Data Scientist
Job Summary
Job Description
Diligent seeks a Data Scientist proficient in Python, NLP, and ML to develop AI solutions for document comprehension, semantic search, and knowledge extraction. Experience with LLMs and building AI pipelines is a plus.
Must have:
- Python, NLP, ML
- AI pipelines
- Model deployment
- Document comprehension
Good to have:
- LLMs, prompt engineering
- Semantic search
- Reinforcement learning
- AWS SageMaker
Perks:
- Flexible work
- Global days of service
13 skills required
Job Details
About the job
About Us
Diligent is the global leader in modern governance, providing SaaS solutions across governance, risk, compliance, audit and ESG. Empowering more than 1 million users and 700,000 board members and leaders with a holistic view of their organization’s GRC practices so they can make better decisions, faster. No matter the challenge.
At Diligent, you are an agent of positive change. You are joining a team of passionate, smart, creative people who not only want to help build the software company of the future, but who want to make the world a more sustainable, equitable and better place. Be a part of a global community on a mission to make a real impact.
Learn more at diligent.com.
Position Overview:
We are seeking talented and driven Data Scientists to join our growing team at Diligent. Reporting to Applied Science Manager, this exciting role involves working on state-of-the-art projects in Natural Language Processing (NLP), Large Language Models (LLMs), and other advanced AI methodologies. Your contributions will be crucial in developing platform-level AI capabilities, such as document set comprehension, longitudinal insight extraction, semantic search, and structured retrieval augmented generation, to accelerate AI adoption across Diligent's diverse product suite.
Diligent is a global leader in modern governance, delivering innovative SaaS solutions that address governance, risk, and compliance (GRC) needs. Our mission is to empower leaders with cutting-edge technology, actionable insights, and vital connections to drive impactful decisions and lead with purpose.
Key Responsibilities:
What Diligent Offers You
Headquartered in New York, Diligent has offices in Washington D.C., Baltimore, London, Galway, Budapest, Vancouver, Bengaluru, Munich, and Sydney.
We are a drug free workplace. Diligent is proud to be an equal opportunity employer. We do not discriminate based on race, color, religious creed, sex, national origin, ancestry, citizenship status, pregnancy, childbirth, physical disability, mental disability, age, military status, protected veteran status, marital status, registered domestic partner or civil union status, gender (including sex stereotyping and gender identity or expression), medical condition (including, but not limited to, cancer related or HIV/AIDS related), genetic information, or sexual orientation in accordance with applicable federal, state and local laws. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. See also Diligent's EEO Policy and Know Your Rights. We are committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, you may contact us at recruitment@diligent.com.
To all recruitment agencies: Diligent does not accept unsolicited agency resumes. Please do not forward resumes to our jobs alias, Diligent employees or any other organization location. Diligent is not responsible for any fees related to unsolicited resumes.
Diligent is the global leader in modern governance, providing SaaS solutions across governance, risk, compliance, audit and ESG. Empowering more than 1 million users and 700,000 board members and leaders with a holistic view of their organization’s GRC practices so they can make better decisions, faster. No matter the challenge.
At Diligent, you are an agent of positive change. You are joining a team of passionate, smart, creative people who not only want to help build the software company of the future, but who want to make the world a more sustainable, equitable and better place. Be a part of a global community on a mission to make a real impact.
Learn more at diligent.com.
Position Overview:
We are seeking talented and driven Data Scientists to join our growing team at Diligent. Reporting to Applied Science Manager, this exciting role involves working on state-of-the-art projects in Natural Language Processing (NLP), Large Language Models (LLMs), and other advanced AI methodologies. Your contributions will be crucial in developing platform-level AI capabilities, such as document set comprehension, longitudinal insight extraction, semantic search, and structured retrieval augmented generation, to accelerate AI adoption across Diligent's diverse product suite.
