Nirvana Enterprises Llc
Data Scientist
Location
Plano, TX, 75074
Job Type
Contractor
Date Posted
27 November 2025
Job Description
Responsibilities
- Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.
- Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.
- Assess the effectiveness and accuracy of new data sources and data gathering techniques.
- Develop custom data models and algorithms to apply to data sets.
- Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes.
- Develop company A/B testing framework and test model quality.
- Coordinate with different functional teams to implement models and monitor outcomes.
- Develop processes and tools to monitor and analyze model performance and data accuracy.
Required Skills
- Strong problem solving skills with an emphasis on product development.
- Knowledge of a variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.
- Knowledge of advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) and experience with applications.
- Knowledge and experience in statistical and data mining techniques.
Required Experience
- Experience using statistical computer languages (R, Python, SLQ, etc.) to manipulate data and draw insights from large data sets.
- Experience working with and creating data architectures.
- Experience querying databases and using statistical computer languages: R, Python, SLQ, etc.
- Experience creating and using advanced machine learning algorithms and statistics: regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, etc.
- Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, Gurobi, MySQL, etc.
- Experience working in google cloud.
Education Requirements
- Bachelor’s Degree in Computer Science, Computer Engineering or a closely related field
Equal Employment Opportunity (EEO): All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, or protected veteran status and will not be discriminated against on the basis of disability.
Frequently Asked Questions
In Plano, TX, certifications like Certified Analytics Professional (CAP) and Microsoft Certified: Azure Data Scientist Associate are highly regarded. These credentials demonstrate proficiency in data modeling and cloud tools, giving candidates a competitive advantage in regional hiring trends for data science positions.
The Plano area, part of Dallas-Fort Worth, has a rapidly growing tech scene with increasing demand for data scientists. While competition is rising, opportunities abound, especially for candidates skilled in machine learning and big data analytics, reflecting the region's push toward data-driven business strategies.
Junior data scientists typically focus on foundational programming in Python or R, data cleaning, and basic statistical analysis. Advanced roles demand expertise in deploying machine learning models, working with big data frameworks like Spark, and creating scalable data pipelines, showing clear skill progression.
Data scientists often evolve toward specialized roles such as machine learning engineer, data science manager, or research scientist. With experience, professionals can influence strategic decisions, lead cross-functional teams, and contribute to innovative solutions, highlighting diverse trajectories beyond initial analyst positions.
While data analysts focus on interpreting existing datasets to generate reports, data scientists build predictive models and develop algorithms to forecast trends. Their role involves deeper statistical modeling and programming, enabling businesses like Nirvana Enterprises LLC to leverage data for strategic advantage.
At Nirvana Enterprises LLC, data scientists engage with cutting-edge projects integrating research and analytics. The company fosters a collaborative environment encouraging innovation, providing access to advanced tools and data sources that empower data professionals to solve complex problems in real-world scenarios.
Yes, Nirvana Enterprises LLC promotes ongoing professional development by offering access to workshops, conferences, and specialized training. This commitment helps data scientists stay abreast of evolving methodologies and technologies, enhancing expertise and career growth within the company.
Data scientist salaries in Plano generally range from $85,000 to $120,000 annually, depending on experience and skill set. Entry-level roles may start near $80,000, while seasoned professionals with specialized expertise can command higher compensation reflecting the local market demand.
Python remains the dominant language across US data scientist roles due to its versatility and rich libraries like TensorFlow and scikit-learn. R is also popular for statistical analysis, while SQL proficiency is essential for managing relational databases, aligning with industry-standard expectations.
Data science researchers primarily focus on developing novel algorithms and exploring theoretical aspects, often contributing to academic publications. Associate data scientists are more application-driven, implementing existing models and supporting operational analytics within business contexts.
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