Genai Engineer
hace 5 meses
**Company Overview**:
Our Client's global analytics and AI team is accelerating their impact with data, tech, and data science and game-changer products and services. We are looking for a GenAI Engineer to support the development of an AI platform and product in financial services.
Our team is tackling key questions, like - How can we ensure the successful adoption, integration, and utilization of our ML/AI solutions by our clients and internal teams? How can we increase the rigor and scalability of our products to unlock maximum value for our business? This opportunity is in a growing team, a start-up mentality operating in a large organization that values speed, agility, and impact while transforming the culture of the larger organizations around us.
**Position Overview**:
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.
This is a full-time fully remote position for Latin American-based applicants within +/- 2 hours of Eastern Standard Time Zones (NYC). Resume must demonstrate professional English ability.
**Responsibilities**:
- Collaborate with cross-functional teams to understand business requirements and design GenAI 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 GenAI systems.
- Implement scalable and efficient data pipelines to process and transform raw data into usable inputs for AI models.
- 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.
- Stay up-to-date with the latest advancements in prompt engineering, RAG, data science, machine learning, and AI technologies, and explore innovative approaches to enhance GenAI capabilities.
**Requirements**:
- Experience with NLP and LLM-based technologies and frameworks.
- 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.
- Proficiency in programming languages such as Python, PySpark, and SQL.
- Strong understanding of statistical concepts, hypothesis testing, and experimental design.
- Experience working with big data technologies (e.g., Hadoop, Spark) and cloud platforms (e.g., AWS, Azure, GCP).
- Excellent problem-solving skills, critical thinking abilities, and attention to detail.
- Effective communication skills and the ability to collaborate effectively in a team environment.
- Passion for AI and a desire to contribute to the advancement of GenAI technologies.
- Strong problem-solving and analytical skills.
- Self-driven and autonomous.
- Excellent verbal and written communication skills.
- Team player.
- Eagerness to learn and adapt in a fast-paced environment.
- 2+ years of industry experience as a hands-on practitioner of machine learning engineering, and proven experience with GenAI systems.
- Bachelor's degree or higher in Computer Science, Data Science, Statistics, Mathematics, or a related field.
**Preferred qualifications**:
- Advanced degree in a relevant field.
- Publications in relevant AI/ML communities and journals.
- Experience Fine-tuning OpenSource LLMs and deploying them.
- MLFlow, etc. 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 $4750 - $6375 (monthly salary range)
Background checks may be required for certain positions/projects.
Blue Orange Digital is an equal opportunity employer.
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