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Lead Data Science Engineer - Threat Detection

AppOmni

AppOmni

This job is no longer accepting applications

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Data Science
United States · Remote
Posted on Monday, December 11, 2023

Job Overview:

We are seeking a highly skilled and experienced Lead Data Scientist to join our dynamic team of security experts and engineers. As the Lead Data Scientist, you will play a critical role in identifying security risks through advanced data analytics techniques. Your expertise will drive the optimization of data processing and transformation pipelines, ensuring the extraction of valuable insights. Your responsibilities will encompass a wide range of tasks, from proposing innovative research ideas to deploying and maintaining high-performing machine learning models for real-world applications. This senior-level position requires a self-motivated individual who can work independently and possess excellent communication skills to mentor and elevate the entire engineering organization in data science principles. You will work beside the Threat Detection team adopting complex use cases into verifiable, production ready models to surface malicious activity across our customer’s SaaS integrations.

Responsibilities:

  • Collaborate with cross-functional teams, including seasoned security researchers and engineers, to leverage data analytics for identifying and mitigating security risks.
  • Lead the design and implementation of data processing and transformation pipelines to optimize data for enhanced insights and analysis.
  • Engage in cutting-edge research by proposing novel ideas, conducting literature reviews, prototyping algorithms, performing tests, and documenting research findings.
  • Take ownership of deploying efficient machine learning models and algorithms into real-world environments, ensuring seamless integration and functionality.
  • Continuously monitor and enhance the performance of models in production, making necessary improvements and adjustments as required.
  • Provide mentorship and guidance, sharing best practices, technical expertise, and fostering professional growth across the engineering organization.
  • Act as a subject matter expert within the organization, offering insights into advanced data science techniques and their application to security challenges.
  • Collaborate with engineering and product teams to define project goals, requirements, and success criteria.
  • Stay current with industry trends, advancements, and emerging technologies in data science, machine learning, and security domains.

You Have

  • Advanced degree (Ph.D. or Master's) in a relevant field such as Computer Science, Data Science, Machine Learning, or a related quantitative discipline.
  • Proven track record of at least 5 years leading data science initiatives, including hands-on experience with research, algorithm development, and model deployment.
  • Expertise in data processing, transformation, and analysis, utilizing tools such as Python, R, SQL, etc.
  • Strong background in machine learning, statistical analysis, and data visualization.
  • Experience with security analytics, anomaly detection, or threat identification is highly desirable.
  • Proficiency in developing and deploying machine learning models using libraries like TensorFlow, PyTorch, or scikit-learn.
  • Demonstrated ability to work independently, drive projects to completion, and effectively prioritize tasks in a fast-paced environment.
  • Excellent communication skills, with the ability to convey complex technical concepts to both technical and non-technical stakeholders.
  • Previous experience mentoring or leading a team of data scientists is a plus.
  • A portfolio of previous research projects, publications, or contributions to open-source data science projects is advantageous.
  • Familiarity with cloud platforms (e.g., AWS, Azure, GCP) and containerization technologies is beneficial.

We have

A flexible, remote-first company with a team of talented individuals who love answering questions, guided by a high bar for quality and commitment to self-improvement and personal growth. An open mind for new ideas and methodologies, offering competitive salary and benefit options and opportunities and support for massive career growth.

Culture

We believe in cultivating excellence - within ourselves and in the work that we do. Our team of customer-centric, data-driven experts is brought together by the shared passion to create tools for the greater good. Our tribe is determined to make a difference, to positively impact our way of life by securing the technology that is changing the world.

We believe in being a trusted and transparent partner to our customers. We are fervent about providing them with high-quality, usable, and dependable software focused on the human experience, built out of a culture of competition and a deep understanding of their needs and goals.

We value our people and know that wellness and a healthy work/life balance enable you to thrive and bring us your best. An autonomous schedule, flexible commute, and freedom from punching a clock mean you are empowered to enjoy life, work when inspired, and be available when needed.

About AppOmni

AppOmni is a leading provider of SaaS Security Management software. The company was founded by a team of security veterans from top SaaS providers and cybersecurity vendors, and its customer base includes global leaders across technology, healthcare, banking, and finance, as well as many of the most well-known cybersecurity providers.

AppOmni's patented technology scans APIs, security controls, and configuration settings to compare the current state of enterprise SaaS deployments against best practices and business intent. The solution offers fast deployment and instant visibility and makes it easy for security and IT teams to secure their entire SaaS environment from each vendor to every end user. As SaaS applications evolve, AppOmni stays current with all updates and releases to keep customer environments secure.

https://appomni.com/about/

AppOmni is an equal-opportunity employer. Applicants will not be discriminated against because of race, color, creed, sex, sexual orientation, gender identity or expression, age, religion, national origin, citizenship status, disability, ancestry, marital status, veteran status, medical condition, or any protected category prohibited by local, state or federal laws.

This job is no longer accepting applications

See open jobs at AppOmni.