What are the responsibilities and job description for the AI Engineer - Data/Modeling Engineer position at Aroha Technologies?
Job Title: Data/Modeling Engineer IV (AI Engineer)
Duration: Long-term
Location: Reston, VA
Role & Responsibilities:
- Develop and optimize machine learning and deep learning models using frameworks like TensorFlow or PyTorch.
- Strong skills in programming languages such as Python, R, or Java, essential for developing AI applications.
- Build and maintain AI pipelines, from data processing to model deployment.
- Analyze complex datasets to uncover insights and improve model performance.
- Ability to analyze complex problems and develop effective AI-driven solutions.
- Deploy AI solutions on cloud platforms such as AWS.
- Collaborate with technical and business teams to identify AI opportunities and deliver impactful solutions.
- Deep understanding of deploying AI applications within a CICD environment, specifically AWS.
Preferred qualifications:
- Experience with MLOps tools (e.g., MLflow, Kubeflow).
- Knowledge of big data technologies (Spark, Hadoop, Databricks).
- Background in NLP, computer vision, or other advanced AI techniques.
- Relevant certifications (Coursera, edX, AWS, Azure, Google Cloud).
Required qualifications:
- Strong programming skills in Python, R, or Java.
- Hands-on experience with machine learning algorithms and frameworks.
- Familiarity with major cloud platforms for AI deployment.
- Strong analytical and problem solving skills.
- Solid foundation in mathematics and statistics.