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AI/ML Engineer

Velocia

Velocia

Software Engineering, Data Science
Colombia · Argentina
Posted on Saturday, November 11, 2023
Blanc Labs is a preferred partner for global enterprises looking to digitize and automate their operations and build their next generation of digital products and services. Our successful engagement power companies to accelerate digital services and drive adoption and customer growth.
You will play a crucial role in shaping the future of Machine Learning and Data Science requirements of our clients and actively contribute to the success of the AI/ML transformation. Within the Enterprise Data Management Team of our Data & Analytics organization, you will help our business units to design, build, and maintain knowledge-based systems, driven by the vision to enable everyone to effectively find, learn, share, & innovate throughout the enterprise.

Essential Duties and Responsibilities

  • Develop and apply algorithms based on Natural Language Processing, Machine Learning (LLMs like GPT/ChatGPT), & Knowledge Graphs to extract, process & analyze information from unstructured documents
  • Develop and apply algorithms for classifying, extracting, and redacting structured, semi-structured, and unstructured documents.
  • Work in a team with data scientists, data & knowledge engineers, software developers, and product owners to create scalable, reusable and performant data-oriented applications. e.g., document understanding, chatbots, recommender, search
  • Convey technically difficult concepts in a clear and understandable way, translate business needs to technical specifications, and provide guidance for applying natural language processing & machine learning to the management and sales team.
  • Evaluate the latest methods and technologies and support the design of the data & analytics platforms and governance infrastructures
  • Continuously improve quality and performance while owning applications from idea to operations

What You'll Need to Be Successful

  • Bachelor’s degree in computer science, Engineering, or related field (or equivalent experience)
  • At least 1 year of working experience in applying natural language processing in a business-relevant context, in production environments
  • Expert understanding of Natural Language Processing, Machine Learning / Deep Learning as applied to Natural Language (e.g., LLMs)
  • Experience in Intelligent Document Processing classification and extraction algorithms and techniques is a plus.
  • Excellent programming skills in Python, including mastering the standard libraries for NLP, machine learning and data science; knowledge of one other programming language (e.g., Java, JavaScript) is a plus
  • Experience in any search (e.g., based on Elasticsearch, MongoDB), semantic technologies (e.g., Vector Databases), and chatbots is considered a plus - An independent, solution-oriented and team-oriented way of working, not afraid to take on responsibility
  • Strong desire to learn & upskill at the intersection of data, science & industry Experience with the following is welcome and considered a plus
  • Cloud technologies like Microsoft Azure (e.g., Databricks, Azure DevOps, Azure ML) - CI/CD using e.g., git, Jira, docker, Azure MLOps
  • Agile software development using Scrum/Kanban
Blanc Labs is enabling a digital future. Headquartered in Toronto, we partner with clients in North & South America to digitize and automate their operations and build their next generation of digital products and services. We empower clients to enhance their digital offerings and bring creative solutions to the market faster. Learn more at www.blanclabs.com.
Blanc Labs is an equal opportunity employer and is committed to providing employment in accordance with the Ontario Human Rights Code and the Accessibility for Ontarians with Disabilities Act. Accommodations within reason due to a disability or medical need are available on request for candidates taking part in the recruitment process.