Company Description

We help sales and legal teams to close better deals faster through intelligent contracting decisions.

At top.legal, we're the grandmasters of unlocking the potential in the most entrenched challenge of them all: contracts. We believe that if everyone had access to the keys of value generation during the contracting and negotiation process, the world would be a better, brighter, and more profitable place.

But let's be real: despite being the DNA of every company, contracts are often neglected like an old, dusty tome in the back of a library. That's where we come in. Our cutting-edge software platform finally delivers the keys to unlocking the untapped value potential in every contract, ensuring that no company falls short of their true worth.

So, if you're ready to join our team of value-maximising superheroes and help unlock millions in untapped potential, keep reading.

Job Description

As a Junior Software Engineering Intern you focus on AI and NLP to join our team. The ideal candidate will be passionate about AI and have hands-on experience in implementing NLP models using Python and PyTorch. This position will contribute to the development of advanced NLP applications, including but not limited to word sense disambiguation, text classification, sentiment analysis, POS tagging, tokenization, syntactic parsing, and web crawling.

- Conduct an in-depth literature review to identify and gather pertinent research papers concerning the construction of a Dialogue System integrating LLM (Language Model), Passage Retrieval, and STS (Semantic Textual Similarity).

- Develop an inference process for generating answers, with a particular emphasis on verifying the output produced by the Language Model (LLM) to ensure accuracy and relevance within the context of the Dialogue System development.

- Initiate fine-tuning strategies on optimizing the LLM performance through methodologies such as PEFT+QLoRA and quantization using AutoGPTQ. The objective is to augment the responsiveness and overall efficiency of the Dialogue System.

- Implement Retrieval-Augmented Generation (RAG) within the Dialogue System, leveraging sophisticated techniques to elevate response dynamics and optimize system performance.

Qualifications

Be ALICE:

• Adaptability: Ability to navigate and lead in a rapidly evolving tech environment.
• Leadership: Proven experience in leading technical teams with a focus on mentorship and growth.
• Impact: A strong customer-centric approach, aiming to deliver impactful solutions.
• Commitment: Demonstrated commitment to achieving excellence in software development.
• Empathy: Capacity to understand and address the needs of both the team and the clients, while balancing technological and human factors.

Key Responsibilities:

• Support Development of AI Models: Assist in the development and implementation of artificial intelligence models, focusing on areas such as natural language processing (NLP), machine learning, and deep learning. Utilize programming languages such as Python and frameworks like PyTorch or TensorFlow to build and test models. Showcase great hands-on experience with LangChain.

• Literature Review and Research: Conduct comprehensive literature reviews to stay updated with the latest advancements in AI and machine learning. Gather and analyze academic papers and industry reports to support the team's research and development efforts.

• Data Preparation and Analysis: Work closely with senior engineers to prepare datasets for training and testing AI models. This includes data cleaning, preprocessing, and augmentation to ensure the quality and efficiency of the models.

• Experimentation and Testing: Participate in the design and execution of experiments to test various hypotheses and improve model performance. Document results and provide insights on potential improvements.

• Contribute to AI Projects: Take part in ongoing AI projects under the guidance of senior engineers. This may involve coding, debugging, and contributing ideas to enhance project outcomes.

• Learn and Apply AI Techniques: Gain hands-on experience with advanced AI methodologies, such as fine-tuning language models, implementing retrieval-augmented generation, and exploring model optimization techniques like quantization.

• Collaboration and Feedback: Collaborate with cross-functional teams, including product development, data science, and engineering, to integrate AI solutions into products and services. Participate in regular meetings and code reviews, providing and receiving feedback constructively.

• Documentation and Reporting: Assist in the creation of documentation for AI models and systems developed, including code documentation, model architecture descriptions, and performance reports.

• Professional Development: Engage in learning opportunities within the company and the broader AI community to continuously develop professional skills. Attend workshops, webinars, and conferences as recommended by the team.

• Adhere to Best Practices: Follow best practices in AI ethics, data privacy, and model transparency. Ensure that all work is in compliance with company policies and industry standards.

Additional Information

What you can expect from top.legal?

• Competitive salary and benefits: We believe in rewarding our team members for their hard work and dedication. As such, sales can bank a share of every deal they close. 
• Opportunities for growth: We're invested in your success, and we want to help you grow and develop in your role. That's why we offer ongoing training and development opportunities, as well as clear pathways for advancement within the company.
• Hybrid work options: At top.legal, we believe in offering our team members flexibility and autonomy. That's why we offer hybrid work options, allowing you to work from home and/or come into the office as needed.
• Experienced team and strong leadership: Our team is made up of talented professionals with international experience and impressive credentials from top universities. With strong leadership and a culture of excellence, you'll be joining a team that's dedicated to driving success and unlocking potential.
• Top-notch product with real-world impact: At top.legal, we're proud to offer a product that's making a real difference in the world. Our cutting-edge software platform is solving a real and tested pain point for many corporate clients, and we're seeing growing demand as more and more companies discover its benefits. 

Join us and be part of a team that's changing the game and unlocking the untapped potential in every contract.

Find out more about us: 
https://en.top.legal/
https://www.linkedin.com/company/contract-value-management/