AI/ML Engineer
AIVANTA TECHNOLOGIES LLC
United States
6 days ago
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Role details
Contract type
Contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Job source
Tech stack
Java (Programming Language)
Artificial Intelligence
Amazon Web Services
Computer Vision
Microsoft Azure
Big Data
Cloud Computing
Software Quality
Code Review
Data Cleansing
Apache Hadoop
Python (Programming Language)
+12 more
Machine Learning
Natural Language Processing
Tensorflow
Google Cloud
Feature Engineering
Pytorch
Apache Spark
Deep Learning
Model Validation
Containerization
Scikit Learn
Docker
Job description
Join our innovative team as an AI/ML Engineer, where you will be at the forefront of developing and deploying cutting-edge artificial intelligence and machine learning models. You will work closely with data scientists, software engineers, and product managers to create solutions that leverage AI/ML to solve complex problems and drive business growth. Your role will involve designing, implementing, and optimizing AI/ML algorithms, ensuring they are robust, scalable, and efficient., * Design, develop, and deploy AI/ML models to solve business problems.
- Collaborate with cross-functional teams to understand requirements and deliver effective AI/ML solutions.
- Preprocess and clean data to ensure high-quality inputs for model training.
- Evaluate and optimize model performance using various metrics and techniques.
- Stay updated with the latest advancements in AI/ML and incorporate them into current projects.
- Document processes, model architectures, and results for reproducibility and future reference.
- Provide insights and recommendations based on model outputs to stakeholders.
- Participate in code reviews and contribute to maintaining a high standard of code quality.
- Assist in the deployment and monitoring of AI/ML models in production environments.
Requirements
- Strong understanding of machine learning algorithms and techniques.
- Proficiency in programming languages such as Python, R, or Java.
- Experience with machine learning frameworks such as TensorFlow, PyTorch, or Scikit-learn.
- Knowledge of data preprocessing, feature engineering, and model evaluation techniques.
- Familiarity with cloud platforms (e.g., AWS, Google Cloud Platform, Azure) for deploying machine learning models.
- Ability to work collaboratively in a team environment.
- Excellent problem-solving skills and attention to detail.
- Strong written and verbal communication skills.
<>Preferred Skills
- Experience with natural language processing (NLP) and computer vision.
- Knowledge of deep learning architectures and techniques.
- Familiarity with big data technologies such as Apache Spark or Hadoop.
- Experience with containerization and orchestration tools like Docker and Kubernetes.
- Background in statistics, mathematics, or a related field.
- Previous experience in a fast-paced, agile development environment.
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