Machine Learning Operations Engineer

<p><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><strong>Job Description</strong><strong> </strong></span></p>
<p><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Join Buzz Solutions and be part of a dynamic team that is shaping the future of energy and technology. If you are passionate about delivering exceptional customer support and thrive in a collaborative and innovative environment, we want to hear from you! Apply now to embark on an exciting journey with us.</span></p>
<p><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><strong>Responsibilities</strong></span></p>
<ul>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Build and maintain the infrastructure needed to support machine learning development and deployment.</span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Develop REST API and gRPC applications using Python for deploying models as APIs.</span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Build end-to-end pipelines for model inference, backend and data on the cloud software platform.</span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Integrate SQL and NoSQL database systems with the software platform.</span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Work with model registries and MLOPs frameworks to deploy machine learning models</span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Setup tools and metrics to monitor, analyze drift and maintain machine learning models in production.</span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Develop and maintain CI-CD pipelines to deploy ML based backend artifacts.</span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Monitor the logs of customer usage of the products and test for any vulnerabilities.</span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Containerize ML based backend applications and deploy container images on Kubernetes engine.</span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Maintain cloud infrastructure including Kubernetes engine and virtual machines on Google Cloud Platform.</span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Design and deploy cloud infrastructure, database systems and optimize performance and costs.</span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Provide unit and stress testing frameworks for cloud infrastructure services deployed in production environments.</span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Document the process, code reviews and workflow to streamline product development and enhancements.</span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Establish AI based software platform features and timelines for product roadmap.</span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Review the process and product performance data w/ team to develop standard work.</span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Suggestion optimal and current technological stack for building out the elements of the ML-based software platform backend.</span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Work with a team of software engineers to enhance the performance of the software platform and run continuous unit tests for deployed products.</span></li>
</ul>
<p><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><strong>Qualifications & Experience</strong></span></p>
<ul>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">The candidate must have a bachelor’s degree in computer science or related field and 5 years of experience, including:</span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Designing, implementing, debugging web technologies and server architectures </span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Coding, testing and developing using Python</span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Experience in SQL and NO SQL databases in Cloud Infrastructure </span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Experience in developing backend applications, API integrations, data pipelines on cloud infrastructures to handle customer data</span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Utilizing and maintaining cloud infrastructure and services of using Google Cloud/AWS/Azure Cloud</span></li>
<li style="font-family: helvetica, arial, sans-serif; font-size: 10pt;"><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">Employer will accept a master’s degree and 3 years’ experience in lieu of the Bachelor’s plus 4.</span></li>
</ul>
<p><span style="font-family: helvetica, arial, sans-serif; font-size: 10pt;">*Buzz Solutions does not provide sponsorship for work authorizations in the United States at this time* </span></p>