Senior Data Scientist- Flex at AKAMAI TECHNOLOGIES SINGAPORE PTE LTD

Tel-Aviv, Tel-Aviv District, Israel -

Full Time

Start Date

Immediate

Expiry Date

25 Jul, 26

Salary

0.0

Posted On

26 Apr, 26

Experience

2 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Data Science, Machine Learning, Pandas, PySpark, SparkML, Sklearn, PyTorch, Generative AI, Agent-based frameworks, Production deployment, Monitoring pipelines, Evaluation pipelines, Cloud notebook environments, Web security, Statistical modeling, Communication

Industry

technology;Information and Internet

Description

Do you enjoy working with huge datasets to develop models and agents to solve complex problems? Are you excited to work with innovative web security products? Join our team! The App&API Security team is responsible for the continuous research and development of the Akamai Web Application Firewall. We serve thousands of large enterprise customers. In this role you will: leading the development of data science aspects in the product, working as part of the multidisciplinary research team. You will be responsible for the development and maintenance of models and agents. Adding innovation and advanced models, and developing DS tools to provide insights and analysis of web security attacks. Responsibilities: * Leading and collaborating on end-to-end projects across the team and with engineering and product partners, from initial concept through to final deployment * Developing working prototypes of statistical/machine learning-based algorithms, evaluating and comparing metrics based on real-world data sets * Developing agentic systems to enhance detections and research paths * Guiding engineering implementations of autonomous security agents * Working closely with security researchers to combine subject matter expertise into the models * Working to integrate security research learnings into the product * Innovating in the web security research and data science space * Providing DS expertise to the wider Akamai web security research group Do what you love To be successful in this role you will: * Have a BS.C degree and at least 4 years of relevant experience in Data Science * Have knowledge in data science (pandas, PySpark, etc.), machine learning (sparkML, sklearn, PyTorch, etc) * Have experience deploying and maintaining machine learning and generative AI systems in production, including agent-based frameworks and monitoring pipelines * Be experienced in building evaluation pipelines to measure the performances and reliability of production models * Be experience in working with cloud notebook environments * Have good communication skills in English Build your career at Akamai Our ability to shape digital life today relies on developing exceptional people like you. The kind that can turn impossible into possible. We’re doing everything we can to make Akamai a great place to work. A place where you can learn, grow and have a meaningful impact. With our company moving so fast, it’s important that you’re able to build new skills, explore new roles, and try out different opportunities. There are so many different ways to build your career at Akamai, and we want to support you as much as possible. We have all kinds of development opportunities available, from programs such as GROW and Mentoring, to internal events like the APEX Expo and tools such as Linkedin Learning, all to help you expand your knowledge and experience here. Learn more Not sure if this job is the right match for you or want to learn more about the job before you apply? Schedule a 15-minute exploratory call with the Recruiter and they would be happy to share more details.

Responsibilities

Lead the development of data science aspects within the web security product, including the creation and maintenance of models and agents. Collaborate with engineering and product teams to deploy statistical and machine learning algorithms that provide insights into web security attacks.