Senior Data Analyst (Machine Learning/Automation)

Innova Solutions USA - Dallas, TX

Full-time - Mid Level

Dallas, TX

10,001+ employees

Professional, Scientific, and Technical Services

About the position

The Senior Data Analyst (Machine Learning Automation) role at Innova Solutions involves collaborating with business stakeholders and data scientists to identify and prioritize AI/ML use cases. The position focuses on developing solutions in the Azure ML platform, enhancing the CI/CD framework for model testing, and participating in research related to large language models. The analyst will also mentor new hires and support the organization's continual improvement initiatives, ensuring compliance with quality management standards.

Responsibilities

• Collaborate with business stakeholders and data scientists to identify and prioritize AI/ML use cases.
• Understand business use cases and recommend appropriate solutions in the Azure ML platform.
• Develop, maintain, and improve the CI/CD framework for large scale model testing, evaluation, and optimization.
• Assist with process development for document-based and web-based data extraction and natural language processing (NLP).
• Participate in researching large language models (LLMs) and their applications for data.
• Develop novel solutions for automation using AI/ML technology and advancements in the field.
• Use data technology skills to gather and understand large data sets.
• Present summarized procedures, results, and business recommendations.
• Mentor new hires in the team and provide guidance on associated projects.
• Support and participate in the organization's Continual Improvement Program to conform to ISO 9001 and ISO 27001 requirements.

Requirements

• Graduate degree (Master's or above) in Data Science, Computer Science, Management Information Systems, Applied Statistics or related quantitative field from an accredited university and/or equivalent work experience.
• 1+ year work experience specific to model development and deployment in Azure ML platform (CI/CD).
• 2+ years of work experience related to Data Science or engineering preferred.
• Work experience with at least one of the following areas of ML: computer vision, semantic analysis, document processing, and/or speech analysis.
• Proficient in Azure ML Studio functionalities, MLOps pipeline, and computational programming (Python, C++ etc.).
• Well versed with API management and integration with data sources in Azure ML.
• Exposure to related Azure Services such as Azure AI, Data Factory etc. preferred.
• Experience in supervised & unsupervised learning, deep learning, reinforcement learning, time series forecasting, Bayesian statistics, and optimization.
• Ability to manage and manipulate large data sets.
• Ability to interpret data and iterate approaches to identify best ML solutions.
• Demonstrate ownership and responsibility of projects with adequate research skills.
• Demonstrate commitment to continuous learning and development of problem-solving skills.
• Desire to succeed and assume increasing levels of leadership responsibility.
• Ability to work well in a fast-paced environment with excellent verbal and written communication skills.

Benefits

• Medical & pharmacy coverage
• Dental and vision insurance
• 401(k)
• Health saving account (HSA)
• Flexible spending account (FSA)
• Life Insurance
• Pet Insurance
• Short term and Long term Disability
• Accident & Critical illness coverage
• Pre-paid legal & ID theft protection
• Sick time
• Employee Assistance Program (EAP)