Engineering Internship

il y a 2 semaines

Paris, France FactSet Research Systems Temps plein

FactSet Research Systems is an American financial data and software company, providing wide universe of financial data and services with the help of innovative Financial and Statistical data collection.
- “We will no longer need to read documents except for fun”. Today, research analysts in the financial domain, have to read long documents to extract data from documents. This is a long and not fun process. With GenAI, data extraction can be facilitated. Can we build a tool that makes document understanding and data extraction easy?- Assistant, can you extract the value of this “concept” from the document for me? Where did you find such information?
- This is today possible. But how can we optimize an AI system to do such a task optimally? How can we make this cheap? How can we guarantee quality? This is the context where we need you.

Project Overview:

- The internship project involves assisting a team of AI/ML engineers into building a document intelligence tool. You will be involved into few research topics to prove that the approach can meet performance and cost-efficiency.
- The project will combine prompt-engineering, LLM selection, RAG. We want to be able to evaluate at each stage that we are not losing performance and that we are saving costs.
- The basis task of the tool is: _"_I want to extract “this concept” from a document._
- The solution involves: retrieving the right chunks from the document; building a dynamic prompt; cost optimization; different research studies to prove hypothesis, etc.
- The challenge is: how can we build a solution that can scale? How can we be very competitive cost-wise? How can we guarantee extraction quality?

Document intelligence tool description:

- We have built a first version of the document intelligence tool. The next steps are to optimize it, perform different research studies and keep adding functionalities to it.
- At the current stage, we will be developing new versions of the tool. Each version will have some research phase. We will want to prove a new version is better than the old version. We need someone to help us with the research and ways to automatically evaluate that the new versions are better than previous ones.

**Responsibilities**:

- Standardize ML/AI datasets:
- In order to evaluate an AI system, we need to produce validation datasets- Validation datasets should have standard format- Validation datasets should be stored in a pre-defined location- Standardize IO of datasets

Aggregate evaluation metrics:
- Analyze different evaluation metrics for text generation such as “exact match”, “levenstein score”, “BERT score”- Define role of “LLM” as a judge

Handle few experiments to prove different hypothesis:
- For instance, prove that using RAG will enhance system performance

Automate non-regression tests- Build a script that will control automatically that system performance did not fall behind given thresholds

Qualifications:
- Current student or recent graduate in Computer Science, Information Technology, or a related field.- Proficiency in Python.- Can work with jupyter notebooks- Knowledge on AI/ML- Good problem-solving skills and an eye for detail.- Ability to work collaboratively in a team environment.

What We Offer:
- Hands-on experience with innovative GenAI use case.- Mentorship and guidance from experienced developers.- Exposure to real-world projects.- Opportunity to develop a comprehensive understanding of AI projects.- Implication on different AI/ML community events

Why Life is Better as a FactSetter:
- FactSet looks to foster a globally inclusive culture. From leadership commitment, to employee led resource groups, FactSet has diversity, equity, and inclusion as a priority. Read more about our priorities here:- FactSet believe giving back to our communities is part of our culture. From volunteer opportunities to working with non-profit partners, you can read more about our commitments here:- Company profits participation- No or low-cost medical, dental and vision care- Full and free access to LinkedIn Learning catalog- Reimbursement for eligible expenses related to AWS certification, financials certifications (CFA, CIPM, CAIA, FRM)- Employee referral bonuses- Flexible office work / teleworking- And more

At FactSet, we celebrate diversity of thought, experience, and perspective. We are committed to disrupting bias and a transparent hiring process. All qualified applicants will be considered for employment regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or veteran status. FactSet participates in E-Verify.

  • Engineering Internship in Sweden!

    il y a 2 jours

    Paris 4e, France Iknal Semikan Temps plein

    **Work in Sweden**: Can you imagine working and gaining experience in one of the best countries to live, where ideas and technological developments flow? This is the opportunity to develop your talent on an internship in Sweden. You can start working remotely for the first three months, but then **we expect you to move to work and live in Sweden**. **About...