Diligent is a global leader in modern governance, delivering innovative SaaS solutions that address governance, risk, and compliance (GRC) needs. Our mission is to empower leaders with cutting-edge technology, actionable insights, and vital connections to drive impactful decisions and lead with purpose.
Key Responsibilities:
- Design and develop machine learning models and algorithms for various applications.
- Test and evaluate the performance of these models and algorithms.
- Collaborate with the data science teams to develop and implement NLP solutions for processing large document sets.
- Collaborate with machine learning engineers and software engineers to productize AI-based capabilities.
- Work on projects involving sensitive customer content used for Diligent customers’ board communications, which requires stringent privacy and security measures.
- Develop and support semantic search, structured retrieval, and RAG use cases across various Diligent products.
- Utilize LLMs, knowledge graphs, traditional NLP methods, and custom models to provide document set comprehension capabilities and facilitate insight extraction.
- Focus on complex legal and regulatory language within the GRC industry, ensuring accurate and relevant model outputs.
- Implement and fine-tune models using Python and PyTorch, leveraging AWS infrastructure.
- Document and communicate your approach, progress, and results to the broader team.
- Staying up-to-date with the latest research and developments in the field of machine learning and AI.
- [Staff/Senior] Lead and oversee research projects, design and analyze experiments, build evaluation frameworks to measure the quality of our solutions.
- Proficiency in Python, NumPy, scikit-learn, Pandas, NLTK, spaCy, PyTorch, or similar.
- 2-5 years of relevant experience
- Experience with model deployment and scaling.
- Strong foundational knowledge in NLP, machine learning, and statistical modeling.
- Proficiency in building ML/AI pipelines and relevant tools such as MLFlow, AWS SageMaker, or similar.
- Hands-on experience with LLMs including prompt engineering, fine-tuning, model evaluation, and building RAG-based functionality.
- Experience with semantic search and information retrieval systems.
- Familiarity with reinforcement learning methods.
- Bachelor’s degree in Computer Science, Machine Learning, Mathematics, or a related field.
- Master’s or PhD preferred.
- Strong analytical and problem-solving skills.
- Excellent communication and collaboration abilities.
- Self-motivated with a proactive approach to project management.
- Ability to work effectively in a hybrid or remote environment.
What Diligent Offers You
- Creativity is ingrained in our culture. We are innovative collaborators by nature. We thrive in exploring how things can be differently both in our internal processes and to help our clients
- We care about our people. Diligent offers a flexible work environment, global days of service, comprehensive health benefits, meeting free days, generous time off policy and wellness programs to name a few
- We have teams all over the world. We may be headquartered in New York City, but we have office hubs in Washington D.C., Vancouver, London, Galway, Budapest, Munich, Bengaluru, Singapore, and Sydney.
- Diversity is important to us. Growing, maintaining and promoting a diverse team is a top priority for us. We foster and encourage diversity through our Employee Resource Groups and provide access to resources and education to support the education of our team, facilitate dialogue, and foster understanding.
Headquartered in New York, Diligent has offices in Washington D.C., Baltimore, London, Galway, Budapest, Vancouver, Bengaluru, Munich, and Sydney.
We are a drug free workplace. Diligent is proud to be an equal opportunity employer. We do not discriminate based on race, color, religious creed, sex, national origin, ancestry, citizenship status, pregnancy, childbirth, physical disability, mental disability, age, military status, protected veteran status, marital status, registered domestic partner or civil union status, gender (including sex stereotyping and gender identity or expression), medical condition (including, but not limited to, cancer related or HIV/AIDS related), genetic information, or sexual orientation in accordance with applicable federal, state and local laws. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. See also Diligent's EEO Policy and Know Your Rights. We are committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, you may contact us at recruitment@diligent.com.
To all recruitment agencies: Diligent does not accept unsolicited agency resumes. Please do not forward resumes to our jobs alias, Diligent employees or any other organization location. Diligent is not responsible for any fees related to unsolicited resumes.
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