What are the responsibilities and job description for the Data Engineer with AI/ML Experience position at HTC Global Services?
HTC Global Services wants you. Come build new things with us and advance your career. At HTC Global you'll collaborate with experts. You'll join successful teams contributing to our clients' success. You'll work side by side with our clients and have long-term opportunities to advance your career with the latest emerging technologies.
At HTC Global Services our consultants have access to a comprehensive benefits package. Benefits can include Paid-Time-Off, Paid Holidays, 401K matching, Life and Accidental Death Insurance, Short & Long Term Disability Insurance, and a variety of other perks.
Description :
This role will involve the development and maintenance of applications that can ingest data from multiple engineering systems in the backend and provide an AI / ML enabled web front end to provide predictive analytics, automation, and engineering insights.
Skills Required :
Database Management : Work with databases for data storage, retrieval, and management tailored to AI / ML needs.
Strong experience with ETL processes (e.g., using tools like Apache Kafka, Talend, or custom scripts).
Knowledge of various database systems (SQL, NoSQL like MongoDB, Cassandra).
Experience with data warehousing concepts and tools (e.g. Google BigQuery). AI / ML Integration : Incorporate machine learning models into our applications to enhance functionality, including but not limited to natural language processing, image recognition, and predictive analytics.
Experience with frameworks like TensorFlow, PyTorch, or Scikit-learn for model development.
Knowledge of chatbot development platforms like Dialogflow.
Knowledge of frameworks like LangChain and Retrieval Augmented Generation (RAG).
Full Stack Development : Design, develop, and maintain scalable and efficient web applications using modern frameworks (e.g., React, Angular for frontend; Node.js, Django for backend).
Cloud Services : Proficiency in at least one major cloud platform (Google Cloud preferred) for data storage, processing, and hosting AI services.
API Development : Develop RESTful APIs to ensure seamless integration between frontend, backend, and external services.
DevOps : Basic understanding of CI / CD pipelines, containerization (Docker), and orchestration (Kubernetes).
Performance Optimization : Continuously improve application performance through code refactoring, optimization of data pipelines, and tuning of machine learning models.
Skills Preferred :
Collaboration : Work closely with data scientists, product managers, and other developers to conceptualize and execute on project requirements.
Testing and Deployment : Write unit and integration tests, manage CI / CD pipelines, and ensure smooth deployments to production environments.
Documentation : Maintain clear documentation for systems, services, and models to support future maintenance and development.
Experience Required :
- At least 5 years of experience in Data Engineering with a focus on full stack development.
- Proven experience in developing applications with integrated AI / ML features.
Education Required :
Education Preferred :
Our success as a company is built on practicing inclusion and embracing diversity. HTC Global Services is committed to providing a work environment free from discrimination and harassment, where all employees are treated with respect and dignity. Together we work to create and maintain an environment where everyone feels valued, included, and respected. At HTC Global Services, our differences are embraced and celebrated. HTC is an Equal Opportunity Employer. We respect and seek to empower each individual and support the diverse cultures, perspectives, skills, and experiences within our workforce. HTC is proud to be recognized as a National Minority Supplier.
