Search for Senior Data Scientist roles in Waukegan, IL specifically focusing on contract positions, requiring experience with Python programming and large language models, and skilled in version control tools.

Okay, I've searched for Senior Data Scientist roles in Waukegan, IL that are contract positions, requiring Python programming, experience with large language models, and skills in version control tools. I have found 27 positions for you.

Senior Data Scientist

Waukegan, IL

Contract

Python

Large Language Models

Can you help me to analyze the job description and company culture?

Sure. Here's the analysis:

Job Analysis:

The Senior Data Scientist role at Myticas Consulting is fundamentally focused on leveraging advanced data science techniques to generate insights and develop intelligent systems using large language models (LLMs) and retrieval-augmented generation (RAG). The primary responsibilities include programming in Python, developing APIs, and working with the core data science stack. Success in this role means not just technical proficiency, but the ability to create user-friendly and scalable solutions that can be integrated into existing systems. Candidates will need to navigate complex problems related to model deployment and optimization, requiring both autonomous problem-solving and collaboration with cross-functional teams. This implies an expectation for strong communication skills and an ability to translate technical concepts into actionable insights. Overall, the role places high value on practical experience with AI technologies and best coding practices, setting the stage for impactful contributions to the client’s operational efficiency.

Company Analysis:

Myticas Consulting occupies a prominent position in the IT staffing and recruitment industry, known for its dedicated approach to understanding client needs and providing high-quality IT resources. Given its active presence in significant North American cities, the company likely fosters a diverse operational environment that could expose the Data Scientist to various industry sectors—both public and private. The culture emphasizes quality, efficiency, and innovation, reflecting a commitment to continual improvement and customer satisfaction. This orientation suggests a dynamic, collaborative atmosphere where proactive problem-solving is rewarded. For the Senior Data Scientist, this means being part of a supportive team that values expertise along with the ability to adapt and innovate in response to evolving industry demands. The role is strategically aligned with Myticas's larger goal of enhancing operational efficiencies, making it an essential component of their value proposition to clients.

Mock up some interview questions based on the job description.

Absolutely. Here are some mock interview questions that could come up:

Tell me about a time when you had to solve a complex problem using data analysis. What was the problem and how did you approach it?
Can you describe your experience with large language models and how you have implemented them in previous projects?
How do you ensure the code you write is maintainable and well-documented? Can you give an example?
Describe a situation where you had to work with a cross-functional team. How did you ensure effective communication and collaboration?
What techniques do you use for benchmarking AI methods, and how do you determine which metrics to prioritize?
How would you approach developing an API for a machine learning model? What steps would you take?
Imagine you are faced with a situation where your model's performance is not meeting expectations. How would you go about diagnosing and resolving the issue?
If you encountered conflicting requirements from different stakeholders, how would you handle the situation?
Why are you interested in working at Myticas Consulting specifically, and how do you see your skills contributing to the company's mission?
How does your experience with Python and the data science stack prepare you for this role at Myticas?
Can you discuss a time when you had to pivot your project or approach based on new information or feedback?
What aspects of working in a fast-paced consulting environment do you find most appealing or challenging?
What questions do you have for us about the team you would be working with or the projects you would be involved in?
Given the recent trends in AI and data science, which areas do you believe present the greatest opportunities for innovation?
How do you stay current with advancements in data science and machine learning technologies?

Job Details

Overview Company

Senior Data Scientist

Myticas Consulting

8 days ago

Highlight

OnsiteContractorSenior

Summary

Myticas Consulting is seeking a Sr Data Scientist (32508) for a contract opportunity in Waukegan, IL. The role involves working with large language models and retrieval-augmented generation techniques.

About the Role

As a Senior Data Scientist, you will be responsible for Python programming, API development, and integration. You will work with large language models and RAG techniques, develop intelligent agents, and implement few-shot prompting. You will also handle vector databases and ensure software development best practices.

About You

Required:

Proficient in Python programming.
Solid understanding of the core data science stack including pandas, NumPy, and scikit-learn.
Experience with API development and integration using tools such as the requests library and FastAPI.
Experience working with LLMs and retrieval-augmented generation techniques.
Strong grasp of object-oriented programming (OOP).
Proficiency in writing efficient and performant SQL queries.

Preferred:

Hands-on experience with frameworks such as LangChain and LangGraph.
Familiarity with documentation practices including use of docstrings, dataclass, and Pydantic.
Experience benchmarking AI and data science methods, particularly using ranking metrics such as Mean Reciprocal Rank (MRR), Top-k Accuracy, Top-k Precision, and Top-k Recall.

Myticas Consulting

Myticas Consulting is a proven industry-leading IT Staffing and Recruitment organization, with active locations in major North American cities such as Ottawa Ontario, Chicago Illinois, and Atlanta Georgia.

Our large team of IT recruitment and sales professionals have over 50+ years of combined experience providing the highest quality of Telecommunication Engineering, ERP and IT Software Development resources, to both Public and Private sector enterprise level environments.

Here at Myticas, we strive to continually provide unmatched quality of IT resources, that prove to stand the test of time, and go above and beyond all project expectations and deliverables.

The "motto" at Myticas is not only to work with you, but to understand what success really looks like for your organization, and to deliver the IT staffing needs that matter most to increasing both the functionality and efficiency of your environment.

With our evolving expertise in Telecom, ERP, DW/BI and EAI resources, and a guaranteed replacement program for all our partners, the defined win-win scenario has never been presented in a more simple manner.

Waukegan, IL