Demo

Machine Learning Engineer

AGM Tech Solutions, LLC
Parsippany, NJ Full Time
POSTED ON 4/18/2025
AVAILABLE BEFORE 6/18/2025

AGM Tech Solutions, on behalf of our highly reputable Client, is proudly hiring top talent to join their innovative team.

Remote

Position Title:

Machine Learning Engineer

Position Summary:

We are seeking a highly skilled Machine Learning Engineer (MLE) to join our client's VOE (Verification of Employment) team at ADP. The ideal candidate will play a critical role in deploying and operationalizing advanced machine learning models, integrating GPT-based services, and managing infrastructure across environments. This role requires expertise in Python, AWS services, and MLOps, with a focus on model deployment, observability, and performance optimization.


Technical RequirementsMust-Have Skills
  • Python (proficient)

  • AWS Lambda Functions

  • AWS API Gateway

  • Jenkins or similar CI/CD tools

  • Experience deploying models for inference across environments

  • Strong understanding of security best practices

Cloud & Infrastructure
  • AWS Infrastructure (general expertise)

  • Terraform (IaC)

  • AWS SageMaker (model training and deployment)

  • AWS OpenSearch (Vector Databases)

  • Observability tools: Dynatrace, Splunk

  • Basic understanding of cybersecurity (firewalls, certificates)

AI & ML Platform
  • Experience with GPT APIs (costs, tokens, usage, contracts)

  • OpenAI API integrations (connectivity and implementation)

  • Large Language Models (LLMs) understanding

  • Databricks (including job clusters, interactive clusters)

  • Unity Catalog (data governance and access management)

  • MLflow (for model lifecycle tracking)


Daily Responsibilities
  • Deploy ML models across dev, staging, and production environments

  • Make ML models available for real-time inference

  • Develop and deploy API-based ML services, including home-grown and GPT-backed models

  • Review and validate Data Science code before deployment

  • Implement and enforce security best practices

  • Monitor performance, model cost, availability, and drift

  • Manage and renew API keys, certificates, and credentials

  • Provide reports on model usage, API cost, and drift analysis

  • Ensure systems are functional and available during off-hours (USA time zone)


Soft Skills & Communication
  • Strong verbal and written communication with Data Scientists and Product Leaders

  • Proactive and collaborative across cross-functional teams

  • Ability to manage urgent priorities and operate with a sense of urgency

  • Comfortable providing insights and updates to stakeholders



Additional Perks:
- Excellent Market Rate/Salary
- Positive Work-Life Balance
- Competitive Benefit Packages Including Medical Insurance, Dental Insurance.

Company Overview:
• AGM Tech Solutions is a Women-Minority owned Firm relationship-based IT Consulting firm dedicated to Serving our Clients Nationwide. Our dedicated team strives to exceed the expectations of our clients and employees by building long term relationships based on Integrity, Trust, Hard Work, Commitment and our service experience. We offer a consultative approach to each and every client by taking the time to listen to their needs and help them get where they want to go by becoming an extension of their organization. We provide Information Technology staffing: High caliber talent for temporary support and project Deliverables. Direct IT placement services: Contract-to-Hire Direct Hire professionals for longer-term needs.

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