  • Internship - Engineering Business Improvement

    il y a 2 semaines

    Paris, France Subsea 7 Temps plein

    We are Subsea7, a global leader in the delivery of offshore projects and services for the energy industry. We make offshore energy transition possible through the continuous evolution of lower-carbon oil and gas and by enabling the growth of renewables and emerging energy. At Subsea7, we are looking for people who think differently. We want people who can...

  • Software Engineering Intern

    il y a 4 jours

    Paris, France Qorvo Temps plein

    **Software Engineering Intern**: - Experience Level: Internship- Job Type: Intern- Location: France - Paris, FR- Requisition ID: 4421**Software Engineering Intern** Qorvo’s Internship Program is designed for college students currently enrolled in an accredited Bachelor’s, Master’s, or PhD program. Qorvo offers real work experience, exposure to upper...

  • Internship Program

    il y a 1 mois

    Paris, France Nomadic Labs Temps plein

    Apply **Internship Program at Nomadic Labs** **About Nomadic Labs** **Nomadic Labs** is a leading research and development center in Paris, dedicated to advancing the Tezos protocol within an international, decentralized, and vibrant ecosystem (such as the Tezos Foundation, Trilitech, and others). With a focus on core development, our mission is to...

  • Software Engineering Intern

    Il y a 2 mois

    Paris, France Qorvo Temps plein

    **Software Engineering Intern**: - Experience Level: Internship- Job Type: Intern- Location: France - Paris, FR- Requisition ID: 8377Qorvo’s Internship Program is designed for college students currently enrolled in an accredited Bachelor’s, Master’s, or PhD program. Qorvo offers real work experience, exposure to upper management, and the opportunity...

  • Software Engineering, Site Reliability Engineering

    Il y a 2 mois

    Paris, France Google Temps plein

    In the “Resume Section: ” attach an updated CV or resume. - In the “Education Section: ” attach a current or recent unofficial or official transcript in English. - Under “Degree Status,” select “Now attending” to upload a transcript. **Minimum qualifications**: - Currently enrolled in a Bachelor's or Master's degree in Computer Science or a...

  • Software Engineering, Site Reliability Engineering

    Il y a 2 mois

    Paris, France Google Temps plein

    In the “Resume Section: ” attach an updated CV or resume. - In the “Education Section: ” attach a current or recent unofficial or official transcript in English. - Under “Degree Status,” select “Now attending” to upload a transcript. **Minimum qualifications**: - Currently enrolled in a PhD degree in Computer Science or a related technical...

  • Characterization Engineering Intern

    Il y a 7 mois

    Paris, France Qorvo Temps plein

    **Characterization Engineering Intern**: - Experience Level: Internship- Job Type: Intern- Location: France - Paris, FR- Requisition ID: 6148Qorvo’s Internship Program is designed for college students currently enrolled in an accredited Bachelor’s, Master’s, or PhD program. Qorvo offers real work experience, exposure to upper management, and the...

  • Security Analysis Engineering Intern

    Il y a 7 mois

    Paris, France Qorvo Temps plein

    **Security Analysis Engineering intern**: - Experience Level: Internship- Job Type: Intern- Location: France - Paris, FR- Requisition ID: 6148Qorvo’s Internship Program is designed for college students currently enrolled in an accredited Bachelor’s, Master’s, or PhD program. Qorvo offers real work experience, exposure to upper management, and the...

  • Internship Water Intake Riser

    il y a 3 semaines

    Paris, France Acteon Group Ltd. Temps plein

    Vacancy Name Internship Water Intake Riser Vacancy No VN3085 Operating Company 2H Offshore Group Advert Main Responsibilities Integrated in our project team, this internship will participate in the different stages of the design including basis of design, methodology development, detailed design and optimization analysis. Main topics will include (but...

  • Junior Process Engineer

    Il y a 3 mois

    Paris, France Dioxycle Temps plein

    **About Dioxycle** Dioxycle is pioneering breakthrough carbon utilization technologies that convert industrial emissions into sustainable chemicals with unprecedented energy and cost efficiency. By displacing fossil fuels for the production of key chemicals, Dioxycle has the potential to ultimately reduce over **800 million tons of CO2 per year**,...

