What are the responsibilities and job description for the AI/ML Full Stack Engineer position at Miracle Software Systems, Inc.?
Job Details
Miracle Software Systems, Inc. is actively hiring for the role of AI/ML Full Stack Engineer to support one of its direct clients in Dearborn, Michigan. Kindly review the job description below, and if interested, please share your updated resume.
Requirement Details:
Job Title: AI/ML Full Stack Engineer
Location: Dearborn, Michigan.
Duration: Full-time
Skills Required:
"Databases & Data: SQL, MongoDB, Cassandra, BigQuery, Kafka, Talend
AI/ML: TensorFlow, PyTorch, Scikit-learn, Dialogflow, LangChain, RAG
Frontend: React, Angular
Backend: Node.js, Django
Cloud: Google Cloud
DevOps: Docker, Kubernetes
APIs: RESTful"
Description:
Experience Required: 8 years
Work Status: Hybrid
"Position Description:
This role will involve the development and maintenance of applications that can ingest data from multiple engineering systems in the backend and provide an AI/ML enabled web front end to provide predictive analytics, automation, and engineering insights.
Skills Required:
Database Management: Work with databases for data storage, retrieval, and management tailored to AI/ML needs. Strong experience with ETL processes (e.g., using tools like Apache Kafka, Talend, or custom scripts). Knowledge of various database systems (SQL, NoSQL like MongoDB, Cassandra). Experience with data warehousing concepts and tools (e.g. Google BigQuery). AI/ML Integration: Incorporate machine learning models into our applications to enhance functionality, including but not limited to natural language processing, image recognition, and predictive analytics. Experience with frameworks like TensorFlow, PyTorch, or Scikit-learn for model development. Knowledge of chatbot development platforms like Dialogflow. Knowledge of frameworks like LangChain and Retrieval Augmented Generation (RAG). Full Stack Development: Design, develop, and maintain scalable and efficient web applications using modern frameworks (e.g., React, Angular for frontend; Node.js, Django for backend). Cloud Services: Proficiency in at least one major cloud platform (Google Cloud preferred) for data storage, processing, and hosting AI services. API Development: Develop RESTful APIs to ensure seamless integration between frontend, backend, and external services. DevOps: Basic understanding of CI/CD pipelines, containerization (Docker), and orchestration (Kubernetes). Performance Optimization: Continuously improve application performance through code refactoring, optimization of data pipelines, and tuning of machine learning models.
Skills Preferred:
Collaboration: Work closely with data scientists, product managers, and other developers to conceptualize and execute on project requirements. Testing and Deployment: Write unit and integration tests, manage CI/CD pipelines, and ensure smooth deployments to production environments. Documentation: Maintain clear documentation for systems, services, and models to support future maintenance and development.
Experience Required:
At least 5 years of experience in Data Engineering with a focus on full stack development. Proven experience in developing applications with integrated AI/ML features.
Experience Preferred:
0
Education Required:
Bachelors/Masters degree in computer science, Information Technology, or related fields with a special focus on Data Engineering and AI/ML.
Education Preferred:
Certifications in AI/ML like Google's Professional Machine Learning Engineer are optional but beneficial.
Additional Safety Training/Licensing/Personal Protection Requirements:
Additional Information:
Full Stack Back End Java Required. Hybrid role / 2 days a week onsite."
If you re interested, please share your updated resume at amishra1@miraclesoft.com or reach out at (two four eight) - (four one two) - (zero three five four).
About Miracle Software Systems, Inc.:
Incorporated in 1994, we have come a long way from our roots. Growing from the days of MRP to ERP transition and the birth of the Internet, we are now a leader in the IT world, working with the latest technologies to innovate and help businesses across the globe evolve. Headquartered in Novi, Michigan with over 2500 Miraclites across the globe, Miracle is a privately owned, minority-certified firm focussed on helping our customers transform digitally. We are proud to share the awards and accolades we have received and the milestones we have achieved throughout our 30-year history. Together with our partners, we assist our customers in creating new business models and driving strategic value in the digital era.
