142 Decision Trees Jobs - Page 2

Role Overview: You will be joining the Advertising Optimization & Automation Science team at Wayfair as a Senior Machine Learning Scientist based in Bangalore. In this role, you will play a crucial part in building intelligent, ML-powered systems that drive personalized recommendations and campaign automation within Wayfair's advertising platform. Your work will involve collaborating with other scientists, as well as members of internal Product and Engineering teams, to define and deliver capabilities that enhance advertiser outcomes and unlock substantial commercial value. Key Responsibilities: - Design and build intelligent budget, tROAS, and SKU recommendations, as well as simulation-driv...

Role Overview: As a Lead Data Scientist specializing in Text Analytics & GenAI, you will be responsible for designing and implementing cutting-edge solutions to convert unstructured textual data into actionable insights. Collaborating with different teams and clients, you will be applying NLP, NLU, and Generative AI techniques to address a variety of real-world challenges. Key Responsibilities: - Collaborate with business and technical stakeholders to create data-driven solutions using text and language data. - Develop NLP/NLG/NLU models for semantic understanding, entity recognition, and text summarization. - Experiment with and optimize pre-trained LLMs and embedding models like GPT, Llama...

Hands-on experience in applying advanced machine learning and AI techniques, with demonstrated proficiency. Generative AI (GenAI) and Large Language Models (LLMs) Proven expertise in leveraging GenAI, with hands-on experience in prompt engineering, model fine-tuning, and using LLM APIs for complex data processing, text mining, and automation. Proficiency in deep learning principles, including the design and implementation of neural networks, reinforcement learning, and an understanding of transformer architectures. Strong foundation in traditional ML algorithms such as clustering, classification, decision trees, random forests, and support vector machines for predictive modeling and data ana...

You are invited to join Bridgei2i Analytics in their journey to establish a best-in-class organization that promotes the widespread adoption of business analytics globally. As part of the team, you will be responsible for developing and implementing advanced analytical approaches across various projects, industries, and solutions. To excel in this role, you are expected to possess a blend of analytical and functional skills, capable of transforming business requirements into scalable solutions while understanding the significance of data mining and analytical methods. Your creative thinking will be essential in devising unique analytical strategies to address challenges effectively. **Role O...

As a Data Science Lead at our company, you will play a crucial role in driving our AI and ML initiatives. Your responsibilities will include: - Leading and mentoring a team of data scientists and interns, fostering growth and technical excellence. - Planning, prioritizing, and managing projects aligned with organizational goals. - Designing, developing, and deploying end-to-end ML systems from data acquisition to model production. - Staying ahead of AI/ML advancements and implementing state-of-the-art research into practical applications. - Driving innovation in generative AI and large language model (LLM) projects. - Collaborating cross-functionally with business and technical teams to iden...

As a Data Science Lead, your role will involve leading a team of data scientists, overseeing machine learning solution development, and translating complex business challenges into data-driven insights and models. You will be responsible for mentoring the team, planning and managing projects, designing and deploying ML systems, staying updated on AI/ML advancements, driving innovation in generative AI and LLM projects, collaborating with cross-functional teams, and presenting insights to clients and stakeholders. Key Responsibilities: - Lead and mentor a team of data scientists and interns, fostering growth and technical excellence. - Plan, prioritize, and manage projects aligned with organi...

Role Overview: As a Machine Learning Engineer, you will play a key role in developing and enhancing a Telecom Artificial Intelligence Product using cutting-edge technologies. Your focus will be on implementing advanced algorithms and models to solve complex problems related to anomaly detection, forecasting, event correlation, and fraud detection. Key Responsibilities: - Develop production-ready implementations of proposed solutions across various machine learning and deep learning algorithms, including testing on live customer data to enhance efficacy and robustness. - Research and test novel machine learning approaches for analyzing large-scale distributed computing applications. - Impleme...

As an Assistant Vice President Data Science Lead, you will play a crucial role in leading our AI/ML initiatives and managing a team of expert data scientists. Your strong business acumen and technical expertise will drive data-driven decision-making and foster innovation within the organization. Key Responsibilities: - Lead and mentor a team of data scientists, overseeing end-to-end ML model development and deployment. - Collaborate with business stakeholders to identify high-impact use cases and define the data science roadmap. - Translate business challenges into analytical solutions using ML, AI, and advanced statistical methods. - Supervise project planning, execution, and delivery while...

