Company Overview
Chronograph was founded to bring next-generation technology to private capital markets. Through our suite of cloud-based analytics and data management solutions, we help many of the world's largest and most sophisticated venture capital, private equity, and credit funds understand their investment performance in unprecedented detail, with over 258,000 private companies and 15,000 private capital funds monitored via our solution suite.
At Chronograph, we get to go "behind the scenes" and work directly with investors who are driving some of the most impactful changes across high growth start-ups, global infrastructure and renewable energy, growth equity, and all other private capital strategies. The firm is backed by Sixth Street, Summit Partners, Carlyle AlpInvest, and Nasdaq Inc., and has seen continuous rapid growth since its founding in 2016. Our client base today includes hundreds of investors and asset managers monitoring more than $5.9 trillion in invested capital with 8 of the 10 largest GPs and 5 of the 10 largest LPs using Chronograph.
Background
Private capital is a multi-trillion-dollar asset class historically run on spreadsheets, where private investment funds and portfolio companies report financials in their own formats on disparate timeframes. Chronograph has 10 years of market-leading experience in extracting, normalizing, reconciling and delivering disparate private markets data at scale: in total, the company manages over $39 trillion in data assets.
Every insight in Chronograph is auditable to its original source, a private capital report or document. Chronograph’s process of ingestion and structuring turns highly variable, semi-structured inputs into trusted data. With AI now embedded across private markets, this unprecedented corpus of data has become the foundation for new insights and intelligence, with classified, queryable data powering semantic search, portfolio analytics, and agentic, LLM-driven workflows.
The Role
We’re seeking a technically fluent, systems-minded technical product leader to own agentic data extraction, normalization, entity resolution, validation, and semantic indexing, carrying a decade of ML-based ingestion into the agentic era. This is a senior role for someone who has taken extraction products from concept through launch and deeply understands how to assess accuracy across a range of approaches and thousands of formats. You’ll work across the full range of methods, from OCR to layout-aware models to vision-language and LLM-based extraction, with a clear view of where each belongs.
You’ll partner with engineering and applied AI/ML teams to specify extraction architecture, logic, and data structures, iterating quickly to deliver commercial and client-facing capabilities. This role will also collaborate closely with senior leadership to set the pace and direction of the roadmap. You’ll treat 100% accurate extraction as an end-to-end product system, owning the heuristic, agentic, and human review layers, including how extracted data feeds downstream workflows. The role is open to senior product leaders as well as founding engineers, tech leads, and forward-deployed / applied AI operators who have owned this problem.
In this role you will:- Own the data extraction roadmap and partner closely with engineering counterparts to define how the full, variable range of private capital documents gets ingested and structured into wholly trusted, auditable, usable data.
- Work closely with engineering to design and refine a pipeline of layered extraction techniques: OCR, layout-aware models, and vision-language / LLM / contrastive LM approaches.
- Continuously improve the extraction pipeline end-to-end, including validation, reconciliation, correction, and human review layers.
- Monitor and model the cost of various approaches, seeking to upgrade functionality and decrease costs as model capabilities continue to improve.
- Set and defend the accuracy bar: Build rigorous, eval-driven frameworks that improve extraction quality as pipeline components are iterated upon.
- Connect capability to client demand: Work with senior leadership, commercial, and client-facing teams to align the roadmap with maximum client value.
- Be a leader: Stay at the frontier of agentic extraction and document intelligence, drive innovation across Chronograph’s product suite, and communicate your vision to internal and external audiences.
- Senior product leadership experience in a comparable role: You’ve owned VLM- and LLM-native extraction tools from inception to launch, setting direction, sequencing the roadmap, making prioritization calls, and managing releases.
- Eval-driven decision making: You’ve built the eval sets and automated processes to quantitatively test functionality and guide approach, model selection, prompting, and fine-tuning.
- Enough technical depth to earn Engineering’s respect: You can spec extraction logic for a technical audience, hold your own when debating implementation and trade-offs, and stay informed as new models and model architectures are released.
- Strong product systems instinct: You reason through the whole chain, from initial agentic extraction to the human review layer to how each decision flows through downstream reporting workflows.
- Excellent communication and collaboration skills: You can work credibly with senior leadership, client-facing teams, engineering, and top clients, building buy-in, keeping everyone pointed in one direction, and turning vision into concrete plans.
- An AI-native way of working: You’ve adopted LLMs, prototyping platforms, and agentic tooling to redefine how you work
- Prior Engineering experience in a related field.
Even if you do not meet all criteria, we would still encourage you to apply or get in touch! Chronograph offers an entrepreneurial environment where you will be able to proactively identify opportunities to develop and strengthen our team.
Why Join Chronograph?
We value creativity, open communication, cutting edge technology, striving for excellence in all things – and having fun along the way. We want you to be happy here for the long-term.
We offer:
- Flexible work arrangements (including in person / hybrid)
- Competitive salary
- 401k
- Unlimited and flexible vacation
- Generous health benefits
- Team week events in HQ (Brooklyn, NY) three times annually for all employees
- Fully-paid parental leave
- ...and more!
Chronograph is committed to promoting a diverse and inclusive culture, and we welcome applicants from all backgrounds. If you're a passionate team player who wants to have an outsized impact on a diverse and dynamic team, we'd love to hear from you!
Skills Required
- Senior product leadership experience owning VLM- and LLM-native extraction tools from inception to launch
- Deep fluency in extraction techniques (OCR, layout-aware models, vision-language/LLM extraction)
- Experience building eval sets and eval-driven decision making to hold extraction accuracy at scale
- Technical depth to spec extraction logic and engage credibly with engineering and ML teams
- Strong product systems instinct across extraction, human review, and downstream workflows
- Excellent communication and collaboration with senior leadership, commercial teams, engineering, and clients
- AI-native way of working, including use of LLMs, prototyping platforms, and agentic tooling
- Private markets or financial reporting domain exposure
- Prior engineering experience in a related field
Chronograph Compensation & Benefits Highlights
The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Chronograph and has not been reviewed or approved by Chronograph.
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Healthcare Strength — Health coverage is portrayed as top‑notch, with strong medical, dental, and vision plans described repeatedly. This area stands out as a reliable pillar of the package.
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Leave & Time Off Breadth — Unlimited vacation, paid holidays and sick days, and protected “do not disturb” time are explicitly offered. The company positions time off as a core part of its approach.
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Flexible Benefits — Hybrid and fully remote options, flexible scheduling, and programs like work‑abroad indicate high flexibility. On‑site amenities complement flexibility for those near the Brooklyn office.
Chronograph Insights
What We Do
Chronograph was founded to bring trust and efficiency to private capital markets through leading technology. Our innovative solutions help private capital investors – including many of the world’s largest venture capitalists, infrastructure investors, and private equity firms – streamline portfolio monitoring, valuations, analytics, and diligence.
Why Work With Us
We are a highly collaborative, motivated, and creative team from all backgrounds who have the pleasure of solving complex challenges for some of the world’s most-sophisticated financial institutions. We value open communication across all levels of the organization, a zero-defect mentality in everything we do, and having fun along the way!
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