Senior Data Scientist, Deep Learning Forecasting
1 week ago
Summary:We are seeking a highly skilled and experienced Senior Data Scientist to join our team. The ideal candidate will be a hands-on expert in developing and deploying deep learning-based forecasting models at scale. You will be responsible for the entire model lifecycle, from ideation and data preparation to model training, deployment, and monitoring in a production environment. This role requires a deep understanding of time series analysis, a passion for building innovative solutions, and the ability to work with large, complex datasets.Responsibilities:Design, develop, and implement state-of-the-art deep learning forecasting models to solve critical business problems.Lead the entire model development lifecycle, including data cleaning, feature engineering, model selection, training, and validation.Build scalable and robust forecasting solutions capable of handling massive, high-dimensional time series data.Select and apply appropriate deep learning architectures for time series, such as LSTMs, GRUs, and Transformers.Utilize and evaluate various forecasting libraries and frameworks like Neural Forecast, GluonTS, TSAI, TSLib, Merlion, PyTorch Forecasting, Darts, Orbit and others.Collaborate with data engineers to build and maintain the necessary data pipelines and infrastructure for large-scale model training and deployment.Perform rigorous model evaluation using appropriate time series-specific techniques like walk-forward validation and backtesting.Communicate complex technical concepts and model performance to both technical and non-technical stakeholders.Stay up-to-date with the latest research and advancements in deep learning for time series forecasting.Required Qualifications:Hands-On Experience ON LARGE DATASETS is a Must: Proven track record of building and deploying deep learning models in a production environment. Please be prepared to discuss specific projects and your role in them.Deep Learning for Time Series: Extensive experience with deep learning architectures tailored for time series data (e.g., LSTMs, GRUs, and especially Transformer-based models like Temporal Fusion Transformer, Autoformer, or PatchTST).Programming Proficiency: Expert-level proficiency in Python and its data science ecosystem (Pandas, NumPy, Scikit-learn).Forecasting Libraries: Hands-on experience with at least two of the following libraries:TSLibPyTorch ForecastingDartsNeuralforecastGluonTSTSAIMerlionFBProphetPytorch ForecastingOrbitFrameworks: Strong experience with deep learning frameworks such as PyTorch or TensorFlow.Scalability: Demonstrated ability to build and train models at scale, including experience with global models and distributed computing.Statistical and Analytical Skills: Solid understanding of time series statistics, including seasonality, trends, and autocorrelation.Collaboration & Communication: Excellent communication skills with the ability to work effectively in a cross-functional team.Preferred Qualifications:Advanced degree (M.S. or Ph.D.) in a quantitative field such as Computer Science, Statistics, Mathematics, or a related discipline.3 years experience in the forecasting domain.
-
Bangalore, India Couture.ai Full timeSummary: We are seeking a highly skilled and experienced Senior Data Scientist to join our team. The ideal candidate will be a hands-on expert in developing and deploying deep learning-based forecasting models at scale. You will be responsible for the entire model lifecycle, from ideation and data preparation to model training, deployment, and monitoring in...
-
bangalore, India Couture Full timeSummary:We are seeking a highly skilled and experienced Senior Data Scientist to join our team. The ideal candidate will be a hands-on expert in developing and deploying deep learning-based forecasting models at scale. You will be responsible for the entire model lifecycle, from ideation and data preparation to model training, deployment, and monitoring in a...
-
Bangalore Division, India Couture.ai Full timeSummary: We are seeking a highly skilled and experienced Senior Data Scientist to join our team. The ideal candidate will be a hands-on expert in developing and deploying deep learning-based forecasting models at scale. You will be responsible for the entire model lifecycle, from ideation and data preparation to model training, deployment, and monitoring in...
-
Senior Data Scientist, Deep Learning Forecasting
2 weeks ago
bangalore district, India Couture.ai Full timeSummary: We are seeking a highly skilled and experienced Senior Data Scientist to join our team. The ideal candidate will be a hands-on expert in developing and deploying deep learning-based forecasting models at scale. You will be responsible for the entire model lifecycle, from ideation and data preparation to model training, deployment, and monitoring in...
-
Senior Data Scientist
2 weeks ago
bangalore, India Enable Data Incorporated Full timeEnable Data Incorporated is looking for a talented and experienced Senior Data Scientist to join our innovative team. In this role, you will be responsible for driving data science initiatives, developing predictive models, and providing insights that guide key business decisions. The ideal candidate has a strong background in statistical analysis, machine...
-
Senior Data Scientist
2 weeks ago
bangalore, India Digivance Solutions Full timeRole: Senior Data Scientist Work Mode: RemoteYear of Experience: 5 - 7 YearsGood To Have Skills: CommunicationMust Have Skills: Data science, Transportation, OptimizationExternal DescriptionWe are seeking a highly experienced and domain-focused Senior Data Scientist to lead advanced analytics and machine learning initiatives with transportation and logistics...
-
Data Scientist
3 days ago
Bangalore, India ACL Digital Full timeKey Responsibilities: Apply advanced forecasting methodologies to estimate sales and revenue for newly launched and pipeline pharmaceutical products (Demand Forecasting good to have skills). Incorporate financial modelling and corporate finance principles into forecasting frameworks to support long-term strategic planning. Develop robust, data-driven models...
-
Senior Data Scientist
1 week ago
Bangalore, Karnataka, India Impact Analytics Full timeCreate an impact with a B2B SaaS product company and change the face of enterprise analytics Title Employment Type and Location Senior Data Scientist Full time employment Bangalore The impact that you will be making As a senior data scientist you will help us discover the information hidden in vast amounts of data and help us make smarter decisions to...
-
Senior Data Scientist
1 week ago
bangalore, India Digivance Solutions Full timeRole: Senior Data Scientist Work Mode: Remote Year of Experience: 5 - 7 Years Good To Have Skills: Communication Must Have Skills: Data science, Transportation, Optimization External Description We are seeking a highly experienced and domain-focused Senior Data Scientist to lead advanced analytics and machine learning initiatives with transportation and...
-
Senior Data Scientist
7 days ago
bangalore, India Fastenal Full timeJob Description: We are seeking a highly skilled and experienced Senior Data Scientist to join our team. The ideal candidate will have a strong background in data science, machine learning, and statistical analysis. As a Senior Data Scientist, you will be responsible for leading data-driven projects, developing predictive models, and providing actionable...
