Machine Learning Engineers (Remote, Continental United States)

ICA.ai-posted about 1 month ago

Full-time • Mid Level

Remote • Arlington, VA

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As a Machine Learning Engineer at ICA, you will be at the forefront of applying machine learning techniques to solve complex problems and enhance our products and services. Your role will involve developing and implementing machine learning models, collaborating with cross-functional teams, and contributing to the advancement of our AI capabilities. ABOUT YOU: You are a curious and driven Machine Learning Engineer with a strong foundation in Python and hands-on experience building and deploying ML models in cloud environments like AWS. You thrive on solving complex problems with multilayered data and enjoy optimizing algorithms for performance and scalability. Your collaborative mindset allows you to work seamlessly with data scientists, engineers, and product teams to bring intelligent solutions to life. You stay current with the latest ML techniques and tools, and you’re passionate about turning prototypes into production-ready systems that deliver real-world impact.

Study and transform data science prototypes
Solve complex problems with multilayered data sets, and optimize existing machine learning libraries and frameworks
Design machine learning systems
Research and implement appropriate ML algorithms and tools
Develop machine learning applications according to requirements
Run machine learning tests and experiments
Perform statistical analysis and fine-tuning using test results
Extend existing ML libraries and frameworks
Optimize machine learning algorithms for performance, scalability, and reliability
Stay updated with the latest machine learning techniques and technologies, and proactively identify opportunities to apply them in our context
Collaborate with data engineers and scientists to build efficient data pipelines for training and deploying machine learning models
Monitor and maintain the performance of deployed models, and iterate on them to continuously improve results

2+ years of experience in developing and deploying machine learning models in a professional environment
Bachelor’s or Master’s degree in Computer Science, Engineering, Machine Learning, Artificial Intelligence, Applied Mathematics, or a related field
Strong programming skills in Python, with experience in machine learning frameworks like TensorFlow, PyTorch, or Keras
At least one year of experience with cloud computing services, particularly AWS services like EC2, S3, Lambda, and SageMaker
Strong understanding of machine learning algorithms, data structures, and software engineering principles
Excellent problem-solving skills with a focus on practical business applications
Experience with front end application development to support presentation of ML applications
Experience in handling large datasets and developing scalable machine learning solutions.
Excellent communication skills, both written and verbal, for effective collaboration with technical and non-technical teams.
A continuous learning mindset, with a passion for staying up-to-date with the latest advancements in machine learning and AI.
Experience with version control tools like Git, and CI/CD pipelines
Ability to obtain a Public Trust Clearance

Health Insurance -100% employer-paid premiums – ICA covers the full cost of one of three offered medical plans
Dental Insurance
Vision insurance
Health Spending Account
Flexible Spending Account
Life and Disability insurance
401(k) plan with company match
Paid Time Off (Vacation, Sick Leave and Holidays)
Education and Professional Development Assistance
Remote work from anywhere within the continental United States

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