Machine Learning Engineer

Job not on LinkedIn

November 8

⚔️ Virginia – Remote

Although this job is listed in Virginia, this company may be open to hiring remote in other states.

⏰ Full Time

🟢 Junior

🟡 Mid-level

🤖 Machine Learning Engineer

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ICA, Inc.

WebsiteLinkedInAll Job Openings

Government • Healthcare Insurance • Artificial Intelligence

ICA, Inc. is a trusted partner and innovative force in transforming public health through advanced data, technology, and close collaboration with federal agencies. The company specializes in driving transformational changes through biomedical research, enhancing public health initiatives, and supporting critical research acceleration with NextGen solutions. With a focus on advanced data analytics, AI deployment, and healthcare research, ICA empowers federal agencies to achieve their missions and deliver better health outcomes. As a participant in the SBA 8(a) business development program, ICA is eligible for sole-source and competitive set-aside contracts, particularly excelling in the domains of management, advisory, and research and development.

51 - 200 employees

🏛️ Government

⚕️ Healthcare Insurance

🤖 Artificial Intelligence

📋 Description

• 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

🎯 Requirements

• 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

🏖️ Benefits

• 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