Senior ML Ops Engineer
Contract Independent
Contract W2
Contract Corp To Corp
6 Months
Travel Required
On-site
Depends on Experience
Sun-IT Solutions
Fitment
Dice Job Match Score™
⭐ Evaluating experience...
Job Details
Skills
- Algorithms
- Prompt Engineering
- PyTorch
- Python
- Mentorship
- Optimization
- Project Management
- Machine Learning Operations (ML Ops)
- Soft Skills
- Leadership
- Machine Learning (ML)
- Management
- Internet Explorer
- Kubernetes
- Statistical Models
- Google Cloud Platform
- Information Engineering
- Evaluation
- Good Clinical Practice
- Distribution Management
- Documentation
- Continuous Integration
- DevOps
- Docker
- Big Data
- Communication
- Continuous Delivery
- Analytics
- Apache Hadoop
- Apache Spark
- Java
- Technical Communication
- Terraform
- TensorFlow
Summary
Job Title: Senior ML Ops Engineer
Location: Dallas TX (Onsite)
Job Description:
Must Have - Tech Skills:
- Hands on with designing end to end scalable ML system (should have worked on recent projects within last 12 months).
- Hands on with implementation of scalable ML system. Proven ownership across entire or partial ML and MLOps lifecycle:
- Evaluation Techniques.
- Machine Learning Algorithms.
- Statistical Modeling.
- End to end deployment.
- Metric generation.
- Model monitoring and deployment.
- Prompt Engineering
- Hand on with ML Model optimization - quantization, pruning, or speculative decoding etc.
- Hand on with ML Model system optimizations ie ability to quickly identify bottlenecks and resolve them from System perspective.
- Programming & Frameworks: Hands on and have worked on recent projects (within last 12months) in:
- Java
- library/dependency management
- Package and distribution management
- Algorithms
- Python
- Tensorflow / PyTorch
- Knowledge of DevOps principles and tools (e.g., CI/CD pipelines, Terraform).
- Strong understanding of containerization technologies (e.g., Docker, Kubernetes).
Must Have - Soft Skills:
- Good Team worker & good collaborations skills.
- Ability to abstract out details, define problem & have clear technical communication.
- Ability to lead inter-team communication.
- Ability to write crisp and effective documentation.
- Ensures that deadlines are met.
Good To Have - Tech Skills:
- Google Cloud Platform ML Tech stack.
- Experienced with Infrastructure as Code (IaC).
- Experience with big data technologies such as Apache Spark or Hadoop.
- Stay informed about the ethical implications of machine learning eg: selection bias.
- Model Training
- Data Analytics - figure out anomalies , skew , discrepancies
- Hands on with developing on device ML System.
Good To Have - Soft Skills:
- Mentoring and Leadership.
- Project Management.
Employers have access to artificial intelligence language tools (“AI”) that help generate and enhance job descriptions and AI may have been used to create this description. The position description has been reviewed for accuracy and Dice believes it to correctly reflect the job opportunity.
- Dice Id: 10312902
- Position Id: 9020120
- Posted 15 hours ago
Company Info
About Sun-IT Solutions
Sun-IT Solutions is a leading provider in the information technology industry since our foundation in 2005. We are a global software services organization that delivers innovative business & technology solutions to leading companies worldwide.
Sun-IT Solutions offers a comprehensive portfolio of IT and IT-enabled services with a distinct focus on providing web application development, product engineering services, enterprise integration solutions and IT Staffing.
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