Role Overview: KLA is seeking a Data Scientist/ML Engineer with expertise in NLP, statistics, and Conversational AI. The ideal candidate will be proficient in Statistical Modelling, Machine Learning algorithms, and Conversational AI, with a strong background in data mining and running simulations. You will have a passion for uncovering solutions within large datasets and collaborating with business partners to enhance business outcomes. Key Responsibilities: - Build end-to-end ML systems, including traditional ML models and Conversational AI, and deploy them at scale. - Research and develop innovative statistical models and ML models for data analysis. - Develop and maintain RAG (Retrieval-A...

Role Overview: KPMG in India is seeking a dynamic individual to join their team as a Machine Learning Engineer. As a Machine Learning Engineer, you will work closely with business stakeholders and cross-functional Subject Matter Experts (SMEs) to understand business context and key questions. Your primary responsibilities will include creating Proof of Concepts (POCs) and Minimum Viable Products (MVPs), guiding them through production deployment, influencing machine learning strategy for digital programs, and making solution recommendations that balance speed to market and analytical soundness. You will also be responsible for developing analytical and modeling solutions using various tools,...

Role Overview: MitKat Advisory is looking for a dedicated individual to join their team in Hyderabad as a 24/7 Monitoring Specialist. In this role, you will be responsible for continuously monitoring worldwide events in real-time to assess threats to the company's assets, office locations, and travellers. You will also provide support in basic risk assessment and incident response, ensuring timely communication with relevant stakeholders. Key Responsibilities: - Continuously monitor worldwide events through social media, open-source information, and proprietary services - Support senior analysts in risk evaluation and provide insights on emerging incidents - Serve as the main point of contac...

Role Overview: You will be leading a data science team at Micron Technology, responsible for designing, developing, and programming methods to analyze big data sources and generate actionable insights for various business functions. Your role will involve overseeing the development of software programs and algorithms to evaluate large datasets from multiple sources, as well as identifying and communicating meaningful insights to stakeholders. Key Responsibilities: - Direct the activities of the data science team to consolidate and analyze unstructured big data sources - Develop software programs, algorithms, and automated processes to cleanse, integrate, and evaluate large data sets - Commun...

As a Data Scientist, you will play a crucial role in utilizing your expertise in various tools and techniques to derive insights from data. Your primary responsibilities will include: - Utilizing Classification techniques such as Decision Trees and SVM, Distance metrics like Hamming, Euclidean, and Manhattan Distance, as well as Forecasting methods like Exponential Smoothing, ARIMA, and ARIMAX. - Implementing ML Frameworks including TensorFlow, PyTorch, Sci-Kit Learn, CNTK, Keras, and MXNet for model development. - Conducting Statistical analysis and computing using tools like Python, PySpark, R, R Studio, SAS, and SPSS. - Applying Regression models like Linear and Logistic Regression, and c...

As an AI/ML (Associate Role) at Navaera Worldwide, you will have the opportunity to work in the areas of Data Analytics, Computer vision, NLP, OCR related tasks. Your responsibilities will include data collection, dataset preparation, architecture modeling, model training/testing, and deployment. Additionally, you will be expected to handle digital data extraction and processing, create training and testing pipelines with different aspects of data, and develop model architecture from scratch or transform pre-trained models. Staying updated with the latest AI trends to ensure the process is up-to-date is crucial. You will also identify opportunities for process improvements and recommend syst...

As an experienced Machine Learning Scientist III at Wayfair's Advertising Optimization & Automation Science team, you will play a crucial role in developing cutting-edge machine learning capabilities to support the growth of Wayfair's advertising business. Your responsibilities will include: - Providing technical leadership to advance the state-of-the-art in machine learning techniques for developing automated and intelligent advertising systems - Designing, building, deploying, and refining large-scale platforms to optimize the ads experience - Collaborating with commercial stakeholders to understand business problems and develop machine learning solutions - Working closely with engineering...

As a Data Scientist at our company, you will be responsible for translating real-world problems into well-structured mathematical/statistical models. You will design and implement algorithms using linear algebra, optimization, and probability theory. Your role will involve developing predictive and classification models using ML techniques such as regression, trees, neural networks, and clustering. Additionally, you will conduct exploratory data analysis and feature engineering on large datasets. You will use hypothesis testing, inferential statistics, and confidence intervals to validate results and collaborate with product and engineering teams to integrate models into production pipelines...

Role Overview: As a Senior Machine Learning Scientist at Wayfair's Advertising Optimization & Automation Science team, you will play a crucial role in designing and implementing intelligent, ML-powered systems to provide personalized recommendations and automate campaign processes within Wayfair's advertising platform. Collaborating with other scientists, as well as internal Product and Engineering teams, you will be instrumental in developing capabilities that enhance commercial value and improve advertiser outcomes. Key Responsibilities: - Design and construct intelligent budget, target Return on Ad Spend (tROAS), and SKU recommendations, along with simulation-driven decision-making that g...

