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Senior AI Engineer/Sr. Data Scientist
2 months ago
We are Generac, a leading energy technology company committed to powering a smarter world.
Over the 60 plus years of Generacs history, weve been dedicated to energy innovation. From creating the home standby generator market category, to our current evolution into an energy technology solutions company, we continue to push new boundaries.
There has never been a better time to work for Generac
We are committed to providing sustainable cleaner energy products and technology. This is challenging and rewarding work, and we are looking for individuals who are passionate about being part of a team that will have a positive impact on the climate at scale.
Generac Energy Services is a cutting-edge team that is working to provide end-to-end digital solutions and experiences for customers who are striving to manage increasingly complex portfolios of residential and/or industrial distributed energy resources and who want to leverage the power flexibility of their portfolio into energy markets and utility programs.
As a Data Scientist specializing in Cognitive AI, Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG), you will be responsible for developing and implementing advanced applications, models, and algorithms to extract insights from complex data sets. You will work closely with cross-functional teams to design and execute data-driven solutions and help expand our data science team and enhance our current data science tools and practices. This role requires a strong foundation in programming, expertise in machine learning techniques, and recent experience with Cognitive AI, LLMs, and RAG.
Essential Duties and Responsibilities:
Utilize Cognitive AI techniques to extract meaningful insights and patterns from unstructured data sources.
Leverage Large Language Models (LLMs) to build natural language understanding and generation systems.
Implement Retrieval-Augmented Generation (RAG) approaches to enhance information retrieval and content generation.
Contribute to our data collection, storage, and retrieval strategies.
Work closely with stakeholders to understand business requirements and translate them into technical solutions.
Evaluate and integrate third-party APIs and libraries to enhance model performance and functionality.
Stay updated with the latest advancements in machine learning, Cognitive AI, and NLP (Natural Language Processing) research.
Mentor junior team members and provide guidance on best practices in data science and machine learning.
Minimum Qualifications:
Bachelors degree in Computer Science, Data Science, Statistics, or a related field (advanced degree preferred) or equivalent experience.
5+ years of experience in data science, machine learning, or related roles.
Knowledge, skills, and abilities:
Proficiency in programming languages such as Python, R, or Java, with a strong emphasis on Python.
Demonstrated expertise in machine learning techniques, including deep learning, NLP, and reinforcement learning.
Recent hands-on experience with Cognitive AI, Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG) is highly desirable.
Experience with prompt engineering and
Deep understanding of data preprocessing, feature engineering, and model evaluation techniques.
Experience with Cloud Based Data Science, Machine Learning, and Cognitive AI tools and services.
Strong problem-solving skills and ability to work independently as well as part of a team.
Excellent communication and interpersonal skills, with the ability to explain complex technical concepts to non-technical stakeholders.
Proven track record of delivering high-quality solutions in a fast-paced environment.
Compensation: Generac is committed to fair and equitable compensation practices. The salary range for this role when based in Denver, Colorado is $127,680 to $159,000. This compensation will ultimately be in line with the location in which the position is filled. Final compensation for this role will be determined by various factors such as a candidates relevant work experience, skills, certifications, and geographic location. This role is eligible for variable compensation including short- and long-term incentives. Hybrid work environment is supported, position locations available in Denver, CO.
Physical Demands: While performing the duties of this job, the employee is regularly required to talk and hear; and use hands to manipulate objects or controls. The employee is regularly required to stand and walk. On occasion the incumbent may be required to stoop, bend or reach above the shoulders. The employee must occasionally lift up to 25 pounds. Specific conditions of this job are typical of frequent and continuous computer-based work requiring periods of sitting, close vision and ability to adjust focus. Occasional travel.
We are an equal opportunity employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability status, protected veteran status, or any other characteristic protected by law.
Our success is directly tied to our employees professional growth and personal well-being, combined with strong families and communities. As an inclusive workplace, our employees embrace diversity, celebrate differences, and treat others with equality and respect.
Over the 60 plus years of Generacs history, weve been dedicated to energy innovation. From creating the home standby generator market category, to our current evolution into an energy technology solutions company, we continue to push new boundaries.
As one of the leaders and largest suppliers of power generation equipment and technology, the work we do touches millions of lives. Employees at Generac are encouraged to be innovative and are valued as an integral part of our global team. Our challenging goals develop knowledgeable employees dedicated to helping continue Generacs success. Generac provides individuals the opportunity to work in a fast-paced agile work environment where their work makes a difference in peoples lives and their own.
