AppLab Systems, Inc
AI / ML Engineer
Skills
22 days ago
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Important information
Contract type:
Permanent
Location:
Minneota, MN, USA
Work mode:
Onsite
Published on:
1 October 2026
What they need
Position : ****AI / ML Engineer
Location : Minnesota
C2C**** Job Description :- Role Overview
The AI/ML Engineer (Mid Level) will design, build, and deploy modern AI and machine learning solutions for healthcare clients, working closely with consultants, architects, and domain SMEs. This role is focused on applied AI delivery—not research—using cloud native, GenAI ready stacks to solve real payer and provider problems.
You will contribute across the lifecycle: data preparation, model development, GenAI integration, deployment, and optimization, with a strong emphasis on responsible AI, scalability, and production readiness.
Key Responsibilities
AI / ML Solution Development
Build and deploy ML and GenAI solutions using modern frameworks and cloud services.
Develop models across use cases such as NLP, predictive analytics, classification, anomaly detection, and decision support.
Implement LLM based solutions (RAG, prompt engineering, embeddings, agent assisted workflows) under architectural guidance.
Write clean, maintainable, production grade code in Python.
Data & Feature Engineering Perform data ingestion, feature engineering, and data validation across structured and unstructured healthcare data.
Work with large datasets using distributed processing frameworks where applicable.
Partner with data engineers and SMEs to ensure data quality and relevance.
Deployment & MLOps Package and deploy models using containerized and cloud native patterns.
Support model monitoring, performance tracking, retraining, and drift detection.
Follow Optum standards for model reviews, documentation, and approvals.
Consulting & Client Delivery Collaborate with consultants to translate business requirements into technical AI solutions.
Participate in client discussions, solution demos, and working sessions.
Contribute to PoCs, pilots, and scaled implementations.
Responsible AI & Compliance Ensure solutions meet Responsible AI, security, and compliance requirements.
Implement explainability, traceability, and audit ready artifacts where required.
Support AI governance and review processes as part of delivery.
Required Qualifications 4-7 years of experience in AI/ML engineering or applied data science roles.
Strong hands on experience with Python and ML libraries (e.g., scikit learn, PyTorch, TensorFlow).
Experience building end to end ML solutions from data to deployment.
Practical exposure to GenAI / LLM concepts (prompting, embeddings, RAG, APIs).
Experience Working In Cloud Environments (Azure Preferred). Ability to communicate effectively with both technical and non technical stakeholders.
Preferred Qualifications Experience in healthcare, insurance, or regulated industries.
Familiarity with Azure ML, Databricks, or similar platforms.
Exposure to agent based or workflow oriented AI systems.
Consulting or client facing delivery experience.
Knowledge of Responsible AI, model governance, or compliance workflows.
Regards, Anil Kumar US IT Recruiter Contact Details: 609-755-5388 Email: - [email protected] 4365 Route 1 South, Suite 105 Princeton, NJ 08540 www.applabsystems.com
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