Machine Learning Engineer
Company: AbleForce, Inc.
Location: Cary
Posted on: March 8, 2025
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Job Description:
Please, no third parties. Permanent residents only.
Skills, Experience, Qualifications, If you have the right match for
this opportunity, then make sure to apply today.
This is a direct-hire or contract-to-hire opportunity.
Main Duties & Responsibilities:
- Design, construct, and fine-tune machine learning models using
Python, Nvidia frameworks, and other relevant technologies to
tackle diverse challenges such as risk evaluation and customer
profiling.
- Apply advanced techniques in feature engineering, hyperparameter
tuning, and performance optimization to enhance model
effectiveness.
- Work alongside the team to establish CI/CD workflows for seamless
deployment of ML models within Azure cloud infrastructure.
- Manage the full model lifecycle, incorporating version control,
containerization, and automated deployment methodologies.
- Collaborate with Data Engineers to develop well-structured,
high-quality data pipelines for model training and evaluation.
- Utilize SQL and other database tools to preprocess, clean, and
structure data sets for analysis.
- Implement robust monitoring systems to track model accuracy,
performance, and potential data drift.
- Diagnose issues in deployed models and optimize them to maintain
consistency and reliability.
- Engage with actuarial teams, underwriting experts, and business
stakeholders to translate business objectives into AI-driven
solutions.
- Contribute to Agile development processes, including sprint
planning, daily stand-ups, and retrospective discussions.
- Maintain comprehensive documentation covering model design, data
workflows, and deployment protocols.
- Effectively convey insights and project updates to both technical
and non-technical audiences.
Skills & Requirements:
- Bachelors Degree or higher in Computer Science, Data Science,
Engineering, or a related field is highly preferred.
- 3+ years of hands-on experience in machine learning within a
production setting.
- Strong proficiency in Python and deep learning frameworks such as
TensorFlow and PyTorch.
- Hands-on experience with Azure or other cloud platforms (AWS,
GCP) for deploying machine learning models.
- Knowledge of SQL, NoSQL, or similar database technologies.
- Understanding of MLOps best practices, including CI/CD automation
and containerization (Docker).
- Familiarity with Agile development practices, including Scrum
methodologies.
- Experience with version control systems like Git and automated
testing frameworks.
- Strong communication skills with the ability to collaborate
effectively in team environments.
- Analytical mindset with a keen attention to detail and
problem-solving abilities.
- Knowledge of ETL processes and data pipeline optimizations.
Experience with distributed computing frameworks like Apache
Spark.
tags: senior machine learning engineer, senior ml engineer, senior
data engineer, senior data analyst, senior business intelligence
engineer, senior bi engineer, senior mlops engineer, senior cloud
data engineer
Keywords: AbleForce, Inc., Cary , Machine Learning Engineer, Engineering , Cary, North Carolina
Click
here to apply!
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