Senior Generative AI data scientist
Company
Dennemeyer
Location
Other US Location
Type
Full Time
Job Description
Dennemeyer X-labs is the driving force of disruption, pioneering bold platforms, new ventures, and cutting-edge innovations. We are the think tank where ideas become groundbreaking realities, transforming the future of IP with audacity and ingenuity. LaunchAI is determined to revolutionize the way that companies around the world innovate. We do so by applying modern technologies such as Generative artificial intelligence (GenAI), LLM, and machine learning to support international tech companies with their innovation and analytics tasks. We are a smart and dynamic team in the middle of a growth and internationalization phase supported by our IP company, the Dennemeyer Group, one of the largest full-service providers for the management of intellectual property rights.
As a Senior GenAI Data Scientist, you will be responsible for developing and implementing innovative GenAI solutions to as well as collaborating with other data science teams within the Dennemeyer group. Your role will involve close cooperation with business line leads, product managers, and development teams to ensure stakeholder satisfaction and the achievement of high-quality standards.
Your Responsibilities
- Design and develop ML, GenAI, and NLP models for AI/ML pipelines, covering data ingestion, preprocessing, search, Retrieval-Augmented Generation (RAG), Agentic Models, model fine-tuning, and prompt engineering, ensuring alignment with business requirements.
- Architect infrastructure for GenAI products such as search interfaces, bots, and content creators, optimizing model performance to meet product goals.
- Closely collaborate with the whole Launch AI team, share experience, and mentor junior team members.
- Collaborate with other data science teams, MLOps, and development teams to design and implement ML solutions.
- Engage with business stakeholders to understand challenges, assist in GenAI solution implementation, and guide them through production paths.
- Lead initiatives, identify trends, assess new AI tools and methodologies, and drive innovation to enhance team performance and business value.
- Stay updated on LLM developments, improve language model training, and optimize model capabilities.
- Create best practice guides, tutorials, and presentations for technical and business stakeholders, and maintain comprehensive documentation of ML processes.
Your Profile
- Advanced degree (PhD or Master’s) in a quantitative field such as Computer Science, Mathematics, Physics or Statistics.
- At least 5 years of working experience in data science with a focus on GenAI and Natural Language Processing, Large Langue Models techniques for analyzing large, unstructured data (e.g., word embeddings)
- Proficiency in building advanced workflows such as retrieval augmented generation, model chaining, dynamic prompting, PEFT/SFT, etc., using Langchain and similar tools.
- Strong knowledge in understanding of machine learning frameworks and tooling (e.g., Hugging Face), developer tools (e.g., GIT) and modern deployment architecture (e.g., Docker, Kubernetes)
- Experience in project management and setting up AI platforms to increase the efficiency of companies.
- Hands-on experience with Python and relevant machine learning libraries (e.g., scikit-learn, TensorFlow, Keras, etc.)
- Experience in hosting and deploying models on a public cloud infrastructure (e.g., Azure, AWS)
- Strong communication and interpersonal skills to technical and non-technical audiences, including stakeholders on the management level, verbally and visually, to create understanding, engagement, and buy-in
- Strong understanding of APIs and software integration
- Fluency in English is mandatory
What we offer
- A fantastic and amazingly talented team of technical and business people
- Enjoy working in multicultural teams and contribute to a diverse and international working environment
- A possibility to integrate a mature software company and gain experience in software development and all the interactions of different teams collaborating together to develop a product
- A welcoming working atmosphere in which talent is nurtured
- A highly competitive rewards and benefits package including private healthcare, meal tickets, Easter and Christmas bonus plan
- Organize your lifestyle with flexible working hours
- Intensive trainings delivered by our top specialists
- Extra vacation days based on seniority in the company
- The opportunity to build a long-term career in an exciting, international business environment
Dennemeyer is an Equal Opportunity Employer. Dennemeyer does not discriminate on the basis of race, religion, color, sex, gender identity or expression, sexual orientation, age, non-disqualifying physical or mental disability, national origin, veteran status or any other basis covered by appropriate law. All employment is decided on the basis of qualifications, merit, and business need.
Date Posted
11/22/2024
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0
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