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Data Engineering Sr. Engineer

Remote:

Full Remote

Experience:

Senior (5-10 years)

Work from:

Colombia

Offer summary

Qualifications:

Proven experience in Python for data handling., Expertise in LLM integrations and AI technologies., Strong knowledge of APIs using FastAPI., Familiarity with JSON, VLLM, and Pydantic..

Key responsabilities:

Develop and maintain high-performance data pipelines.
Integrate AI models and ensure data architecture scalability.

Lean Tech Information Technology & Services SME https://www.leangroup.com/

501 - 1000 Employees

See all jobs

Job description

Description

Company Overview:

Lean Tech is a rapidly expanding organization situated in Medellín, Colombia. We pride ourselves on possessing one of the most influential networks within software development and IT services for the entertainment, financial, and logistics sectors. Our corporate projections offer many opportunities for professionals to elevate their careers and experience substantial growth. Joining our team means engaging with expansive engineering teams across Latin America and the United States, contributing to cutting-edge developments in multiple industries.

We are seeking a highly skilled Data Engineering Sr. Engineer with expertise in Python, LLM integrations, and AI technologies to build and optimize data pipelines, integrate AI models, and ensure scalable, efficient data architecture while collaborating with a diverse, distributed team.

Position Title: Data Engineering Sr. Engineer

Location: Remote - Colombia

What you will be doing:

We are looking for a highly skilled and experienced Senior Data Engineer to join our team. The ideal candidate will have a strong background in Python, LLM integrations, and AI technologies. You will be responsible for building and optimizing data pipelines, integrating various AI models, and ensuring that our data architecture is scalable and efficient. The role requires working collaboratively with a diverse and distributed team, and a strong ability to solve complex data engineering problems. Your responsibilities include:

Develop and maintain high-performance data pipelines using Python.
Integrate large language models (LLM) such as Llama, Gemini, and GPT into data solutions.
Work with AI agents like LangGraph and CrewAI to develop and optimize data workflows.
Utilize tools such as VLLM and Pydantic to enhance data quality and model reliability.
Build and maintain APIs with FastAPI to integrate machine learning models into production environments.
Manage and manipulate large datasets in JSON format.
Machine learning techniques such as Reinforcement Learning from Human Feedback (RLHF) and clustering can be applied to predictive analytics.
Work with Graph Data Science tools, such as Neo4j, to enable advanced analytics.
Collaborate with cross-functional teams, ensuring that data solutions align with business needs.
Contribute to the development of a scalable and efficient data architecture.

Requirements & Qualifications

To excel in this role, you should possess:

Proven experience in Python, with strong knowledge of libraries for data manipulation and integration.
Experience with LLM integrations, including models like Llama, Gemini, and GPT.
Expertise in JSON for data exchange and storage.
Working knowledge of VLLM and Pydantic for data validation.
Strong experience in building APIs using FastAPI.
Familiarity with AI agents like LangGraph and CrewAI, and ability to leverage them for data workflows.
Nice to have: Experience with Galactic API and its integrations.
Nice to have: Knowledge of Machine Learning / MLOps (e.g., RLHF, Clustering) and Graph Data Science (e.g., Neo4j).
Ability to work collaboratively within a distributed team.
Strong communication and problem-solving skills.
Ability to prioritize tasks and manage multiple projects effectively.

Why you will love Lean Tech:

Join a powerful tech workforce and help us change the world through technology
Professional development opportunities with international customers
Collaborative work environment
Career path and mentorship programs that will lead to new levels.

Join Lean Tech and contribute to shaping the data landscape within a dynamic and growing organization. Your skills will be honed, and your contributions will be vital to our continued success. Lean Tech is an equal-opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.