intensive project lifecycle from use case framing, exploratory data analysis, model conception, development, and deployment.
• Experience in driving for successful adoption of AI/ML solutions with stakeholders.
• Exceptional ability to shape and share technical execution plans with stakeholders.
• Deep understanding of common ML and statistical techniques
• 7+ years’ experience in software architecture design, algorithms, and data structures - with deep expertise in one or more system languages such as Java, Python, Golang, C++, C#.
• 5+ years’ experience developing and deploying statistical solutions, ML models, and advanced analytics solutions.
• 5+ years’ experience in ETL, and Big Data technologies such as Hadoop, Spark, etc. with demonstrable proficiency in Relational Databases and SQL.
• Bachelor’s degree, in Computer Science, ML, or a related quantitative field.

PREFERRED:

• Working knowledge in deep learning with different NN architectures like CNN, RNN, LSTM with proficiency with at least one deep learning framework such as PyTorch, TensorFlow, Keras, etc.
• 10+ years’ experience in software architecture design, algorithms, and data structures -