Internship Opportunity for Research Scientist in Legal Technology

il y a 3 semaines


Paris, Île-de-France DiliTrust Temps plein

Are you ready to contribute to the evolution of Legal Technology?

As a premier SaaS provider in Europe, DiliTrust is revolutionizing legal departments globally through innovative technology.

Our Influence: Our teams across France, Spain, Italy, Canada, Mexico, and MEA are pivotal in our worldwide success, supporting 2,400 clients in 64 nations, with 80% being CAC 40 companies.

Our Vision: To become the first French legal tech company to achieve Unicorn status, surpassing a valuation of €1 billion.

Acknowledgment: DiliTrust has been celebrated for fostering a positive and motivating work atmosphere, receiving the "Happy at Work" and "Tech at Work" labels since 2019.

What You Can Expect at DiliTrust:

Innovation: Engage with cutting-edge advancements in legal technology.
Global Reach: Work alongside diverse teams in an international and multicultural environment.
Career Development: Enhance your skills and grow within a future unicorn in legal tech.
Invigorating Workplace: Experience a supportive and positive environment.

Your Responsibilities:

  • Conduct a comprehensive review of the current state of your research topic and propose enhancements tailored to our needs.
  • Implement new models and assess their effectiveness using our dataset.
  • Transform your concepts into production-ready solutions and monitor their impact on clients.
  • Share your findings with the community through research publications and presentations at technical events.

We have a variety of research topics spanning multiple Machine Learning domains.

Internship Focus:

This internship will center on training a large language model (LLM) using legal data and creating a legal instruction-based dataset. It is ideal for individuals passionate about natural language processing (NLP), machine learning, and the legal sector. You will play a vital role in our research team, aiding in the development of advanced AI models that enhance the legal field.

Key Responsibilities:

  1. Dataset Development:
    • Collaborate with our team to identify and collect available open-source legal datasets.
    • Compile a diverse and comprehensive dataset encompassing various legal areas, including contracts, case law, statutes, and regulations.
    • Apply data preprocessing techniques to ensure consistency, uniformity, and quality.
    • Create a legal instruction-based dataset by extracting essential legal queries, questions, or prompts from the gathered data for fine-tuning the language model.
  2. Model Evaluation:
    • Research state-of-the-art large language models (LLMs) that excel in processing legal text and tasks.
    • Assess different pre-trained models on benchmark legal NLP tasks to determine their appropriateness for the legal domain.
  3. Model Fine-tuning:
    • Adapt the selected LLM using the legal instruction-based dataset to enhance its understanding and generation of legal text.
    • Implement strategies to mitigate potential biases and ethical issues during the fine-tuning process.
  4. Performance Assessment:
    • Develop evaluation metrics and methodologies to gauge the performance of the fine-tuned legal model.
    • Conduct thorough testing and validation to ensure the model's efficacy in legal text comprehension, summarization, contract analysis, and related tasks.
    • Refine the fine-tuning process by adjusting hyper-parameters and architectural choices to boost model performance.

Required Profile:

· Currently enrolled in a major engineering school or pursuing an equivalent master's degree.

· Strong technical skills in Applied Mathematics (Machine Learning / Optimization).

· Proficient in Python with the ability to produce high-quality code.

· Familiarity with Deep Learning frameworks (preferably PyTorch and Transformers).

· Previous experience in Machine Learning (through personal projects, academic work, or internships).

· Prior knowledge of Natural Language Processing is a significant advantage.

· Enthusiastic about reading research papers and implementing state-of-the-art models, as well as sharing findings with team members.

· Enjoy writing scientific papers or blog posts and contributing to the community.

What We Offer:

· Join a rapidly growing company in a friendly, international setting.

· Our "Telework Charter" ensures a balance between onsite and remote work.

· Enjoy various day-to-day benefits, including luncheon vouchers and profit-sharing bonuses.

DiliTrust is committed to social responsibility, promoting diversity within its teams, and ensuring professional equality at all levels.



  • Paris, Île-de-France Astek Temps plein

    Astek is a global leader in engineering and technology consulting, supporting international clients across diverse industries. We specialize in smart product deployment, digital transformation, and complex systems engineering. Our commitment to innovation drives us to foster talent and advance cutting-edge technologies. As part of our ongoing research...


  • Paris, Île-de-France MUFG Temps plein

    Are you ready to make a significant impact in the legal field? Explore your potential with Mitsubishi UFJ Financial Group (MUFG), a leading global financial institution. With a workforce of 160,000 professionals worldwide, we are dedicated to making a positive difference for our clients, communities, and the organizations we partner with. Our core...


  • Paris, Île-de-France MUFG Temps plein

    Are you ready to make a significant impact in the legal field? Explore your potential with Mitsubishi UFJ Financial Group (MUFG), one of the largest financial institutions worldwide. With a dedicated workforce of 160,000 professionals, we are committed to enhancing the experience of every client, organization, and community we engage with. Our core...

  • Legal Research Internship

    il y a 2 semaines


    Paris, Île-de-France LPA-CGR avocats Temps plein

    LPA-CGR avocats is seeking a highly motivated and detail-oriented individual for a full-time Legal Research Internship within our dynamic Corporate Department. As a member of our team, you will have the opportunity to contribute to a wide range of legal matters, including mergers and acquisitions. Your responsibilities will encompass conducting in-depth...

  • Legal Intern

    il y a 1 semaine


    Paris, Île-de-France LPA-CGR avocats Temps plein

    About LPA-CGR Avocats LPA-CGR Avocats is a leading law firm specializing in intellectual property and technology law. We provide comprehensive legal services to clients across various industries, assisting them with navigating the complexities of the digital landscape. Legal Intern - Intellectual Property & Technology We are seeking a highly motivated and...


