**Company: SentinelOne Job Description Summary: Tagged as: Industry, Language Modeling, Natural Language Processing, Netherlands, Neural Networks, NLP Job Description: About Us: SentinelOne is defining the future of cybersecurity through our XDR platform that automatically prevents, detects, and responds to threats in real-time. Singularity XDR ingests data and leverages our patented AI models to deliver autonomous protection. With SentinelOne, organizations gain full transparency into everything happening across the network at machine speed – to defeat every attack, at every stage of the threat lifecycle. We are a values-driven team where names are known, results are rewarded, and friendships are formed. Trust, accountability, relentlessness, ingenuity, and OneSentinel define the pillars of our collaborative and unified global culture. We’re looking for people that will drive team success and collaboration across SentinelOne. If you’re enthusiastic about innovative approaches to problem-solving, we would love to speak with you about joining our team! What Are We Looking For? We are continuously expanding the capabilities of SentinelOne…… actively listening to customers and responding to their needs. We are looking for a Staff-level AI / Machine Learning Researcher who will be directly involved in developing our core technology and ensuring we are always staying ahead of cybercriminals. What Will You Do? • You’ll be part of a team of globally distributed AI engineers and researchers, focused on bringing the most recent advances in machine learning technology to help our customers efficiently discover and defeat threats. We’re the team behind products such as PurpleAI (released for general availability in April 2024, see also the latest demo), awarded one of the Top10 hottest cyber products of 2023, and more! • As a ML specialist on the team, you will ideate and create features that will help our engineering teams as well as support our customers by providing better visibility into the health of the endpoints in the field. • You will collaborate across multiple engineering teams to design and build net new capabilities that will be used across SentinelOne’s industry-leading platform. • As we’re extending our team by more new colleagues, your focus may be directed more to either Science side (take functional requirements in ML/AI from ideation to delivery) or Platform side (efficiently deliver models & science systems into production) – depending on your skills, experience & interests. What Skills and Experience Will You Need? • Master’s Degree in any quantitative science or engineering field. Additional or directly relevant experience will be considered in lieu of a degree • 5+ years of experience solving complex problems using modern AI/ML techniques • Experience in designing, training and evaluating models • Experience with collecting, building, and tailoring large datasets for training machine learning models • Comfort-level working cross-functionally across both research and product teams It’d be great if you have experience with / or You’d learn & gain on our team: • Prior experience leading the development of generative models and their applications • Experience in software engineering and with data structures • Experience with endpoint security or OS concepts • Experience with model parallelism for working with large neural network architectures • First-author publications at peer-reviewed AI conferences • Expertise in natural language processing, especially practical experience developing modern, transformer-based language models • Experience developing complex applications leveraging API-based LLMs Why us? Because you will work on real-world problems with risks of millions of dollars (protecting against Ransomware and other threats) and make an impact by preventing our customers from appearing in global news after being attacked. You will be joining a technologically cutting-edge project and will be able to influence the architecture, design, and building of our core platform. You will meet extraordinary challenges and work with the very BEST in the industry. On top of that we offer you • Flexible working hours, this is a remote role based within the Netherlands; we provide optional opportunity to work also hybrid in our WeWork offices in Amsterdam, Strawinskylaan 4117 • Generous employee stock plan in the form of RSUs (restricted stock units), not options; 4 years vesting with 1 year cliff and then quarterly, stock refresh yearly • Yearly bonus depending on the performance of the company, paid out in 2 installments • Global gender-neutral Parental Leave (16 weeks, beyond the leave provided by the local laws) & Grandparent Leave • Volunteering paid day off & Additional paid Company holidays off (e.g. 4 days in 2022) • Global Employee Assistance Program (confidential counseling related to both personal and work life matters) • Udemy Business platform for Hard/Soft skills Training & Support for your further educational activities/trainings • Above-standard referral bonus • DEI&B programs that promote employee resource groups like SentinelWIN (Women Inclusion Network), Blk@S1, Latinos@S1, Pan-Asian@S1, Out@S1 (LGBTQIA+) and Sentinels Who Served & Aditional country-specific benefits & allowances to the Netherlands SentinelOne is proud to be an Equal Employment Opportunity and Affirmative Action employer. We do not discriminate based upon race, religion, color, national origin, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics. SentinelOne participates in the E-Verify Program for all U.S. based roles Company: SentinelOne Qualifications: Language requirements: Specific requirements: Educational level: Level of experience (years): Senior (5+ years of experience) Tagged as: Industry, Language Modeling, Natural Language Processing, Netherlands, Neural Networks, NLP
Company:SentinelOne
Qualifications:
Language requirements:
Specific requirements:
Educational level:
Level of experience (years):Senior (5+ years of experience)
“Fine-tuning” means adapting an existing machine learning model for specific tasks or use cases. In this post I’m going to walk you through how you can fine tune a large language model for sentence similarity using some hand annotated test data. This example is in the psychology domain. You need training data consisting of pairs of sentences, and a “ground truth” of how similar you want those sentences to be when you train your custom sentence similarity model.
Hire an NLP developer and untangle the power of natural language in your projects The world is buzzing with the possibilities of natural language processing (NLP). From chatbots that understand your needs to algorithms that analyse mountains of text data, NLP is revolutionising industries across the board. But harnessing this power requires the right expertise. That’s where finding the perfect NLP developer comes in. Post a job in NLP on naturallanguageprocessing.
Natural language processing What is natural language processing? Natural language processing, or NLP, is a field of artificial intelligence that focuses on the interaction between computers and humans using natural language. NLP is a branch of AI but is really a mixture of disciplines such as linguistics, computer science, and engineering. There are a number of approaches to NLP, ranging from rule-based modelling of human language to statistical methods. Common uses of NLP include speech recognition systems, the voice assistants available on smartphones, and chatbots.
