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Lovelytics

Data, AI, and analytics consulting

Lead Consultant - Gen AI

AI Application EngineeringUpdated on Nov 5
Full-time$112k - $160k /yrRemote

About the Job

Requirements

  • Proven hands-on experience building Generative AI solutions using large language models, retrieval-augmented generation or broader retrieval patterns, AI agents, tool calling, prompt engineering, and orchestration.
  • Solid Databricks experience across relevant capabilities such as Mosaic AI, Model Serving, MLflow, Unity Catalog, Vector Search, Databricks Apps, and Lakehouse architecture.
  • Strong Python and software engineering fundamentals, including application programming interfaces, testing, Git, continuous integration and continuous delivery, and deployment practices.
  • Experience with Generative AI evaluation, monitoring, guardrails, prompt optimization, and production troubleshooting.
  • Ability to independently design and implement moderately complex solution components using structured and unstructured data.
  • Working understanding of data engineering, machine learning, and cloud architecture concepts.
  • Ability to lead technical discussions, working sessions, demos, and design reviews with client engineering teams.
  • Ability to mentor Senior Consultants and provide constructive technical feedback.

Responsibilities

  • Lead delivery of significant Generative AI and agentic AI workstreams on Databricks, from detailed design through production implementation.
  • Own technical execution for assigned solution components, including design decisions, development, testing, deployment, and operational readiness.
  • Provide day-to-day technical guidance to Senior Consultants and review code, architecture, and implementation quality.
  • Work directly with client technical teams to clarify requirements, communicate progress, resolve blockers, and explain technical tradeoffs.
  • Ensure solutions follow Generative AI engineering standards for quality, security, evaluation, observability, scalability, and maintainability.
  • Contribute to technical discovery, estimates, demos, solution design, and reusable Generative AI assets.

Desired Qualifications

  • A B.S. in Computer Science or an equivalent technical field.
  • Three to five years of experience, with meaningful experience in data, machine learning, artificial intelligence, cloud, or software engineering.
  • One to two years of hands-on Generative AI or large language model project experience, preferably including production implementations.
  • Experience owning technical workstreams or major solution components.
  • Consulting or professional services experience.
  • Databricks certifications and broader familiarity with the Databricks Data Intelligence Platform.
  • Experience with DSPy, automated prompt optimization, fine-tuning, synthetic data generation, or advanced evaluation approaches.
  • Experience with agentic AI, multi-agent systems, Model Context Protocol, human-in-the-loop workflows, or advanced orchestration.

About the Company

Lovelytics

Data, AI, and analytics consulting

Lovelytics helps large enterprises manage and use data as a data, AI, and analytics consultant. It designs modern data platforms, builds data pipelines, governance, migrations, visualizations, and applies generative AI and machine learning to solve real business problems. It differentiates itself with deep expertise in the Databricks ecosystem and strong technology partnerships (Databricks, Azure, Google Cloud, Tableau), plus growth through acquisitions to expand global reach. Its goal is to modernize clients’ data infrastructure and deploy AI in practical, measurable ways to deliver tangible business outcomes.

Company size
501-1,000
Company stage
Acquired
Total funding
Not listed
Headquarters
Arlington County, VA
Founded
2017

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