  • Internship - Performance Engineering

    il y a 1 mois

    Paris, France Apple Temps plein

    **Summary** Posted: Nov 20, 2024 Weekly Hours**:35** Role Number**:200579605** Would you like to solve hard problems and to learn how Apple's OSes make the most of Apple's hardware? The OS Performance team is looking for a Software Engineering intern to work on low-level memory optimizations. In this role you will be working closely with the software...

  • Software Engineering Internship

    Il y a 6 mois

    Paris, France Philips Temps plein

    **Job Title**: Software Engineering Internship H/F **Stagiaire Software Engineering**: **Ce poste vous donne la possibilité de**: Découvrir Philips Healthcare, leader Mondial en Imagerie Médicale dont les produits en IRM, Scanner, Ultrasons, Rayons X etcsont reconnus pour leur excellence et leur technologie de pointe. En résumé, Cardiologs se consacre...

  • Internship Water Intake Riser

    il y a 4 semaines

    Paris, France Acteon Group Temps plein

    **Main Responsibilities** Integrated in our project team, this internship will participate in the different stages of the design including basis of design, methodology development, detailed design and optimization analysis. Main topics will include (but not limited to): - State of the art of existing and coming projects and concepts - Review of 2H existing...

  • Internship Fixed Wind

    il y a 4 semaines

    Paris, France Acteon Group Temps plein

    **Main Responsibilities** Integrated in our project team, this internship will participate in the different stages of the design including basis of design, methodology development, detailed design and optimization analysis. Main topics will include (but not limited to): - State of the art review of existing and future projects. - Review of 2H existing...

  • Internship Early Production System

    il y a 4 semaines

    Paris, France Acteon Group Ltd. Temps plein

    Vacancy Name Internship Early Production System Vacancy No VN3086 Operating Company 2H Offshore Group Advert Main Responsibilities The goal of this internship is to synthesize the available technologies (rigis, unbonded flexibles, bonded flexibles, composites, TCP, floating hoses etc) and develop several offloading lines configurations to assess their...

  • Internship Early Production System

    il y a 4 semaines

    Paris, France Acteon Group Temps plein

    **Main Responsibilities** The goal of this internship is to synthesize the available technologies (rigis, unbonded flexibles, bonded flexibles, composites, TCP, floating hoses etc) and develop several offloading lines configurations to assess their in-place responses. Integrated in our project team, this internship will participate to the different stages of...

  • Internship - R&d - Event-based Transformers

    Il y a 6 mois

    Paris, France PROPHESEE Temps plein

    **Internship opportunities at Prophesee**: **PROPHESEE**: This is a great opportunity to join a dynamic company and an exciting team and to lead a paradigm shift in computer vision across many industries. **EVENT-BASED TECHNOLOGY**: **INTERNSHIP POSITION DESCRIPTION**: **The main required skills common to MOST internship positions are the following (but not...

  • Internship - Synthetic Biology for Protein

    Il y a 3 mois

    Paris, France Biomemory Temps plein

    **Internship - Synthetic biology for protein production**: - Réf **ABG-126047** - Stage master 2 / Ingénieur- Durée 6 mois- Salaire net mensuel 1200- 01/10/2024- Biomemory- Lieu de travail- Paris Ile-de-France France- Champs scientifiques- Biochimie - Biologie - Biotechnologie - Mots clés- biochimie, biologie moléculaire, biologie synthétique,...

  • Internship - Software Engineer

    Il y a 6 mois

    Paris, France Ipsos Temps plein

    **INTERNSHIP - SOFTWARE ENGINEER ****: Paris Internship *** **About**: Ipsos est le leader en France des études de marché et des enquêtes d’opinion. Groupe français indépendant, fondé en 1975, Ipsos opère aujourd’hui dans 90 pays et donne aux entreprises et aux institutions pour lesquelles il travaille, les clés de compréhension de la...