MLOps Engineer

4 weeks ago

Santa Clara, California, United States Glassbeam Full time
Glassbeam's mission is to enable smarter hospitals and labs with ML-powered products. Our products enable better medical device management, maintenance, and troubleshooting.

As a startup, we provide a positive work environment. No bureaucracy. No useless meetings. Clear goals and clarity of purpose. Spend your day building something useful and get satisfaction from work. We empower you to take ownership. You will be encouraged to come up with and try new ideas.

Get a sense of achievement from delivering innovative products and playing an important role in the growth and success of a startup.

If you are an experienced MLOps engineer who enjoys working in a startup environment and delivering

innovative products that customers use daily, we would love to hear from you.

Role

Productionize ML models. Manage model lifecycle. Build ML-powered SaaS products running on AWS, Azure,

and other clouds.

The ideal candidate:

  • Has experience building production-grade ML training/ inference pipelines for a SaaS company
  • Takes ownership of the goals assigned and gets things done
  • Strives to develop scalable, maintainable, and reliable software
Responsibilities

  • Develop and maintain ML training pipeline
  • Develop and maintain ML inference pipeline
  • Develop tools for ML model deployment and lifecycle management
  • Develop tools for managing ML pipeline/models
  • Develop tools for monitoring ML pipeline/models
  • Develop plans for both pipeline and model verification/validation
  • Develop tools for ensuring robustness/correctness of ML pipelines/models under all scenarios
Requirements

Minimum

  • 5+ years' experience developing and deploying in production scalable and reliable SaaS products
  • 3+ experience developing micro-services architecture-based SaaS products
  • 3+ years' experience building production-grade SaaS products using Scala
  • 1+ years' work experience with Spark, HDFS and Kafka
  • Strong design and programming skills
  • Demonstrated adherence to writing unit tests
  • Experience developing software using SCRUM methodology
Plus

  • Hands-on experience with Cassandra, Play framework, Vertica, Delta Lake
  • Work experience with Dockers, Kubernetes, Kubeflow, Airflow, Dagster
  • Experience deploying production-grade ML software on AWS, Azure, Google Cloud
  • Experience building web apps using Angular or React
Glassbeam focuses on Software. Their company has offices in Sunnyvale and Santa Clara. They have a mid-size team that's between employees. To date, Glassbeam has raised $5M of funding; their latest round was closed on August 2014.

You can view their website at or find them on Twitter and LinkedIn.

  • Senior Product Manager

    1 month ago

    Santa Clara, California, United States Penn Foster Full time

    NVIDIA is at the forefront helping advance the latest research and product improvements to make this a reality for everybody.Channel and prioritize customer feedback to improve NVIDIA productsCollaborate with NVIDIA engineers and product managers, to build product-based roadmapsWork closely with various NVIDIA product teams such as Triton, Base Command,...

  • Senior Software Engineer, SDK and CLI

    2 weeks ago

    Santa Clara, CA, United States Nvidia Full time

    We are looking for a Senior Software Engineer with SDK and CLI experience to join our Autonomous Vehicles (AV) Infrastructure group! Come join NVIDIA's AV Infrastructure team to develop innovative MLOps infrastructure for our advanced autonomous driving platform. Together, we will help advance NVIDIA's capacity to build and deploy leading solutions for a...

  • Vice President, Product Management

    2 weeks ago

    Santa Clara, CA, United States Nvidia Full time

    We are seeking a Vice President, Product Management for AI Cloud Platform as a Service for DGX Cloud. If you are a customer-focused, technically adept leader driven by a passion for fostering innovation in AI and cloud computing. If you thrive in a multifaceted, collaborative environment and want to shape the future of AI and cloud technologies while...

  • Principal Product Manager

    2 weeks ago

    Santa Clara, United States NVIDIA Full time

    Generative AI and accelerated computing have reached a turning point. AI has moved out of research and into the mainstream, with every global enterprise looking for new ways to deploy AI to build phenomenal user experiences, improve operational efficiencies and generally make the world a better place. NVIDIA is at the forefront of advancing the latest in...

  • Solutions Architect, AI Cloud Services

    1 week ago

    Santa Clara, CA, United States Nvidia Full time

    Interested in being a part of a team that brings Artificial Intelligence (AI) to some of the biggest customers in the world? NVIDIA is looking for an experienced Solutions Architect to assist customers with adoption of GPU hardware and software as well as building Machine Learning (ML), Deep Learning (DL), Data Analytics and other related topics on various...

  • Technical Product Manager

    2 weeks ago

    Santa Clara, CA, United States Nvidia Full time

    To bring AI to life, neural networks need to be trained and deployed for inference running inside applications in the datacenter or at the edge, such as in automobiles, drones, medical devices, and more. Some of the common applications using NVIDIA Deep Learning software are LLMs, Generative AI, Recommender Systems, Conversational virtual assistants. NVIDIA...

  • Hiring! GenAI Engineering Architect

    2 days ago

    Santa Clara, United States PropelSys Technologies LLC. Full time

    Location - Santa Clara, CA (On-site) Contractr/FTE Rate/Salary :: Depends on Expereince GenAI Engineering Architect (with Autogen) This role requires hands-on project expertise to implement an enterprise application built on top of SQL and unstructured data (images,videos,logs etc.) using Autogen, Azure OpenAI GPT-4 Turbo and GPT-4V with PTUs. This is a...

  • Solutions Architect Manager, DGX Cloud

    2 weeks ago

    Santa Clara, CA, United States Nvidia Full time

    Do you want to be part of the team that brings Artificial Intelligence (AI) emerging technology to the field? We are looking for hardworking Solution Architect (SA) Manager to join the NVIDIA AI Enterprise (NVAIE) SA Segment Team. The mission of the NVAIE Segment team is to guide and enable the successful adoption at scale of DGX Cloud and NVIDIA AI...

  • Lead Machine Learning Engineer Walt Disney Company

    22 hours ago

    Santa Monica, United States Entertainment Services Alliance, Inc. Full time

    Job Summary: Disney Entertainment & ESPN Technology On any given day at Disney Entertainment & ESPN Technology, we’re reimagining ways to create magical viewing experiences for the world’s most beloved stories while also transforming Disney’s media business for the future. Whether that’s evolving our streaming and digital products in new and...