Full-Time
AI / ML Consultant
Crosslake Technologies
201-500 employees
Tech due diligence for private equity
No salary listed
Remote in USA
Remote
Remote within the United States.
 Consulting (1) |
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- In-depth expert-level experience in Data Science domain (data mining, statistics, machine learning, etc.) and AI domain
- Analytical and generative AI
- Evaluation of available data assets and their profile
- Current knowledge of LLM landscape, commercial and open course
- Model selection, training, fine-tuning
- Model efficacy metrics, bias management
- IP considerations
- ML Ops and related tooling
- Cloud hosting options and self-hosting, and related economics
- Multi-modal AI (text, NLP / voice, images, video)
- AI-enabled software engineering
- Advanced degree in computer science, statistics, advanced analytics, data science, machine learning, AI
- Work with technology companies to identify improvements of existing technology, organizations, processes, and tools used to develop software products and services.
- Work with private equity companies and other investment firms to help them understand the technology strengths, risks, and opportunities for improvement for potential investments (I.e. technical due diligence)
- Design and implement solutions from scratch (e.g. Agile methodology transformations), guiding and mentoring more junior software developers and other engineers.
- Collaboratively work in partnership with internal and client technical leads and team members.
Crosslake Technologies provides advisory services to private equity by helping portfolio companies optimize technology. It conducts technology due diligence, designs digital transformation plans, and leads tech value creation to align tech with business goals. It works with private equity firms and middle-market portfolios through executive leadership consulting and practical implementation, including cloud migration and engineering services. Its edge comes from combining deep tech expertise with PE know-how and flexible, investor-friendly commercial models to deliver measurable value across the investment lifecycle.
Company Size
201-500
Company Stage
Debt Financing
Total Funding
$50M
Headquarters
Kirkland, Washington
Founded
2008
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Simplify's Take
What believers are saying
- AI diligence opens new benchmarking content for portfolio-company readiness.
- Post-close value creation expands revenue beyond deal-time diligence projects.
- Sell-side diligence and exit coaching align with PE sponsors' liquidity events.
What critics are saying
- Large consulting rivals commoditize AI diligence and compress pricing.
- PE deal slowdowns reduce diligence and exit-readiness demand quickly.
- Acquisition integration can dilute margins and blur Crosslake's service identity.
What makes Crosslake Technologies unique
- TechIndicators® benchmarks draw on 6,000-plus prior technology M&A transactions.
- Crosslake combines diligence, transformation, and exit-prep across the PE lifecycle.
- Lucen Partners adds product, software, cybersecurity, and AI advisory depth.
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Benefits
Remote Work Options
Company News
Crosslake Technologies has acquired Lucen Partners, enhancing its product and software advisory capabilities for private equity-backed tech firms. Lucen co-founders Manoj Narayanan and Cynthia Williamson join Crosslake as managing directors. This acquisition, backed by Falfurrias Management Partners, marks Crosslake's fifth strategic growth investment since 2020, expanding its expertise in cybersecurity, AI, and product strategy. Financial terms were not disclosed.
UK-based private equity tech advisory expands Crosslake's global capabilities . .
Crosslake Technologies, a leader in data-driven technology advisory services for private equity firms and their portfolio companies, announced today the acquisition of Intechnica, a technology firm specializing in due diligence, value creation and bespoke digital products and solutions.
Join us on November 9 to learn how to successfully innovate and achieve efficiency by upskilling and scaling citizen developers at the Low-Code/No-Code Summit. Register here. Almost every confidential investment memorandum (CIM) for a tech-driven enterprise includes the company’s mention of artificial intelligence (AI) or machine learning (ML) capabilities. But as with other investment buzzwords — such as “subscription revenue” — there is a tendency to use AI or ML to suggest complex, business-enabling, proprietary technology and processes to distinguish the offering as differentiated or technologically superior. This is often to garner higher valuation
PROVIDENCE – Citizens Financial Group Inc. recently provided a $50 million credit facility to a North Carolina technology advisory firm, according to a news release. The pre-approved loan to Crosslake Technologies includes a $25 million revolving line of credit and a $25 million term loan, which will be used to refinance debt and fund acquisitions. […]