Full-Time

LLM Research Engineer

Confirmed live in the last 24 hours

Semperis

Semperis

201-500 employees

Cybersecurity solutions for Active Directory protection

Enterprise Software
Cybersecurity

Mid

Addison, TX, USA

Category
Natural Language Processing (NLP)
AI Research
AI & Machine Learning
Required Skills
PowerShell
Kubernetes
Microsoft Azure
Python
Tensorflow
Pytorch
C#
AWS
Natural Language Processing (NLP)
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
  • Demonstrated experience with machine learning or NLP projects
  • Strong proficiency in Python
  • Working knowledge of C# and PowerShell
  • Experience with data science frameworks (PyTorch, TensorFlow, or similar)
  • 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 undergo digital transformation while ensuring business continuity and resilience against increasing cyber threats.

Company Stage

N/A

Total Funding

$355M

Headquarters

Hoboken, New Jersey

Founded

N/A

Growth & Insights
Headcount

6 month growth

8%

1 year growth

17%

2 year growth

38%
Simplify Jobs

Simplify's Take

What believers are saying

  • Semperis' recognition as one of the best tech companies to work for in 2024 reflects a strong company culture and employee satisfaction.
  • The recent $200M Series C funding led by KKR positions Semperis for accelerated growth and innovation in the cybersecurity space.
  • Strategic appointments, such as Nico Devoti to run the Global Technology Partner Program, enhance Semperis' ability to expand its ecosystem and partnerships.

What critics are saying

  • The departure of key executives, like the former VP of Sales, could disrupt sales momentum and strategic direction.
  • The cybersecurity market is highly competitive, with constant pressure to innovate and stay ahead of emerging threats.

What makes Semperis unique

  • Semperis specializes in protecting Active Directory environments, a niche focus that sets it apart from broader cybersecurity firms.
  • The company's ability to provide uninterrupted visibility into advanced attacks that traditional SIEM systems may miss is a significant competitive advantage.
  • Semperis' financial stability, highlighted by consecutive profitable quarters and substantial growth funding, underscores its resilience in the cybersecurity market.

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