ML/AI Engineers
Adidev Technologies Incabout 1 year ago
San Francisco, California, United States
Remote
Full-time
Junior Level (1-3 years)
Job Description
Position Overview
Adidev is seeking a talented ML/AI Engineer to spearhead the deployment and refinement of advanced machine learning models with a special emphasis on Generative AI. This role is open to US Citizens, Green Card holders, and GC-EAD only (no visa sponsorship). At Adidev Technologies Inc., a premier IT consulting firm working with industry giants like Delta, Google, Apple, Spotify, US Bank, and FedEx, you will craft AI-driven solutions that fuel innovation and solidify our market leadership.
Key Responsibilities
- Architect and refine sophisticated ML models and algorithms, translating complex datasets into actionable solutions.
- Engage in the full lifecycle of data modeling projects, from understanding business requirements to deployment and monitoring.
- Execute comprehensive data analysis, including preprocessing, feature engineering, and leveraging Generative AI algorithms for novel solutions.
- Lead cross-functional collaborations to integrate Generative AI models into our offerings, enhancing product capabilities and user experiences.
- Apply advanced analytical techniques to analyze vast datasets, identifying trends, anomalies, and opportunities for improvement.
- Perform data preprocessing, feature engineering, and algorithm optimization to boost model accuracy and efficiency.
- Conduct exploratory data analysis to extract valuable insights and influence strategic decisions.
- Stay up-to-date with the latest ML trends, tools, and best practices, including AutoML, MLOps, and interpretability frameworks.
- Promote compliance with industry standards and regulatory requirements, emphasizing ethical AI practices.
Required Qualifications
- Proven experience architecting and developing AI or machine learning solutions on platforms such as AWS, Databricks, Azure, Google Cloud, and OpenAI.
- Strong software engineering and/or data engineering background, especially within major cloud environments.
- Hands-on experience with Deep Learning, LLM, Python, TensorFlow, PyTorch, and other AI frameworks.
- Demonstrated experience in putting ML/AI solutions into production and articulating best practices and potential pitfalls.
Benefits & Perks
- Competitive salary range: Based on experience and market value.
- Paid relocation: Pack your bags as relocation expenses are covered.
- Remote assistance: Receive comprehensive support even from afar.
- Regular salary reviews: Periodic evaluations to ensure your compensation reflects your contributions.
Required Skills
PyTorch
TensorFlow
Azure
Google Cloud
Feature Engineering
Generative AI
AutoML
Deep Learning
Python
Data Preprocessing
AWS
Machine Learning
MLOps