Artificial Intelligence Engineer

at EPITEC
Published September 25, 2023
Location Des Moines, IA
Category Default  
Job Type Full-time  

Description

POSITION - ML/AI Engineer/Data Engineer/Software Engineer

POSITION TYPE: W2 Contract, This requisition is for (3) Fully remote positions

**Visa sponsorship is not available, now or in the near future, for this position** - NO C2C/C2H

**Candidates who only have front end development, back end development, or website development are not a good fit for these positions.**

These positions will be working on a team that develops Artificial Intelligence (AI) and Machine Learning (ML) platforms for our client.

These (3) positions will be the platform and data engineers responsible for getting data into a position that can be used with generative AI.

Skill Set Requirements:

Must have a general understanding of Data Engineering to include: basic data wrangling for structured and unstructured data, basic data feature analysis, structured data loading into cloud storage or data lake, and they must be familiar with cracking and chunking unstructured data

Generative AI: looking for candidates who are familiar with all models offered by OpenAI, familiar with opensource foundation models, and who have an understanding of langchain.

Data Serving: experience with types of retrieval mechanisms to support RAG (other than ACS), and demonstrate out of the box thinking on RAG, not just the boilerplate examples published up to this point

Vector Database (DB): should be familiar with embeddings, and have intermediate knowledge of Vector DB Experience with creating Jupyter Notebooks

Must be familiar with Databricks (preferred), or other pipeline tools

Skills that will set you apart:

Python experience and backend AWS API engineering for REST services a plus

Experience with react and frontend engineering is plus

Knowledge of or experience with emerging benchmarking tools for RAG, opensource or vendor

Description: Major Purpose: Works on a product team and supports product design by planning its work, coordinating with others, and writing and testing code to deliver functionality for the complete product or products it supports. This level designs complex/significant parts of a system/sub-system or works on a complete product of a broad scope and solves well-defined problems with little guidance. May act as a work lead, providing technical coaching to other engineers and support personnel; Recognized as an expert user of critical technology; develops new software functionality for product development.

Major Duties:

  • Develops, codes, configures, and tests programs and systems.
  • Evaluates and implements enhancement design solutions to improve cost, quality, and performance of software applications.
  • Analyzes assignments and determines software specifications that must be fulfilled to achieve objectives.
  • Executes necessary documentation, as directed, or needed.
  • Collaborates with other relevant stakeholders and team members to ensure that features meet business needs.
  • Follows industry-standard agile software design methodology for development and documentation.
  • Mentors junior software engineers on the team.

Skills, Abilities, Knowledge:

  • Ability to analyze, translate, and define business requirements into technical solutions.
  • Excellence in verbal and written communication forms with emphasis on persuasive communication, tact and negotiation.
  • Ability to apply engineering principles and concepts for designs.
  • Ability to manage many competing priorities/requests in a fast-paced environment

Education:

  • Degree in an Engineering/Technology discipline or equivalent experience. - University Degree (4 years or equivalent)
  • Degree in an Information Technology discipline or equivalent experience. - University Degree (4 years or equivalent)

Work Experience:

  • Previous experience in programming/software development. (4 - 7 years)
  • Software development processes experience. (4 - 7 years)
  • Product design, test and/or analysis experience. (4 - 7 years)
  • Participating in Agile Development (4 - 7 years)
  • Experience working in an Agile Environment (4 - 7 years)