Role Overview: You should have a good understanding of various Generative AI techniques including GANs, VAEs, and other relevant architectures. Your experience in applying these techniques to real-world problems for tasks such as image and text generation will be crucial. Make sure you are conversant with Gen AI development tools like Prompt engineering, Langchain, Semantic Kernels, and Function calling. Exposure to both API-based and open-source LLMs based solution design is expected. Key Responsibilities: - Get to the heart of customer issues, diagnose problem areas, design innovative solutions, and facilitate deployment resulting in client delight as part of the Infosys consulting team. -...

As a member of the team, your role will involve designing and analyzing clinical and observational studies related to cost-effectiveness and health outcomes. You will also be responsible for supporting the development and validation of economic models, such as Markov and decision trees. Conducting sensitivity analyses and interpreting statistical outputs for economic evaluations will be part of your daily tasks. Additionally, you will collaborate with health economists, epidemiologists, and clinical researchers to ensure the success of various projects. Qualifications required: - Previous experience in designing and analyzing clinical studies - Proficiency in conducting sensitivity analyses ...

As an Associate Data Scientist in Chennai, your role involves developing analytics models using specialized tools based on the business problem and available data. You are responsible for identifying the appropriate models, developing the necessary code or package to implement them, and evaluating the validity of the models both scientifically and from a business perspective. Additionally, you will support the Data Science Team in designing and executing analytics projects, working with stakeholders and subject matter experts to complete tasks and deliverables, and collaborating across multiple sets of stakeholders to meet project goals. Key Responsibilities: - Develop analytics models using...

As a Deep Learning Engineer, your role will involve developing, training, and deploying computer vision models to solve complex visual problems. You will work on cutting-edge technology in image processing, object detection, and video analysis, collaborating with cross-functional teams to create impactful real-world applications. - Develop and optimize computer vision models for object detection (YOLO, Faster R-CNN, SSD) and image classification (ResNet, MobileNet, EfficientNet, ViTs). - Work with OCR technologies (Tesseract, EasyOCR, CRNN, TrOCR) for text extraction from images. - Utilize PyTorch, TensorFlow, and OpenCV for deep learning and image processing tasks. - Implement sequence-base...

As an Application Lead, you will lead the effort to design, build, and configure applications, acting as the primary point of contact. You will be responsible for managing the team and ensuring successful project delivery. Your typical day will involve collaborating with multiple teams, making key decisions, and providing solutions to problems for your immediate team and across multiple teams. - Expected to be an SME - Collaborate and manage the team to perform - Responsible for team decisions - Engage with multiple teams and contribute on key decisions - Provide solutions to problems for their immediate team and across multiple teams - Lead the effort to design, build, and configure applica...

As a Solution Architect/Business Development Manager at NTT DATA, your role involves driving business growth and delivering innovative solutions in the field of AI/ML. You will be responsible for assessing client business requirements, designing technical solutions, recommending AI/ML approaches, and collaborating with delivery organizations to implement end-to-end solutions. Key Responsibilities: - Business Requirement Analysis: Assess client's business requirements and convert them into technical specifications that meet business outcomes. - AI/ML Solution Design: Recommend the right AI/ML approaches to meet business requirements and design solutions that drive business value. - Opportunit...

As a Data Scientist at our company, you will utilize your 3-5 years of experience in data science, with a focus on demand prediction and analytics. Your expertise in machine learning and deep learning, along with hands-on experience in libraries like scikit-learn and frameworks like PyTorch, will be crucial for this role. You are expected to demonstrate an excellent grasp of various data structures, data transformation methods, and ensure data integrity in all processes. Key Responsibilities: - Utilize statistical modelling techniques such as Regression, Clustering, and Decision Trees to effectively solve complex problems. - Apply your proficiency in programming, especially in Python, and ex...

Role Overview: You are an experienced AI Engineer with 4-5 years of hands-on experience in designing and implementing AI solutions. Your role involves developing AI/ML-based solutions, specializing in Computer Vision (OpenCV) and deploying Large Language Models (LLMs) like GPT, LLaMA, or custom fine-tuned models. You will work on cutting-edge AI applications, collaborating with Product, Data Science, and Engineering teams to optimize AI/ML models for real-world business applications. Key Responsibilities: - Research, design, and develop AI/ML solutions for real-world business applications, ensuring RAG implementation. - Collaborate with Product & Data Science teams to define core AI/ML platf...