Machine Learning Engineer (Remote)

Blue Orange Digital; São Paulo; Teletrabalho; BRL 120.000 - 160.000; Tempo integral

Resumo da oferta

A leading company in data transformation seeks a Machine Learning Engineer to join their AI team. This role involves developing scalable ML frameworks and collaborating with teams to implement innovative solutions. Candidates should have strong experience in Python and big data technologies, with a focus on delivering impactful data-driven outcomes.

Serviços

Fully remote

Flexible Schedule

Unlimited Paid Time Off (PTO)

Paid parental/bereavement leave

Worldwide recognized clients

Top-notch team to learn and grow with

Qualificações

• 3+ years of industry experience as a hands-on practitioner of machine learning engineering.
• Experience with common data science algorithms and processes.
• Knowledge of retrieval-augmented generation (RAG) methodologies.

Responsabilidades

• Develop and maintain a scalable machine learning framework for data science products.
• Collaborate with cross-functional teams to design Gen AI solutions.
• Evaluate and select appropriate algorithms and methodologies.

Conhecimentos

Problem-solving

Critical thinking

Communication

Formação académica

Bachelor’s degree in computer science, engineering, or a related field

Ferramentas

Python

PySpark

SQL

Hadoop

Spark

AWS

Azure

GCP

TensorFlow

Pytorch

Descrição da oferta de emprego

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Company overview:

Blue Orange Digital is a cloud-based data transformation and predictive analytics development firm with offices in NYC and Washington, DC. From startups to Fortune 500’s, we help companies make sense of their business challenges by applying modern data analytics techniques, visualizations, and AI/ML. Founded by engineers, we love passionate technologists and data analysts. Our startup DNA means everyone on the team makes a direct contribution to the growth of the company.

Company overview:

Blue Orange Digital is a cloud-based data transformation and predictive analytics development firm with offices in NYC and Washington, DC. From startups to Fortune 500’s, we help companies make sense of their business challenges by applying modern data analytics techniques, visualizations, and AI/ML. Founded by engineers, we love passionate technologists and data analysts. Our startup DNA means everyone on the team makes a direct contribution to the growth of the company.

Position overview:

Our Client’s AI team is bringing together data, tech, and data science to build game-changing products and services to accelerate impact with their customers. We are looking for a Machine Learning (ML) Engineer to join their AI Team and support the development of products that serve the needs of their customers, including those in the financial services.

The team is tackling key questions, like - How to ensure successful adoption, integration, and utilization of our ML/AI solutions by our clients and internal teams? How to increase the rigor and scalability of our products to unlock maximum value for our business?

As a growing team, we embrace a start-up mentality while operating in a large organization. We value speed, agility, and impact – and our results and ways of working are transforming the culture of the larger organizations around us. The candidate will have excellent communication skills to collaborate with technical and non-technical stakeholders effectively.

At Blue Orange, you'll have the opportunity to work on cutting-edge projects, leveraging modern machine-learning and AI techniques to deliver tangible business outcomes and drive innovation in our data-driven solutions.

Note: Please submit your resume in English, as all application materials must be in English for review and consideration.

Responsibilities:

• Develop and maintain a scalable machine learning framework for data science products
• Work closely with our data scientists to pilot our products with beta customers
• Collaborate with cross-functional teams to understand business requirements and design Gen AI solutions that address complex challenges
• Evaluate and select appropriate algorithms and methodologies to solve specific problems and optimize performance
• Lead the refinement and iteration of prompt engineering techniques to enhance the effectiveness and efficiency of Gen AI systems
• Experiment with retrieval-augmented generation (RAG) approaches to improve the relevance and coherence of AI-generated outputs
• Work closely with software engineers and AI researchers to integrate prompt engineering and RAG components into production systems and ensure seamless deployment
  
  
  

Requirements:

• Experience with common data science algorithms and processes (e.g., xgboost, hyperparameter tuning)
• Advanced knowledge in Python/PySpark and SQL
• Experience working with big data technologies (e.g., Hadoop, Spark) and cloud platforms (e.g., AWS, Azure, GCP)
• Experience with prompt engineering techniques and experience in refining and iterating on prompts for AI models
• Knowledge of retrieval-augmented generation (RAG) methodologies and experience in implementing RAG-based approaches for text generation tasks
• Interest or previous experience in financial services and/or credit modeling
• Excellent problem-solving skills, critical thinking abilities, and attention to detail
• Effective communication skills and the ability to collaborate effectively in a team environment
• 3+ years of industry experience as a hands-on practitioner of machine learning engineering
• Proven experience with Gen AI systems
• Bachelor’s degree in computer science, engineering, or a related field
• Preferred qualifications:
• Advanced degree in a relevant field.
• Publications in relevant AI/ML communities and journals.
• Deep Learning Expertise Tensorflow and/or Pytorch
• Experience Fine-tuning OpenSource LLMs and deploying them.
• Great Expectations and/or DBT is a plus.
  
  
  

Benefits:

• Fully remote
• Flexible Schedule
• Unlimited Paid Time Off (PTO)
• Paid parental/bereavement leave
• Worldwide recognized clients to build skills for an excellent resume
• Top-notch team to learn and grow with
  
  
  

Salary: USD $6950 - $7700 (monthly salary range)

Background checks may be required for certain positions/projects.

Blue Orange Digital is an equal-opportunity employer.

Seniority level

• Seniority level

  Mid-Senior level

Employment type

• Employment type

  Contract

Job function

• Job function

  Engineering and Information Technology

• Industries

  IT Services and IT Consulting

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