ICA, Inc. · 2 months ago
Data Science/Machine Learning Engineer (Remote, Continental United States)
United States
Full-time
Remote
Senior Level
5+ years expICA, Inc. is a rapidly growing company focused on providing innovative solutions to government clients. They are seeking a Data Science/Machine Learning Engineer to apply machine learning techniques, develop models, and collaborate with teams to enhance AI capabilities.
Management Consulting
No H1B
U.S. Citizen Only
Responsibilities
Identify Opportunities: Collaborate with internal and external stakeholders to uncover and define data-driven opportunities that align with strategic business goals
Data Analysis & Modeling: Mine and analyze complex datasets from company and client databases to drive product and business optimization strategies, using both traditional statistical techniques and state-of-the-art machine learning approaches
Assess the effectiveness and accuracy of new data sources and data gathering techniques, including evaluating and implementing methods for acquiring and processing large volumes of text data
Perform data processing using State of the Art LLM Models and technologies
Innovation & Strategy: Assess the effectiveness of new data sources and data gathering techniques, identifying ways to enhance the organization’s data strategy with novel ML and AI methods
Client-Facing Presentations: Develop compelling presentations and demos to showcase analytical solutions and insights to both technical and non-technical audiences, including clients and senior management
Predictive Modeling & Optimization: Use advanced statistical and machine learning approaches to drive improvements in customer engagement, product performance, and business processes
Model Monitoring: Establish processes and tools to track model performance, data accuracy, and reliability over time. Continuously iterate on models to meet evolving business needs and industry best practices
Qualification
Required
5+ years of overall professional experience in data science, analytics, or a related field
At least 2–3 years of hands-on experience specifically focused on Large Language Models (LLMs) and related techniques (e.g., fine-tuning, instruction tuning, prompt engineering)
Bachelor's or Master's degree in Statistics, Mathematics, Computer Science, Data Science, or a related quantitative field
Coding knowledge and experience with Python
Proven ability to use statistical computer languages (Python, R, SQL, etc.) for data manipulation, analysis, and model development
Experience with Hugging Face Transformers, LangChain, Llama Index, and/or large-scale training frameworks
Familiarity with LLM evaluation, interpretability, and best practices
Knowledge of ML and data mining techniques (Regression, Deep Learning, NLP, Time Series Analysis, etc.)
Familiarity with AWS services (Athena, S3, Glue, SageMaker, Bedrock) for scalable model development
NLP Techniques (NER, Information Extraction, Text Categorization, Document Parsing)
Ability to obtain a Public Trust Clearance
Preferred
Exposure to MLOps tools, big data technologies (Hadoop, Spark), or other cloud services
Experience with Document Processing
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
Company
ICA, Inc.
ICA is a trusted partner and innovative force in transforming public health through advanced data, technology, and close collaboration.
51-200 employees
Funding
Current Stage
Growth StageLeadership Team
Keith Kruse
Chief Operating Officer
Company data provided by crunchbase