Technology Specialist – AI/ML Engineering & AI Development Lifecycle

2T Consulting

Minnesota City, MN

Posted On: Sep 24, 2026

Posted On: Sep 24, 2026

Job Overview

Experience

8 - 12 Years

Salary

Depends on Experience

Work Arrangement

Hybrid

Travel Requirement

0%

Required Skills

  • AI/ML
  • Machine Learning
  • Python
  • Generative AI
  • AI Development Lifecycle ( AIDLC)
  • AI governance
  • Spec Kit
  • BMAD
Job Description

We are seeking an experienced AI/ML Engineering Lead to drive enterprise AI initiatives, AI platform delivery, and AI Development Lifecycle (AIDLC) transformation. The ideal candidate will have strong hands-on experience in AI/ML engineering, enterprise AI solution implementation, and leading or mentoring AI/ML engineering teams.

Key Responsibilities

  • Lead, manage, mentor, and coach AI/ML engineering teams, with a strong focus on AIDLC-based delivery.
  • Drive enterprise AI transformation and AI platform modernization initiatives.
  • Design, develop, and implement scalable AI/ML solutions for enterprise environments.
  • Establish and improve AI Development Lifecycle (AIDLC) processes, frameworks, and engineering practices.
  • Work with AIDLC frameworks such as Spec Kit, BMAD, Spectra, or similar AI development methodologies.
  • Collaborate with architecture, engineering, data, security, and business teams to deliver AI solutions.
  • Define and implement responsible AI practices, including governance, transparency, explainability, and risk controls.
  • Support model risk management and regulatory compliance requirements.
  • Establish best practices for AI/ML development, testing, deployment, monitoring, and lifecycle management.
  • Evaluate emerging AI/ML technologies and recommend appropriate enterprise adoption strategies.
  • Lead AI platform delivery and integration across enterprise technology environments.
  • Support modernization of existing platforms and applications using AI/ML capabilities.
  • Ensure AI solutions meet enterprise security, privacy, compliance, scalability, and performance requirements.
  • Communicate technical strategies, architecture decisions, and AI transformation roadmaps to senior stakeholders.

Required Skills

  • 8–10 years of overall experience in technology, with 6–8 years of experience in AI/ML.
  • Minimum 4 years of experience leading, managing, or coaching AI/ML engineering teams.
  • Strong experience in AI/ML engineering and enterprise AI solution implementation.
  • Strong understanding of AI Development Lifecycle (AIDLC).
  • Experience with AIDLC frameworks and methodologies such as Spec Kit, BMAD, Spectra, or comparable frameworks.
  • Experience delivering and managing enterprise AI platforms.
  • Strong understanding of AI governance and responsible AI practices.
  • Experience with model risk management and regulatory/compliance requirements.
  • Experience leading enterprise AI transformation or platform modernization initiatives.
  • Strong communication, stakeholder management, and technical leadership skills.

Preferred Qualifications

  • Bachelor's or Master's degree in Computer Science, Engineering, Data Science, Artificial Intelligence, or a related field.
  • Certifications in AI/ML, Cloud, Data Engineering, or Agile methodologies.
  • Experience working within healthcare, financial services, or other highly regulated enterprise environments.
  • Experience with cloud-based AI/ML platforms and enterprise data ecosystems.
  • Experience establishing AI governance, risk, and compliance processes.

Job ID: 2C322419


Posted By

Shayne sha

Sr. Recruiter