Crosslake

Crosslake

Crosslake is a leading global advisory firm for private equity investors, specializing in tech due diligence and value creation services to maximize investment return and accelerate tech initiatives.

Capital Markets
251-1K
Founded 2008
$50M raised

Description

  • Work with technology companies to identify improvements in technology, organizations, processes, and tools used to develop software products and services.
  • Work with private equity companies and other investment firms to assess technology strengths, risks, and opportunities in potential investments.
  • Perform technical due diligence and create reports that outline technical investment risks for investors.
  • Design and implement solutions from scratch, including Agile methodology transformations.
  • Guide and mentor more junior software developers and other engineers.
  • Drive projects independently to successful completion after initial apprenticeship projects.
  • Participate in hands-on implementation projects using relevant processes and technologies.
  • Collaborate with internal and client technical leads and team members on delivery and execution.
  • Participate in and drive AI assessment efforts for investment companies.

Requirements

  • In-depth expert-level experience in data science and AI, including data mining, statistics, and machine learning.
  • Experience with analytical and generative AI.
  • Ability to evaluate available data assets and their profiles.
  • Current knowledge of the LLM landscape, including commercial and open-source options.
  • Experience with model selection, training, and fine-tuning.
  • Knowledge of model efficacy metrics and bias management.
  • Understanding of IP considerations related to AI.
  • Experience with MLOps and related tooling.
  • Knowledge of cloud hosting options, self-hosting, and related economics.
  • Experience with multimodal AI, including text, NLP/voice, images, and video.
  • Experience with AI-enabled software engineering.
  • Advanced degree in computer science, statistics, advanced analytics, data science, machine learning, or AI.

Interested in this position?

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