Description : *The ideal candidate should have expertise in researching, developing, and testing machine learning models for time series data analysis, anomaly detection, forecasting, and autoscaling.
The primary responsibilities include developing and implementing scalable algorithms and models to analyze enormous amounts of time series data, detect anomalies and forecast trends.
Top Skills' Details *1. Master or Ph.D. degree in Computer Science, Electrical Engineering, Mathematics, Statistics, or a related field.
2. 5+ years of experience in researching / scoping / testing scalable distributed machine learning systems. Research experience in algorithm development.
3. Expertise in Python programming and machine learning libraries such as PyTorch, Scikit-learn, and Pandas.4. Strong understanding of time series models such as ARIMA, SARIMA, Prophet, and LSTM, and experience in building custom models.
5. Experience with anomaly detection techniques*Responsibilities : *
- Develop and implement machine learning models and algorithms for time series data analysis, anomaly detection, forecasting, and autoscaling.
- Develop high quality and scalable distributed machine learning systems for ML pipelines (training, modelops, and hosting) and APIs.
- Work with large datasets, preprocess and clean the data, and perform exploratory data analysis to extract insights and patterns.
- Design and develop scalable and efficient algorithms and models that can handle enormous amounts of data and provide real-time results.
- Evaluate the performance of the models using appropriate metrics and fine-tune the parameters to improve accuracy and efficiency.
- Collaborate with other teams to integrate the models into production systems and continuously monitor and improve performance.
About TEKsystems : We're partners in transformation. We help clients activate ideas and solutions to take advantage of a new world of opportunity.
We are a team of 80,000 strong, working with over 6,000 clients, including 80% of the Fortune 500, across North America, Europe and Asia.
As an industry leader in Full-Stack Technology Services, Talent Services, and real-world application, we work with progressive leaders to drive change.
That's the power of true partnership. TEKsystems is an Allegis Group company. The company is an equal opportunity employer and will consider all applications without regards to race, sex, age, color, religion, national origin, veteran status, disability, sexual orientation, gender identity, genetic information or any characteristic protected by law.
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