Full-Time

Applied LLM Research Engineer

Updated on 12/6/2024

Semperis

Semperis

201-500 employees

Cybersecurity solutions for Active Directory protection

Cybersecurity

Mid

Remote in Canada

Category
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Kubernetes
Microsoft Azure
Python
AWS
Development Operations (DevOps)
Linux/Unix
Google Cloud Platform
Requirements
  • Bachelor's degree in Computer Science, Engineering, or related field (Master's preferred)
  • 3+ years of software development experience
  • Strong proficiency in Python
  • Understanding of modern LLM architectures and capabilities
  • Experience with LLM APIs (OpenAI, Anthropic, or similar)
  • Familiarity with prompt engineering and LLM optimization techniques
  • Knowledge of AI security considerations and best practices
  • Strong experience with container orchestration (Kubernetes)
  • Proficiency with major cloud platforms (AWS, Azure, GCP)
  • Solid Linux system administration skills
  • Experience with CI/CD pipelines and DevOps practices
  • Understanding of enterprise security frameworks and compliance requirements
  • Experience with identity and access management systems
  • Knowledge of API security best practices
  • Familiarity with data privacy regulations and implications for AI systems
  • Strong analytical and problem-solving abilities
  • Excellent written and verbal communication skills
  • Ability to explain complex technical concepts to various audiences
  • Self-motivated with strong project management capabilities
  • Collaborative mindset with excellent teamwork skills
Responsibilities
  • Lead research initiatives on state-of-the-art Language Models (GPT-4, Sonnet, LLaMA, etc.)
  • Evaluate and benchmark different LLM providers, APIs, and deployment options
  • Analyze trade-offs between hosted APIs vs. self-hosted models
  • Research security implications and best practices for LLM integration in enterprise environments
  • Stay current with the rapidly evolving LLM landscape and emerging capabilities
  • Develop proof-of-concept applications and MVPs using modern LLM frameworks
  • Design and implement secure API integration patterns
  • Create scalable solutions using container orchestration platforms
  • Optimize model deployment and inference for enterprise-scale requirements
  • Implement proper evaluation metrics and monitoring systems
  • Drive technical decision-making for LLM integration strategies
  • Participate in architecture design sessions and innovation workshops
  • Mentor team members on LLM technologies and best practices
  • Collaborate with security teams to ensure compliance with enterprise standards
  • Document findings, methodologies, and technical specifications

Semperis provides cybersecurity solutions that focus on protecting and recovering Active Directory (AD) environments, which are essential for managing identities and access in organizations. Their products work by automating the recovery processes for AD, helping to minimize downtime and enhance security against complex cyber threats. Unlike many competitors, Semperis offers continuous visibility into advanced attacks by utilizing various data sources, including the AD replication stream, which traditional Security Information and Event Management (SIEM) systems might overlook. The goal of Semperis is to enable large enterprises to securely navigate digital transformation while ensuring business continuity and resilience against increasing cyber threats.

Company Stage

Late Stage VC

Total Funding

$355M

Headquarters

Hoboken, New Jersey

Founded

2013

Growth & Insights
Headcount

6 month growth

8%

1 year growth

17%

2 year growth

38%
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Simplify's Take

What believers are saying

  • Semperis secured $40 million in growth funding after six profitable quarters.
  • The company launched Lightning Intelligence to simplify identity security for hybrid AD environments.
  • Semperis is recognized as a top tech company to work for in 2024.

What critics are saying

  • Increased competition from emerging cybersecurity firms could erode Semperis' market share.
  • Departure of key executives may disrupt sales strategies and client relationships.
  • Reliance on Microsoft Active Directory makes Semperis vulnerable to changes in Microsoft's ecosystem.

What makes Semperis unique

  • Semperis specializes in protecting and recovering Active Directory environments for enterprises.
  • The company offers automated AD recovery processes, reducing downtime and enhancing security.
  • Semperis provides visibility into advanced attacks missed by traditional SIEM systems.

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