Make more Creative Job Post Content< Data Scientist / Engineer
- Responsibilities:
Are you passionate about designing and developing cutting-edge AI systems? Do you have a strong foundation in Machine Learning, Generative AI, and statistical analysis? If so, we want you to join our team to create an innovative Network Operations AI Assistant Expert System.
This exciting opportunity will allow you to shape the future of network operations by leveraging the latest advancements in Generative AI, Machine Learning, and statistical analysis to build systems that revolutionize how we understand and manage network performance.
What You'll Be Doing:
As a Data Scientist / Engineer, you’ll be at the forefront of combining classic Machine Learning techniques with the latest Generative AI technologies to tackle complex problems in network operations. Your expertise will play a critical role in designing AI systems that will assist with monitoring, diagnosing, and optimizing network performance, helping to drive efficiency and improve service delivery.
Key Responsibilities:
- Design & Develop AI Systems: Create innovative AI-driven solutions that support network operations through generative AI, traditional ML, and advanced statistical techniques.
- Implement Machine Learning Models: Build and deploy models using supervised learning, unsupervised learning, and deep learning techniques to solve real-world business challenges.
- Statistical Analysis & Modeling: Perform time series analysis, regression, clustering, hypothesis testing, and other statistical tasks to extract actionable insights from large datasets.
- Integrate Generative AI Models: Deploy large language models (LLMs) and other generative AI models, including integration with APIs, prompt engineering, and optimization.
- Data Wrangling & Preprocessing: Clean, transform, and prepare both structured and unstructured data for AI and GenAI applications.
- Optimization & Fine-Tuning: Apply techniques such as cross-validation, hyperparameter optimization, and model selection to improve model performance.
- Collaborate Across Teams: Work closely with cross-functional teams to ensure smooth system integration, accurate data handling, and impactful AI solutions.
- Clear Communication: Effectively communicate complex AI concepts to both technical and non-technical stakeholders, ensuring transparency and understanding.
What You Bring to the Table:
- Experience: Bachelor's degree and 8+ years of experience in data science, AI engineering, or related fields.
- Machine Learning Mastery: Proven expertise in supervised and unsupervised learning, regression, classification, clustering, and time series analysis.
- Deep Learning Knowledge: Hands-on experience with neural networks, CNNs, RNNs, and deep learning frameworks like TensorFlow and PyTorch.
- Programming Skills: Proficient in Python (essential), with experience using Pandas, NumPy, Scikit-learn, Matplotlib, and Seaborn. Familiarity with R, SQL, and potentially Cypher/GQL for querying complex data sets.
- Generative AI Expertise: Strong understanding of Generative AI and large language models (LLMs), including experience with prompt engineering, model tuning, and integration into data pipelines.
- AI System Integration: Experience deploying AI systems and integrating generative models into production environments, focusing on scalability and reliability.
- Data Visualization & Communication: Expertise in presenting complex data insights through effective visualizations and communicating them to a broad audience.
What We Offer:
- Competitive Salary: $119,000 - $190,000 base salary, depending on experience.
- Bonus Potential: Eligible for a discretionary annual bonus.
- Equity Participation: Stock options and equity plans.
- Comprehensive Benefits: Medical, dental, vision plans, 401(k) with company matching, Employee Stock Purchase Program (ESPP), paid holidays, sick leave, and vacation time.
- Work-Life Balance: Enjoy flexible paid leave and family support benefits.
- Inclusive Environment: We’re an equal opportunity employer and value diversity in our team. Everyone is welcome, and we encourage applicants from all backgrounds to apply.
Why Join Us?
This is an incredible opportunity to shape the future of network operations through the transformative power of AI. You'll be part of a forward-thinking, innovative team working on state-of-the-art technologies to optimize and redefine network management.
If you’re a problem solver with a passion for AI, machine learning, and responsible data science, we want you to be part of our team!
Ready to Apply?If you’re ready to push the boundaries of what’s possible with AI in network operations, apply now and join a team that’s transforming the future of AI.
