Senior Consultant, AI & Analytics

What is special about Lighthouse?

Lighthouse is built on a foundation of unique, compassionate, highly driven individuals.   We elevate the strengths and talents of those around us while leveraging opportunities for growth. We offer the experience of solving complex problems while continuing to grow multiple facets of your career. Lighthouse is where innovation meets support and where collaboration is the key ingredient to success.  We grow together and are stronger together. 

What’s unique about this role?

This role is helping push forward eDiscovery analytics state-of-practice to the next level leveraging a range of structure analytics, predictive AI, and generative AI. eDiscovery experience is required. Candidates without eDiscovery experience will not be considered for this position.

AI & Analytics Senior Consultants at Lighthouse manage complex electronic discovery review projects for law firms and corporations leveraging AI (e.g., TAR, GenAI) and analytics (e.g., structured sets, classifiers). This role is both highly consultative and highly process/tech-oriented requiring a deep knowledge of discovery workflows and requirements, and high literacy with respect to the state-of-the-art in discovery review and analytics technology. AI & Analytics Senior Consultants also lead internal initiatives that enable Lighthouse to scale up delivery on current offerings as well as develop new offerings. 

Lighthouse AI & Analytics Senior Consultants maintain a portfolio of work that spans managing predictive AI and GenAI implementations for specific litigations and investigations, as well as designing and maturing programmatic analytics implementations for our corporate enterprise clients. As part of an innovation-focused team, Lighthouse AI & Analytics consultants play a pivotal role in articulating and prioritizing the requirements for the next wave of our proprietary tools, and also play a central role in validating functionality of new tools once developed. 

As part of a fast-growing team that is pushing for broader market adoption of Lighthouse AI technology, consultants in this group also serve in a pre-sales and solution architecture capacity. This is especially true in contexts where Lighthouse does not have available point solutions yet is interested in developing them through co-design engagements with our law firm and corporate innovation partners. 

 What will this person do?

 Management of AI & Analytics client projects, including:

• In-depth consulting and client education on projects leveraging predictive AI, GenAI, and/or structured analytics.
• Designing project-specific solution based on client requirements and articulating staff and infrastructure requirements to support needs of client engagements.
• Training and mentoring of junior staff assigned to engagements, providing regular feedback and evaluation to junior staff members and their respective managers.
• Meticulous data tracking, statistical validation design and implementation, and metrics reporting to support the transparency and accountability of algorithmic discovery review.
• Coordination with support and technical teams across the organization to ensure we are leveraging the full suite of LH capabilities to provide best-in-class support and value to our clients.
• Documenting lessons learned for internal discussion and process/technology improvements.
• Tracking and escalating project risk concerns up the chain as necessary.
• Providing end-of-project metrics to inform ROI analyses and quarterly business reviews.

Contribution to operational initiatives, including:

• Developing or maturing playbooks for core workflows of established offerings.
• Implementing and updating AI & Analytics training curriculum (composed of a suite of documentation, simulation activities, and evaluation) for new members of the team or secondees from other groups who are supporting AI & Analytics workflows.
• Providing requirements analysis and user validation input to our product development teams.
• Collaborating with marketing, client success, and sales on client-facing overviews of Lighthouse AI & Analytics solutions.

Bring your passion and together we will shine.  It would also be great if you have the following:

• Advanced degree preferred in relevant discipline (law, technology, statistics) 
• Minimum 10 years litigation or eDiscovery industry experience required
• Minimum 5 years advanced analytics in eDiscovery required
• Prior in-house corporate legal, law firm legal staff or eDiscovery vendor experience required
• Excellent knowledge of eDiscovery technology, including key applications an