Industry IT Services Work Experience 5+ years Salary 40 LPA City Bangalore State/Province Karnataka Country India Zip/Postal Code 560064
About us We Remote Devs (WRD) Pvt Ltd. is a company that specializes in AI Services, Data Engineering, Product Development, Dedicated hiring and Consulting Services for mid-size to large businesses. We provide flexible offshore services from our advanced delivery centers in Bangalore, India. With over a decade of strong client relationships, we work with a diverse range of clients, from startups to major corporations.
Responsibilities:
Design and develop a range of classical and deep learning algorithms for modeling complex interactions within enterprise environments.
Create algorithms for statistical modeling of cybersecurity risks.
Utilize data-mining, AI, and graph analysis techniques for various challenges, including modeling, relevance determination, and recommendation systems.
Deliver production-quality solutions that balance complexity and efficiency.
Participate in the engineering life-cycle at Balbix, including designing ML infrastructure and data pipelines, writing production code, conducting code reviews, and collaborating with infrastructure and reliability teams.
Drive the architecture and utilization of open-source numerical computation libraries such as TensorFlow, PyTorch, and ScikitLearn.
Requirements
Ph.D./M.S. in Computer Science or Electrical Engineering with hands-on software engineering experience.
Minimum of 5 years\' experience in machine learning and Python programming.
Expertise in programming fundamentals and building large-scale systems.
Knowledge of state-of-the-art algorithms, statistical analysis, and modeling techniques.
Strong understanding of NLP, Probabilistic Graphical Models, Deep Learning with graph structures, and model explainability. Foundational knowledge of probability, statistics, and linear algebra.
Desired Skills:
Ability to tackle complex problems, learn quickly, and persist until finding robust solutions.
Passion for building practical and user-friendly systems.
Collaborative mindset, comfortable working across teams.
Ownership mentality towards challenging problems.
Excellent communication skills and documentation practices.
Comfort with ambiguity and ability to design algorithms for evolving needs.
Intuitive understanding of selecting appropriate models for different product requirements.
Curiosity about the world and profession, with a commitment to continuous learning.
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