Highly Skilled AI Machine Learning Systems Engineer Wanted

hace 1 día

Cúcuta, Norte de Santander, Colombia AI Fund A tiempo completo
About AI Fund

AI Fund is a cutting-edge venture studio that partners with entrepreneurs to build innovative companies rapidly and increase their chances of success. Backed by prominent investors such as Greylock, NEA, and Sequoia, we are spearheaded by industry leaders like Andrew Ng, Co-Founder of Coursera and Co-Founder/Head of Google Brain.

Job Title: Experienced Machine Learning Engineer

We are seeking an exceptionally talented Machine Learning Engineer to join our technical team. This individual will be responsible for designing and developing production-ready machine learning solutions from start to finish. The successful candidate will work closely with the team to translate business ideas into actionable technical solutions, build data pipelines, train models, and analyze performance in a production environment.

Main Responsibilities:
  • Design and Develop Production-Ready Solutions: Lead the development of new machine learning models that transform various datasets and use cases into actionable insights. Apply fundamental machine learning concepts to iterate quickly, debug model-related issues, and develop innovative techniques to handle unique cases for each customer.
  • Data Analysis and Processing: Understand and analyze data as a critical component of our machine learning projects. Build pipelines and processes for data cleaning and organization, and develop tools to facilitate data analysis. Identify areas where models are underperforming and propose effective solutions based on your analysis.
  • Staying Current with Advances in Machine Learning and Generative AI: Keep up-to-date with the state-of-the-art in machine learning and generative AI. Continuously integrate relevant advancements into our models and workflows to maintain a cutting-edge technological edge.
Required Skills and Qualifications:
  • Experience: Minimum 3 years of professional experience in designing, training, and deploying machine learning models.
  • Technical Expertise:
    • Strong foundation in computer science, including data structures, algorithms, and design patterns.
    • Expertise in Python, demonstrated by implementing multiple medium to large-scale projects.
    • Proven ability to implement and debug machine learning models.
    • Familiarity with machine learning frameworks and libraries (e.g., scikit-learn, PyTorch, MLFlow).
    • Experience in setting up data pipelines.
    • Experience in developing RESTful APIs.
    • Industry experience with relational databases, SQL, and NoSQL tools.
    • Experience with commercial and open-source Large Language Models (LLMs) and frameworks such as LangChain and LlamaIndex.
    • Educational Background: Bachelor's degree in Computer Science, Mathematics, or a related field.
  • Soft Skills:
    • Excellent communication skills with the ability to engage in in-depth technical discussions with both engineering teams and business stakeholders.
    • Proficiency in English.
    • Self-starter with the ability to work comfortably in an early-stage environment.
Characteristics We Value:
  • Accountability: An obligation or willingness to accept responsibility or to account for one's actions while doing so with the highest regard for integrity.
  • Leadership: Able to influence others to follow you and lead the team to a brighter future.
  • Grit: Able to stick with projects and work hard through good and bad times. High pain tolerance and can perform well under stress or pressure.
  • Scrappy: Takes initiative and proactively gets things done with low resources, but doing creative things, begging, borrowing, and whatever is needed in an ambiguous environment or situation.
  • Ownership Orientation: Demonstrated orientation of extreme ownership over all aspects of the company and extremely results-driven in nature.
Equal Employment Opportunity

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