Markov Model

I am building a regime-aware market intelligence system designed to classify risk-on / risk-off market regimes using Hidden Markov Models (HMMs) and ensemble machine-learning techniques. · ...

About Markovate · At Markovate, we don't just follow trends—we drive them. We transform businesses through innovative AI and digital solutions that turn vision into reality. Our team harnesses breakthrough technologies to craft bespoke strategies that align seamlessly with our cl ...

Data Scientist with expertise in supervised ML algorithms and technical concepts on MLOps and Containerization.Proven implementation of ML and AI practices · Exposure to unsupervised learning and NLP · ...

Roles & Responsibilities · Develop, validate, and audit credit risk models (PD/EAD/LGD) primarily for CECL/CCAR/DFAST reporting · Apply advanced statistical techniques such as linear regression, logistic regression, ARIMA, Markov Chain, Merton Model, CHAID, and other predictive m ...

We are seeking an experienced AI/ML Engineer to lead ground-breaking projects in Generative AI, · C/ · NLP Large Language Models (LLMs) and Deep Learning- Bachelors or Masters degree in Computer Science Artificial Intelligence Machine Learning or a related field.- years of profes ...

+Job summary · We are looking for a senior engineer with strong experience in Hidden Markov Models (HMMs) to build a system that predicts and classifies market regimes from financial time-series data. · +Build the core regime model, an ensemble framework for stability, and a sign ...

+Build statistically robust application and behavior scorecards; develop PD, LGD, and EAD models+ · +Design loss forecasting frameworks (vintage, rollrate/Markov, survival/hazard, GLM/GBM) at segment and portfolio levels. · +Engineer features from bureau, internal behavioral tran ...

Implementation experience of real-time projects handling large datasets Expert in Python (Scikit-learn XGBoost TensorFlow/PyTorch Strong understanding of time-series forecasting and survival analysis Experience with Isolation Forest One-Class SVM Hidden Markov Models MLflow model ...

I'm hiring a statistician/quant to sanity check and independently validate a probability model I'm using for a prop firm. · The key goal: · Identify the R/sizing/stop setting that maximizes expected payouts per trading day (and optionally expected $ per day), given R ≤ $1,000. · ...

The Model Validation Senior Analyst shall include ensuring model validation process compliance with all requirements from Risk and Internal Audit. · ...

We are seeking an experienced Machine Learning Engineer to join our team. The ideal candidate will have a strong background in implementing and deploying Machine Learning solutions using various models such as Linear/Logistic Regression, Support Vector Machines, (Deep) Neural Net ...

Software Engineer/Sr. Research Engineer with 4-8 years of experience. Proficient in building and training deep neural networks using frameworks like TensorFlow, PyTorch etc. Strong understanding of reinforcement learning, optimization techniques and computational skills. · ...

This is to inform you that the company Merkle has an opening for Senior Analyst in Bengaluru. The role involves measurement and attribution of marketing data using various tools and techniques. · ...

Development of ASR engine using frameworks like ESPNET or FairSeq or Athena or Deep Speech using PyTorch or Tensorflow or Kaldi. Working on speech tech like Multilingual ASR, Contextual biasing, Text to Speech, Voice Biometric speaker separation etc. · ...

Data Scientist- Marketing Analytics job requires minimum qualification of Bachelor's Degree and total analytics experience of 10-12 years. The candidate should have expertise in econometric modelling and proficiency in Google Cloud Platform among other skills. · ...

Job Title: · Freelancer Researcher – Multi-Agent Systems · Job Purpose: · The purpose of this role is to support the design, development, implementation, and evaluation of a novel Agent-Oriented Planning (AOP) framework for scalable, conflict-resilient, and adaptive decision-maki ...

End-to-end health economic modelling development and adaptation of complex models local data sourcing search collection and generation and produce support materials for completed economic models e.g. reports and training programs. · ...

Principal Data Scientist · Key Skills: ML, NLP, and Computer Vision (AWS or Azure or Google cloud). · Experience: 7+ yrs. · Responsibilities: · Research develop Machine Learning models for security problems, in the areas of Networking, Application Data. · Suggest, collect ...

Develop innovative credit risk/churn/usage models using mobile wallet transaction data. · ...

Sr Software Research Engineer in Banglore with experience in Deep Learning and NLP skills using TensorFlow, PyTorch etc. · Proficiency in building and training deep neural networks. · Familiarity with techniques like gradient clipping, learning rate schedules. · ...