Junior Python/Java Developer and Statistical Modeler
1 week ago
We are seeking an entry-level software programmer with exceptional skills in Java and Python to join our growing Data Science and Machine Learning Engineering team. This role is ideal for individuals who are passionate about data analysis and machine learning, and want to work on challenging projects with a talented team of experts.
Key Responsibilities
Provide technical expertise for end-to-end technical solution delivery on client cases, develop statistical models to be handed over to clients as prototype or production software, transform existing prototype code into scalable, production-grade software, write, test, deploy, and maintain machine learning code across the full software development lifecycle, collaborate on (or lead) the development of re-usable common frameworks, model, and components that can be highly leveraged to address common client engineering problems across industries and business functions, drive best demonstrated practices in software engineering, and share learnings with team members about theoretical and technical developments in client engineering.
Requirements
0-3 years of engineering experience, proficient knowledge of Python and SQL, proficiency in one or more of R, Java, C++, Scala, Django, fair understanding of fundamental computer science concepts, particularly data structures, algorithms, automated testing, object-oriented programming, performance complexity, and implications of computer architecture on software performance, basic understanding of foundational concepts and algorithms in statistics and machine learning, including NLP, linear/logistic regression, SVM, random forest, boosting, neural networks, dimensionality reduction, reinforcement learning, etc., basic Knowledge of machine learning frameworks and tools, such as Pandas, numpy, scikit-learn, TensorFlow, Pytorch, Keras, Huggingface, and probabilistic programming techniques and associated tools, such as Pyro, Stan, Tensorflow Probability, PyMC3, Bayesian inference and MCMC methods.
What We Offer
We offer a competitive salary and benefits package, as well as opportunities for career growth and development. We also provide skill and technology enhancement programs for candidates who are either missing skills or are lacking industry/experience with projects and skills.
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