Data Scientist
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Job Location:
Pleasanton, CA - USA
Monthly Salary:
$ 95 - 130
Posted on:
2 days ago
Vacancies:
1 Vacancy
Job Summary
Who We Are & Why Join Us
Avathon is revolutionizing industrial AI with a powerful platform that enables businesses to harness the full potential of their operational data. Our technology seamlessly integrates and contextualizes siloed datasets providing a 360-degree operational view that enhances decision-making and efficiency. With advanced capabilities like digital twins natural language processing normal behavior modeling and machine vision we create real-time virtual replicas of physical assets enabling predictive maintenance performance simulation and operational optimization. Our AI-driven models empower companies with scalable solutions for anomaly detection performance forecasting and asset lifetime extensionall tailored to the complexities of industrial environments.
Cutting-Edge AI Innovation Join a team at the forefront of AI developing groundbreaking solutions that shape the future.
High-Growth Environment Thrive in a fast-scaling startup where agility collaboration and rapid professional growth are the norm.
Meaningful Impact Work on AI-driven projects that drive real change across industries and improve lives.
Learn more at: Avathon
About the Role:
Join us in developing and applyingcutting-edgemachine learning solutions for commercial and industrial applications. As a Data Scientist you will partner with project teams to develop and deliver customer solutions working on challenging problems inforecasting demand planning renewable energy optimization anomaly detection and prescriptive maintenance.
Key Focus Area:We are looking for candidates with strongexpertiseinforecasting and time series analysisto support our growing demand planning power/price forecasting and predictive analytics capabilities.
You will lead all phases of the data science process from data exploration and processing feature selection and engineering modeltrainingand testing to information synthesis and deployment. You will work closely with team members who have deep technical skills and a passion for clean energy and industrial optimization.
You Will:
- Build forecasting modelsfor demand planning power/price prediction and supply chain optimization
- Develop time series modelsusing traditional methods (ARIMA Prophet) and modern ML approaches (LSTM Transformers)
- Partner with project teams in developing and applying MLexpertiseto deliver customer solutions
- Independently and effectively engage with external technical stakeholders and subject matter experts to understand and solve critical business problems through artificial intelligence
- Design and deploy machine learning models for commercial and industrial applications including anomaly detection prescriptive maintenance and optimization
- Lead all phases of the data science process from data exploration feature engineering model training testing and deployment
- Apply data mining techniques statistical analysis and build prediction systems
- Create automated anomaly detection systems and track performance
- Communicate complex technical topics to internal and external stakeholders
YoullHave:
- A strong understanding of Data Science including basic elements of machine learning statistics probability and modeling
- Strong experience with time series analysis and forecasting techniques(ARIMA exponential smoothing Prophet LSTM etc.)
- Quantitative background with experience working with time series data and strong coding skills
- Background in deep learning and neural network architectures for sequence modeling
- Experience with Data Science programming languages: Python (required) RMatlab
- Familiarity with Deep Learning frameworks such as TensorFlow andPyTorch with experience in at least one
- Applied knowledge of ML techniques/algorithms including linear models neural networks decision trees Bayesian techniques clustering and anomaly detection
- 2 years of experience in building machine learning models
- Experience with cloud platforms (AWS GCP or Azure)
- Strong written and verbal communications ability to translate complex technical topics to stakeholders
- Ability to form strong working relationships with team members customers technical teams and executive leadership
- Degree in Computer Science Statistics Physics Mathematics Engineering or a related field
Nice to Have:
- Graduate or Doctorate degree (or 5-8 years of equivalent experience) in one of the fields above
- Experience withone of the following areas:demand forecasting power/price forecasting energy market prediction enterprise forecasting supply demand matching
- Experience with probabilistic forecasting and uncertainty quantification
- Experience and knowledge of renewable energy technologies especially applying data analytics techniques in the domain
- Experience with LLMs RAG systems and generative AI applications
- Exposure to scalable ML model deployment andMLOpspractices
- Experience with knowledge graphs or graph-based analytics
- Prior experience in the energy manufacturing or supply chain industry
- A strong work ethic along with the ability to prioritize and complete all job responsibilitiesin a timely manner
Coding Challenge:
As part of the interview process you will be asked to complete a technical assessment.
Salary: $95k-130k
Avathon is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race color religion sex sexual orientation gender identity national origin age pregnancy genetic information disability status as a protected veteran or any other protected category under applicable federal state and local laws.
Avathon is committed to providing reasonable accommodations throughout the recruiting process. If you need a reasonable accommodation please contact us to discuss how we can assist you.
Required Experience:
IC
Key Skills
- Laboratory Experience
- Immunoassays
- Machine Learning
- Biochemistry
- Assays
- Research Experience
- Spectroscopy
- Research & Development
- cGMP
- Cell Culture
- Molecular Biology
- Data Analysis Skills
About Company
Avathon bridges legacy infrastructure with autonomous systems. Learn how to maximize asset life, enhance safety, and optimize performance with our AI platform.
