Full Stack Developer
Job Description
Job Description:
About Us
Liveline Technologies is dedicated to improving manufacturing performance by harnessing the power of Artificial Intelligence to automate complex processes and predict future problems.
We're focused on enabling real-time control of complex factory systems that were previously considered impossible to automate. To make the technology scalable and affordable, we go one step further and automate the creation of the automated controls. Our technology is a controls engineering department in a box - supported by technical solutions experts who ensure seamless integration into the factory.
Unlike many "Industry 4.0" startups, we're focused on real-time control of process parameters using AI-based controllers in the loop. Our AI-based modeler of factory physics automatically generates input/output models of critical parameters. Using these models, we automatically develop optimal control policies using advanced AI techniques such as reinforcement learning. These policies are deployed to the edge where they run real-time inference and continuously make adjustments to physical hardware in the plant. Quite literally, this is self-driving technology for factories.
Liveline currently has pilots in three countries. We are incubating in a technology center with access to full-scale production lines across a wide variety of applicable process categories, providing us the unique ability to generate our own data as we mature the technology.
The Role
As a Full Stack Developer you will be the crucial link between our data science and our users, which include not only various roles at customers (line technicians, process engineers) but also Liveline data scientists and solutions engineers. You will create software interfaces to display streaming and historical data, behavior and scoring of AI models, predictive alerts, HMI for line technicians, etc.
You will work closely with our solutions engineers to ensure timely and reliable delivery of applications to support live customer installations and the needs of Liveline data scientists.
Essential Skills
- Fluency with Python, Node.js, React, RESTful APIs, and standard DevOps tools.
- Experience with SQL / NoSQL databases.
- Experience with dashboards and charting
- Experience with UI development.
- Experience in designing, building, testing, deploying, and maintaining production applications.
- Ability to work with a dynamic team in a fast-paced startup environment.
- 10 years of on-site Manufacturing experience.
Nice to Have
- Familiarity with Machine Learning, especially timeseries models and reinforcement learning.
- Links to open source projects, blogs, or other places where we can understand the level of work you can perform and how you think.
- Competence with any of the technologies in our stack:
- OPC/UA, Kafka and MQTT
- Postgres and InfluxDB
- Cloud experience such as AWS
Qualifications
- Bachelors in Computer Science or related fields, or relevant experience (2+ years) demonstrating an equivalent level of thinking and execution.
What's In It for You
- Competitive compensation and full benefits including health and 401k
- Join a startup with funding, a major customer, successful pilots, and a world-class tech center
- Location close to tech hubs in Ann Arbor and Detroit, Michigan
- The chance to have fun building amazing technology and a company that will transform manufacturing!
Position Type:
Regular
Additional Locations:
Additional Information:
Cooper Standard is proud of its diverse workforce and committed to providing equal employment opportunities to applicants and employees without regard to race, color, religion, sex, national origin, genetic information, physical or mental disability, age, veteran or military status, or any other characteristic protected by applicable law. We are dedicated to creating an environment at work that not only values diversity but also encourages inclusion and a sense of belonging. We firmly believe that a diverse workplace fosters an environment where our employees can flourish and provide superior service to our customers. Because we recognize and value the range of ways in which people acquire experiences, whether personal, professional, or via education or volunteerism, we invite interested applicants to evaluate the key duties and requirements and apply for any opportunities that fit your experience and qualifications. Applicants with disabilities may be entitled to reasonable accommodations under the Americans with Disabilities Act, as well as certain state and/or local laws. If you believe you require such assistance to complete our online application or to participate in an interview, you (or someone on your behalf) may request assistance by emailing [email protected] with a description of the accommodation you seek. Application materials submitted to this email address will not be considered.
Date Posted
01/19/2023
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