  • Paris, Île-de-France Compagnie des Alpes Temps plein

    Corporate Legal Internship at Compagnie des AlpesAssist in managing the corporate life of the CDA SA group, including governance and compliance matters.Participate in restructuring and M&A projects, analyzing financial data and market trends.Conduct in-depth legal research on corporate law matters, including company law and securities law.Support in creating...


  • Paris, Île-de-France Ashurst Temps plein

    JOB DESCRIPTIONAshurst LLP, a prominent global law firm, is seeking a talented Legal intern to contribute to our esteemed employment law division. This internship offers an opportunity to work alongside experienced attorneys in the field of labor law. Candidates should possess a Master's degree in Employment Law and have prior experience within a legal...


  • Paris, Île-de-France MUFG Temps plein

    Are you ready to make a difference in the financial sector? Explore your potential with Mitsubishi UFJ Financial Group (MUFG), a leading global financial institution. With a workforce of 160,000 professionals worldwide, we are dedicated to serving our clients, organizations, and communities with integrity and excellence. Our mission is to be the most...


  • Paris, Île-de-France Ashurst Temps plein

    JOB DESCRIPTIONAshurst LLP, a prominent global law firm, is seeking a dedicated Legal intern to contribute to our employment law practice. This role is ideal for individuals who possess a Master's degree in Employment Law and have prior experience within a legal environment.KEY RESPONSIBILITIES:Deliver legal counsel to a diverse clientele, including large...


  • Paris, Île-de-France saint_gobain_group Temps plein

    Microbiology Research Internship OpportunityWe are seeking a dedicated Microbiology Research Intern to contribute to our innovative research initiatives. This role is pivotal in evaluating antimicrobial solutions for our materials and investigating novel biological strategies to enhance product recyclability and sustainability.As part of your...


  • Paris, Île-de-France Meta Temps plein

    As a Research Scientist, you will engage with leading experts in mathematics and theoretical physics, assisting them in addressing unresolved challenges in their disciplines through the application of language models. Your role will involve constructing and training these models, as well as designing and executing experiments. Our team's mission is to...


  • Paris, Île-de-France Ashurst Temps plein

    POSITION SUMMARYAshurst LLP is seeking a talented Legal Intern specializing in Employment Law to contribute to our esteemed international law practice. This role involves supporting our dedicated team of legal professionals in various employment law matters. Candidates should possess a Master's degree in Employment Law and relevant experience within a legal...


  • Paris, Île-de-France Meta Temps plein

    Meta is on the lookout for Research Scientists with a focus on Natural Language Processing (NLP) to be part of its Generative AI (GenAI) division. Our team is recognized for publishing influential research, including the notable Llama-2 paper. We are eager to welcome skilled researchers experienced in NLP to collaborate with us on enhancing the capabilities...


  • Paris, Île-de-France Herbert Smith Freehills Temps plein

    Position Title: Legal Intern in Intellectual Property and Technology Company Overview: Herbert Smith Freehills is a prestigious law firm recognized for its extensive global reach, providing top-tier legal counsel to a diverse clientele across various sectors. Position Summary:Join a dedicated team specializing in Intellectual Property, Information...


  • Paris, Île-de-France Herbert Smith Freehills Temps plein

    Position Title: Legal Intern in Intellectual Property and Technology Company Overview: Herbert Smith Freehills is a prestigious law firm recognized for its exceptional legal services across the globe, catering to a diverse clientele. Company Insights:Dedicated team specializing in Intellectual Property, Information Technology, Telecommunications, Media, and...


  • Paris, Île-de-France Publicis Groupe Temps plein

    Publicis Groupe is seeking a highly motivated and detail-oriented individual to join our Legal Department as a Data Protection Legal Specialist Intern. This 6-month internship offers a unique opportunity to gain valuable experience in the dynamic field of data protection within a leading global communications group. Responsibilities: Provide comprehensive...

  • AI Research Scientist

    il y a 3 semaines


    Paris, Île-de-France Meta Temps plein

    Meta is on the lookout for a Research Scientist to be part of the Fundamental AI Research (FAIR) initiative, a pioneering organization dedicated to advancing the field of artificial intelligence. This role is positioned within the Flow World Models team, where the focus is on developing innovative algorithms and theoretical frameworks for generative models....


  • Paris, Île-de-France Meta Temps plein

    Meta is on the lookout for a Research Scientist specializing in reinforcement learning to contribute to our esteemed research division, FAIR. We are interested in candidates who can collaborate with our reinforcement learning experts to develop innovative algorithms based on robust principles, aimed at effectively addressing intricate real-world challenges....

  • Internship Opportunity

    il y a 3 semaines


    Paris, Île-de-France VINCI Construction France Temps plein

    Position: Internship in International Business LawWe are seeking a motivated intern to support the Grand Projects Directorate at VINCI Construction France. The selected candidate will engage in various responsibilities, including:Analyzing contractual documents pertinent to bidding processesDrafting and negotiating a range of contracts such as...


  • Paris, Île-de-France Herbert Smith Freehills Temps plein

    About Herbert Smith FreehillsRecognized as a premier global law firmEmploying over 5,000 professionals worldwideOffering comprehensive legal servicesInternship OverviewPosition available in the Energy & Infrastructure DivisionFull-time internship opportunityEngagement with cases across diverse sectors and legal jurisdictionsResponsibilities include...