About the job
Do you love digging into the details of data Are you looking to work with the same tech as Silicon Valley giants but with a small company feel
If so, we are looking for you to join our brilliant team as a Senior Data Scientist!
Our Work Perks
- Competitive salary
- Robust benefits package
- Centrally located office!
- .and so much more!
Our Story
We are Avlino, and our expertise lies in an AI-first approach that addresses every challenge with machine learning and deep learning techniques as the basis to develop problem-solving technology. We bring data to the forefront by leveraging the understanding of intelligence and offer solutions that dynamically solve business challenges before customers realize they exist.
Our people are at the very core of what we do - we value and celebrate our differences because those differences are what make our team shine. Avlino is rapidly growing on a global scale and we are searching for creative minds that are excited to take on challenges in the immediate while providing vision to the future!
The Day-to-Day
- Together with business managers to analyze requirements and propose/deliver the data science part of the AI solutions. Perform complex analyses, including optimization, text analytics, machine learning, statistical analysis, parametric and non-parametric statistical models and techniques to solve business problems.
- Advanced quantitative modules using a variety of programs/software to support predictive assessments and work on the development and deliverance of advancing the internal/proprietary AI tooling and framework
- With software engineering teams and DevOps teams to ensure the comprehensive delivery of AI Solutions.
- Technical and scientific coaching/training to other data scientists and communicate analytics model behavior/results to the business
- Out technical risk analysis and reliability assessments and design algorithms that require different models/methods to be used together
Your Background
- Education: Masters/bachelor's degree in engineering, Mathematics, or related field with at least 5 years of industry experience as a data scientist or equivalent position. Strong communication skills with experience communicating with non-technical and business audience
- Experience in tutoring and mentoring junior data scientists.
Advanced level knowledge of the following areas:
- Machine learning and Data Science Core Knowledge
- Time Series Analysis and Forecasting: State-space modelling, Kalman filters, Seasonal trend Analysis (STL, MSTL), LOWESS, LOESS, Multi-variate time-series forecasting, Causal analysis, LSTM, GRUs, Vector Autoregressions, Bayesian methods, change point detections and similar.
- Statistical Tests and Analysis: Hypothesis testing, Normality tests, box-cox, ANOVA, MANOVA, chi-square, Statistical distributions (normal, beta, log-normal, Johnson's, gamma, poisons, binomial etc.), Curve fitting and Interpolations, Likelihood estimations, Bayesian methods MCMC, metropolis hastings, Hidden Markov's Models, Probabilistic Graph Models
- Streaming Models: Online and instance-based learning model development, incremental drift detection and performance measurement, structured streaming (spark. Kafka streams preferably), Complex event processing, working with distributed processing and state stores
- Reinforcement Learning: Actor critic methods, deep Q learning, policy gradients, REINFORCE and TD lambda methods
- Optimization: Stochastic methods, momentum methods, ADAM, RMSProp, Adagrad, second order methods, newtons, interior point, constrained optimization
- Deep Learning: ANN, RNN, CNN,Highway models, transformers, GANs, Stable diffusion etc.
- Model Deployment pipeline: Exposure to Databricks, Mlflow and DS production pipeline development
- Proficiency in standard packages and languages including Python, Scala, Julia, Matlab, and R.
- Strong collaboration, analytical and leadership skills
Your Key Attributes
- Strong data analysis and problem-solving skills, including the ability to learn and discuss domain specific knowledge to understand a project and deliver results
- Exceptional communication and presentation skills to lead project teams and communicate technical content and analytical insights/complex findings in a clear and concise manner to multiple audiences, including senior management
- Thrive in a collaborative culture and know the best solutions are arrived at by diversity of thought and perspective
- Charismatic personality with a self-motivated attitude ready to tackle challenges that come your way
- Have a constant passion for learning and natural curiosity
- Work well under pressure, with the ability to shift quickly and keep moving forward in a fast-moving environment
So, are you up for the challenge Apply now for immediate consideration we would love to talk with you!
