Full-Time

Senior Architect

Genai and LLM, Data

Posted on 5/7/2024

Credera

Credera

501-1,000 employees

Integrates marketing and technology for businesses

Consulting
Industrial & Manufacturing
Consumer Goods

Senior

Denver, CO, USA

Required Skills
Python
Tensorflow
Pytorch
Apache Spark
Natural Language Processing (NLP)
Hadoop
Data Analysis
Requirements
  • 8+ years of proven experience in architecture, design, and implementation of large scale AI/ML solutions
  • Master’s degree in statistics, mathematics, computer science or related field (PhD preferred)
  • Experience with a variety of ML and AI techniques
  • Proficiency in programming languages such as Python, TensorFlow, PyTorch, or Hugging Face Transformers
  • Strong understanding of NLP fundamentals
  • Experience with data processing using LangChain, data embedding using LLMs, Vector databases, and prompt engineering
  • Advanced knowledge of relational and non-relational databases
  • Proficient in large-scale distributed systems (Hadoop, Spark, etc.)
  • Experience with designing and presenting insights using visualization tools
  • Passion for leading teams and providing mentorship
  • Experience with wrangling, exploring, transforming, and analyzing datasets
  • Knowledge of tools and processes to monitor model performance and data quality
  • Strong communication and interpersonal skills
  • Stay current with AI/ML trends and research
  • Experience with implementing ML models in production environments through cloud platforms
Responsibilities
  • Lead project-based teams in a client-facing role
  • Analyze large data sets to derive insights through ML and AI techniques
  • Data preparation and analysis using various tools and programming techniques
  • Building and implementing models, creating and running simulations
  • Deployment of enterprise scale models into production environment
  • Scoping and estimating work streams, architecting and modeling technical solutions
  • Participate in design sessions, provision environments, coach and lead junior resources
  • Serve as a technical expert in client communications

Credera specializes in integrating marketing and technology to accelerate business transformation and enhance customer experiences. By connecting these two vital areas, the company ensures that businesses can adapt quickly to market changes and maintain competitive edge. This focus on practical business acumen within a technically advanced framework makes it a vibrant workplace for those interested in shaping future market trends and improving business performance through advanced technological solutions.

Company Stage

M&A

Total Funding

N/A

Headquarters

Addison, Texas

Founded

1999

Growth & Insights
Headcount

6 month growth

0%

1 year growth

-1%

2 year growth

4%