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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. We assist startups to Fortune 500 companies in solving business challenges through modern data analytics, visualizations, and AI/ML. Founded by engineers, we value passionate technologists and data analysts, with a startup culture that encourages everyone to contribute directly to the company's growth.
Position overview: Our AI team integrates data, technology, and data science to develop innovative products and services, especially in financial sectors. We seek a Machine Learning (ML) Engineer to support product development that meets customer needs. The role involves addressing key questions around adoption, integration, and scalability of ML/AI solutions, with a focus on delivering impact and fostering a start-up mentality within a larger organization. Excellent communication skills are essential for collaboration with technical and non-technical stakeholders. Working on cutting-edge projects, you'll leverage advanced machine learning and AI techniques to generate tangible business outcomes.
Responsibilities:
1. Develop and maintain scalable machine learning frameworks for data science products.
2. Collaborate with data scientists to pilot products with beta customers.
3. Work with cross-functional teams to understand requirements and design Gen AI solutions.
4. Evaluate and select algorithms to optimize performance.
5. Refine prompt engineering techniques to improve AI system effectiveness.
6. Experiment with retrieval-augmented generation (RAG) to enhance output relevance.
7. Integrate prompt engineering and RAG components into production systems.
Requirements:
1. Experience with data science algorithms and processes (e.g., xgboost, hyperparameter tuning).
2. Advanced skills in Python/PySpark and SQL.
3. Experience with big data technologies (Hadoop, Spark) and cloud platforms (AWS, Azure, GCP).
4. Proficiency in prompt engineering and RAG methodologies.
5. Interest or experience in financial services and credit modeling.
6. Strong problem-solving, critical thinking, and attention to detail.
7. Effective communication and teamwork skills.
8. 3+ years of industry experience in machine learning engineering.
9. Proven experience with Gen AI systems.
10. Bachelor’s degree in computer science, engineering, or related field.
11. Preferred: advanced degrees, publications, expertise in Deep Learning (TensorFlow/PyTorch), fine-tuning open-source LLMs, and deployment experience.
Benefits:
1. Fully remote work environment.
2. Flexible scheduling.
3. Unlimited Paid Time Off (PTO).
4. Paid parental and bereavement leave.
5. Opportunity to work with worldwide clients and enhance skills.
6. Collaborate with a top-notch team for growth.
Salary: USD $6950 - $7700 per month.
Background checks may be required. Blue Orange Digital is an equal-opportunity employer.
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