Full-Time

Genai and LLM Architect

Data

Posted on 3/12/2024

Credera

Credera

501-1,000 employees

Integrates marketing and technology for business transformation.

Consumer Goods
Consulting
Industrial & Manufacturing

Compensation Overview

$137,000 - $165,000Annually

Mid, Senior

Denver, CO, USA

Required Skills
Power BI
Microsoft Azure
Python
Tensorflow
R
Pytorch
Apache Spark
SQL
Tableau
AWS
Natural Language Processing (NLP)
Hadoop
Data Analysis
Google Cloud Platform
Requirements
  • Proven experience in the architecture, design, and implementation of large scale and enterprise grade AI/ML solutions
  • 5+ years of hands-on statistical modeling and/or analytical experience in and industry or consulting setting
  • Master’s degree in statistics, mathematics, computer science or related field (a PhD is preferred)
  • Experience with a variety of ML and AI techniques (e.g. multivariate/logistic regression models, cluster analysis, predictive modeling, neural networks, deep learning, pricing models, decision trees, ensemble methods, etc.)
  • Proficiency in programming languages such as Python, TensorFlow, PyTorch, or Hugging Face Transformers for model development and experimentation
  • Strong understanding of NLP fundamentals, including tokenization, word embeddings, language modeling, sequence labeling, and text generation
  • Experience with data processing using LangChain, data embedding using LLMs, Vector databases and prompt engineering
  • Advanced knowledge of relational and non-relational databases (SQL, NoSQL)
  • Proficient in large-scale distributed systems (Hadoop, Spark, etc.)
  • Experience with designing and presenting compelling insights using visualization tools (RShiny, R, Python, Tableau, Power BI, D3.js, etc.)
  • Passion for leading teams and providing both formal and informal mentorship
  • Experience with wrangling, exploring, transforming, and analyzing datasets of varying size and complexity
  • Knowledgeable of tools and processes to monitor model performance and data quality, including model tuning experience
  • Strong communication and interpersonal skills, and the ability to engage customers at a business level in addition to a technical level
  • Stay current with AI/ML trends and research; be a thought leader in AI area
  • Experience with implementing machine learning models in production environments through one or more cloud platforms: Google Cloud Platform, Azure cloud services, AWS cloud services
Responsibilities
  • Lead project-based teams in a client facing role to analyze large data sets to derive insights through machine learning (ML) and artificial intelligence (AI) techniques
  • Data preparation and analysis using a variety of tools and programming techniques
  • Building and implementing models, and creating and running simulations
  • Deployment of enterprise scale models into a production environment
  • Scoping and estimating work streams, architecting and modeling technical solutions to meet business requirements
  • Serving as a technical expert in client communications
  • Participating in design sessions, provisioning environments, and coaching and leading junior resources on projects

Credera's product integrates marketing and technology to drive business transformation and enhance customer experiences, leveraging deep business acumen and connecting marketing and technology to accelerate business transformation.

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

-3%
INACTIVE