Distinguished Deep Learning Researcher

Company: 1st. Creative Learning Academy Inc.
Location: Boston
Posted on: November 1, 2024

Job Description:

DataRobot is the leader in Value-Driven AI, a unique and collaborative approach to generative and predictive AI that combines an open platform, deep expertise and broad use-case experience to improve how organizations run, grow and optimize their business. The DataRobot AI Platform is the only complete AI lifecycle platform that interoperates with an organization's existing investments in data, applications and business processes, and can be deployed on prem or on any cloud environment. Global organizations, including 40% of the Fortune 50, rely on DataRobot to drive greater impact and value from AI.This role serves as the most senior deep learning researcher role in the company, reporting to the CTO. They will be in charge of identifying technology gaps, defining research plans, and executing plans with an efficient research team. They will be a key strategic decision-maker in the company's deep learning technology, roadmaps, and strategy.Researchers at DataRobot have a unique advantage in being able to see the impacts of their work as it is integrated into product capabilities rapidly inside a startup environment. Additionally, they will have unique exposure to many of the world largest enterprise company AI builds to understand the innovations that will have the highest real-world impacts.DataRobot's research areas today involve enabling businesses to realize value with AI. For example, generative AI assessment involves developing novel approaches to gain confidence in generative AI pipelines behavior before deployment. Research into improving the quality of RAG outputs (or related techniques) includes novel LLM fine-tuning, optimizing embeddings, and agent-based retrieval strategies. Cost reduction research involves developing new strategies to reduce latency and costs of generative AI pipelines. And finally, genAI consumption research involves improving how users engage with AI systems, such as agent based problem solving experiences.Key Responsibilities:

• You will identify technology gaps in the industry, particularly in areas that will unlock new value for use-cases for business, and determine research plans to incorporate into research pipelines by writing and motivating strategic research plans.
• You will execute on long-term research plans with an efficient team in order to advance the state-of-the-art, resulting in scientific publications, advanced development prototypes, and external facing demonstrations.
• As an AI expert you will expand relationships with other technical experts inside DataRobot and with customer AI teams from across the world.
• You will be responsible for mentoring and coaching of junior and mid-level team members and guiding their research efforts.
• You will foster collaboration and knowledge-sharing across organizational boundaries and with other senior leaders in the company.Knowledge, Skills and Abilities:
  • Command of different deep learning and generative AI approaches, their tradeoffs, and the latest research advances.
  • Command of the foundational scientific python ecosystem (pytorch, numpy, scipy, pandas, scikit-learn).
  • Ability to communicate complex technical concepts to diverse audiences.
  • Software design and peer code review skills, including leading others.
  • Passion for research and innovation, both through individual projects and knowledge sharing with internal and external stakeholders.Requisite Education and Experience / Minimum Qualifications:
    • PhD in computer science, data science, artificial intelligence, or related field.
    • 8-10+ years of combined Python engineering and machine learning experience with a focus on Deep Learning techniques.
    • Experience with core deep learning and generative AI technology, including pre-training foundation models, fine-tuning of LLMs, contrastive learning, and evaluating generative results.
    • Experience with retrieval augmented generation and retrieval, ranking, and prompting strategies.
    • Experience as a technical leader capable of leading a team from idea to completion.
    • Experience publishing academic papers as a lead author or essential contributor.
    • Experience participating in a top conference in High Performance Computing, Deep Learning, Machine Learning or AI domains.
    • Experience participating in a top conference in relevant-research domain.
    • Experience with deep learning libraries and frameworks (TensorFlow, PyTorch, Langchain).The talent and dedication of our employees are at the core of DataRobot's journey to be an iconic company. We strive to attract and retain the best talent by providing competitive pay and benefits with our employees' well-being at the core. Here's what your benefits package may include depending on your location and local legal requirements: Medical, Dental & Vision Insurance, Flexible Time Off Program, Paid Holidays, Paid Parental Leave, Global Employee Assistance Program (EAP) and more!DataRobot Operating Principles:
      • Wow Our Customers
      • Set High Standards
      • Be Better Than Yesterday
      • Be Rigorous
      • Assume Positive Intent
      • Have the Tough Conversations
      • Be Better Together
      • Debate, Decide, Commit
      • Deliver Results
      • OvercommunicateResearch shows that many women only apply to jobs when they meet 100% of the qualifications while many men apply to jobs when they meet 60%. At DataRobot we encourage ALL candidates, especially women, people of color, LGBTQ+ identifying people, differently abled, and other people from marginalized groups to apply to our jobs, even if you do not check every box. We'd love to have a conversation with you and see if you might be a great fit.All U.S. DataRobot employees must be fully vaccinated against COVID-19. If there is a medical, religious, or other legally protected reason that prevents you from receiving an available COVID-19 vaccination, and you are selected as a candidate for consideration, we have a process in place to evaluate requests for accommodation.
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Keywords: 1st. Creative Learning Academy Inc., Brookline , Distinguished Deep Learning Researcher, Other , Boston, Massachusetts