Application Developer - AI Trainer
DataAnnotation
Full-time
Pittsburgh, PA
Job description
Job Overview
We are seeking a dynamic and innovative Generative AI Engineer to lead the development and deployment of cutting-edge artificial intelligence solutions. In this role, you will harness the power of machine learning, natural language processing, and big data technologies to create sophisticated generative models that drive transformative applications across various industries. Your expertise will enable us to build scalable, efficient, and impactful AI systems that push the boundaries of what’s possible with artificial intelligence. This position offers an exciting opportunity to work at the forefront of AI innovation, collaborating with cross-functional teams to deliver solutions that shape the future of technology.
Duties
- Design, develop, and optimize generative AI models utilizing frameworks such as TensorFlow and other machine learning tools.
- Implement unsupervised learning techniques to enhance model accuracy and robustness for complex data sets.
- Manage large-scale data pipelines using ETL processes, Hadoop, Spark, Talend, and SQL to prepare data for model training and analysis.
- Develop and maintain scalable cloud-based infrastructure on AWS for model deployment and real-time inference.
- Conduct data mining and explore linked data sources to extract valuable insights for model refinement.
- Collaborate with data engineers and data scientists to design database schemas optimized for AI workloads and big data analytics.
- Apply natural language processing (NLP) techniques to develop conversational agents, chatbots, or text generation systems.
- Perform model training, evaluation, tuning, and deployment ensuring high performance and reliability in production environments.
- Utilize programming languages such as Python, Java, C, Bash (Unix shell), VBA, and R for various development tasks.
- Stay updated on advancements in quantum engineering applications relevant to AI innovations and integrate them where applicable.
Skills
- Proven experience with machine learning frameworks like TensorFlow, PyTorch, or similar tools.
- Strong knowledge of AWS cloud services including EC2, S3, Lambda for deploying scalable AI solutions.
- Expertise in natural language processing (NLP) techniques for language modeling and text analysis.
- Proficiency in SQL, Python, Java, C, Bash scripting for data manipulation and algorithm implementation.
- Familiarity with big data tools such as Hadoop, Spark, Talend for managing large datasets efficiently.
- Understanding of database design principles tailored for AI applications and linked data integration.
- Experience with model training workflows including hyperparameter tuning and performance evaluation.
- Knowledge of unsupervised learning algorithms like clustering or dimensionality reduction methods.
- Ability to implement model deployment strategies ensuring seamless integration into existing systems.
- Skills in data mining techniques to uncover patterns within complex datasets for improved model accuracy.
- Familiarity with analytics platforms such as Looker for visualization and reporting of AI insights. Join us as a Generative AI Engineer to shape the future through innovative artificial intelligence solutions!
Pay: $60,000.00 - $80,000.00 per year
Benefits:
- Dental insurance
- Health insurance
- Vision insurance
Work Location: In person