CrawlJobs Logo

AI/ML Architect

coherentsolutions.com Logo

Coherent Solutions

Location Icon

Location:

Category Icon
Category:
IT - Software Development

Job Type Icon

Contract Type:
Not provided

Salary Icon

Salary:

Not provided

Job Description:

The project focuses on designing and delivering an intelligent voice-interaction system. The solution bridges the gap between digital lead generation and human sales engagement by enabling natural, AI-driven phone conversations with potential clients. The assistant will answer inquiries, schedule appointments automatically, and integrate seamlessly into a well-established SaaS platform for roofing contractors that automates quoting, lead management, and sales operations.

Job Responsibility:

  • Lead the design, development, and deployment of scalable ML services
  • Architect and implement AI/ML solutions centered around LLMs, leveraging technologies like RAG, summarization, sentiment analysis, and reasoning
  • Optimize ML workflows for performance and cost efficiency on cloud platforms (AWS, Azure, or GCP), utilizing infrastructure-as-code and monitoring tools
  • Work closely with data scientists, analysts, and business stakeholders to translate requirements into technical solutions
  • Mentor and guide junior engineers, fostering a culture of best practices and knowledge sharing
  • Develop and maintain documentation, ML models, and technical standards
  • Monitor, troubleshoot, and resolve issues in production for ML pipelines and environments
  • Stay up-to-date with emerging trends and technologies in AI/ML field

Requirements:

  • Bachelor’s or Master’s degree in Computer Science, Engineering, Mathematics, or a related field
  • 8+ years of experience in ML engineering, with at least 1 year of hands-on experience working with LLMs
  • Strong programming skills (Python), including production-level code development and API/service design
  • Hands-on experience with AWS (S3, EC2, Lambda, ECS, ECR, SageMaker, Bedrock, IAM, CloudWatch) and/or Azure (Blob Storage, Data Factory, Azure ML, Azure OpenAI)
  • Strong proficiency in PyTorch, TensorFlow, and experience with MLflow for experiment tracking and model registry
  • Experience with LangChain/LangGraph, LlamaIndex and/or similar frameworks
  • Familiarity with Vector Databases such as Qdrant, PosgreSQL (pgvector), Pinecone, Weaviate, or FAISS
  • Experience with Git, CI/CD practices for ML and data pipelines
  • Familiarity with data governance, security, and compliance in cloud environments
  • Level of English - from B2 (spoken/written)

Nice to have:

Experience with Object detection models (YOLO, SDD) and Segmentation models (SAM2)

What we offer:
  • Technical and non-technical training for professional and personal growth
  • Internal conferences and meetups to learn from industry experts
  • Support and mentorship from an experienced employee to help you professional grow and development
  • Internal startup incubator
  • Health insurance
  • English courses
  • Sports activities to promote a healthy lifestyle
  • Flexible work options, including remote and hybrid opportunities
  • Referral program for bringing in new talent
  • Work anniversary program and additional vacation days

Additional Information:

Job Posted:
December 07, 2025

Work Type:
Remote work
Job Link Share:
Welcome to CrawlJobs.com
Your Global Job Discovery Platform
At CrawlJobs.com, we simplify finding your next career opportunity by bringing job listings directly to you from all corners of the web. Using cutting-edge AI and web-crawling technologies, we gather and curate job offers from various sources across the globe, ensuring you have access to the most up-to-date job listings in one place.