Experienced Full Stack Data Engineer – Conversational AI and Machine Learning Operations
Are you a highly skilled data engineer with a passion for conversational AI and machine learning operations? Do you have a strong background in software development, data analysis, and cloud computing? If so, we invite you to join blithequark's innovative team as an Experienced Full Stack Data Engineer – Conversational AI and Machine Learning Operations.
About blithequark
blithequark is a leading healthcare and retail company that has been serving communities for over a century. With a legacy of innovation and a commitment to making a positive impact on people's lives, blithequark has grown to become one of the largest and most respected companies in the industry. Our mission is to make more joyful lives through better health, and we're looking for talented individuals like you to help us achieve this vision.
Job Summary
As an Experienced Full Stack Data Engineer – Conversational AI and Machine Learning Operations, you will be responsible for designing, developing, and deploying conversational AI and machine learning models that drive business growth and improve customer experiences. You will work closely with cross-functional teams to integrate AI and machine learning capabilities into our cloud-based platforms and embedded systems. Your expertise in data engineering, software development, and cloud computing will enable us to deliver high-quality, scalable, and secure solutions that meet the evolving needs of our customers.
Key Responsibilities
* Drive the coordination and democratization of new technologies that acquire agility and productivity in data analysis methods
- Enhance models for deployment on cloud platforms and embedded systems
- Plan and develop AI models using the latest advancements
- Work on NLP and AI engineering design, prototyping, QA/testing, and improving existing AI models
- Maintain model variants and metadata
- Develop production-level software for AI infrastructure (data pipelines, testing frameworks, model management, MLOPS)
- Upgrade models for execution and versatility (for better latency and throughput)
- Monitor model performance, maintenance, and investigation
- Design and validation of ideas for testing the latest AI and NLP, voice handling advancements. Perform A/B testing of candidate models
- Work with developers and data scientists to integrate ML models into production systems on the cloud and in embedded systems
- Stay up-to-date with the latest advancements in AI and related fields
- Uphold all undertakings in the Focus of Excellence and contribute to high-impact issues
- Execute effective training methodologies and incorporate models into production systems
Essential Qualifications
* Bachelor's degree in Computer Science, Data Science, or related field
- At least 2 years of experience in conversational AI, NLP, or related field
- Mastery in programming languages such as SQL, Python, deep learning, PyTorch, TensorFlow
- Experience in automated deployment of trained AI models on cloud platforms
- Experience in conversational AI, NLP, voice-to-text processing, speaker ID, sentiment analysis, and translation
- At least 1 year of direct leadership, indirect leadership, or cross-functional team leadership experience
- Ability to travel up to 10% of the time for business purposes (within state and out of state)
Preferred Qualifications
* Master's degree, Ph.D., or related field in Software Engineering, Linguistics, or Cognitive Science
- Experience in research, representation, and interpretation of model results
- Experience with subtlety conversational AI software, conversational AI software, and voice biometrics software
- Working experience with cloud platforms like Azure and Google Cloud/Google Cloud Platform. MLOps-related experience for production workflow
- Familiarity or proficiency in Spanish
- Experience in retail or healthcare industry
- Group management experience
Work Environment and Company Culture
blithequark is committed to creating a diverse and inclusive work environment that fosters innovation, creativity, and collaboration. Our company culture values employee growth and development, work-life balance, and community involvement. As a member of our team, you will have access to cutting-edge technology, ongoing training and development opportunities, and a comprehensive benefits package.
Compensation and Benefits
The actual compensation a representative can expect to receive, in addition to any reward in accordance with the details of any reward plan if relevant, will depend on experience, position, geographic location, and other variables allowed by law. To review benefits, please visit jobs.blithequark.com/benefits.
How to Apply
If you are a motivated and talented data engineer with a passion for conversational AI and machine learning operations, we encourage you to apply for this exciting opportunity. Please submit your application, including your resume, cover letter, and any relevant documents, through the link below. Apply Job!
Equal Opportunity Employer
blithequark is an equal opportunity employer, including disability/veterans. Apply for this job