Machine Learning Data Engineer
Machine Learning Data Engineer
Machine Learning Data Engineer
Oden Technologies
About Oden
- We obsess over customers. Everything we do is to create profound results and delight for our customers. Every Viking cares about the purpose of the product and company, and prioritizes work based on customer end results. When in doubt, we go to the Gemba – we're happy to put on steel toe boots and hit the factory floor to work with the production manager.
- We move fast and follow through – we live by transparent and scientific thinking, act with urgency, and put in the work to find the best ideas with those around us.
- We elevate each other by giving and receiving direct, honest feedback and holding ourselves and others to a high standard to help the team rise, deliver, and win together.
- “Be True Makers to Serve True Makers.” We're building a community that fuels innovation and accelerates our pace and impact. We always ask if there's a better way to do something, even if it's unconventional – then we try it. We aim for bold yet simple solutions that cut through complexity and drive meaningful progress.
- Developing and maintaining systems that manage the full ML lifecycle - from data preparation and model training to deployment and monitoring.
- Working with our data scientists to create and deploy ML/AI models, algorithms, representations and methods that capture properties of complex manufacturing processes
- Enable applications of these models to different problems for prediction, optimization, and monitoring and alerting.
- Working with the engineering, product and customer success teams to Implement and deploy solutions
- Validating results in real-world deployments with our customers
- Generalizing solutions and innovating to create the next generation of product features
- Engaging with the technical community to present results externally, keep up to date on recent advances, and advance the state of the art
- 3-5 years professional experience as an ML Engineer/Data Engineer and advanced degrees (M.S. or PhD. in Machine Learning, Distributed Systems, Computer Science with ML/AI focus, or related fields)
- Proficient with distributed data processing systems e.g. Apache Beam/Dataflow, Apache Spark
- Proficient with ML workflows and tools - including open source tools like MLFlow, cloud platforms like Vertex or Sagemaker
- Proficient with Python, including most common ML and Optimization libraries
- Experience with SQL and GCP is a plus.
- Experience with designing, building and deploying performant ML products
- Familiarity with unstructured data and Generative AI - especially around enterprise applications is a plus.
- Enthusiasm to own projects end-to-end; from experimentation to customer delivery
- This person should be based in the New York metro-area and willing to come to an office at least a several times a month
At Oden
We Are Deeply Committed to Ensuring That Every Team Member Is Engaged in Work They Are Passionate About and Find Fulfilling
We Prioritze Your Career Development
Offering Personalized Pathways for Growth and Advancement
Our Approach Is to Align Your Strengths and Interests with the Company's Goals
Ensuring That You Not Only Contribute Meaningfully but Also Progress Steadily in Your Professional Journey
Reaching New Heights in Your Career
We're an Equal Opportunity Employer
(EOE).
