Senior Software Developer

Juniper Networks

4 - 7 years

20 - 25 Lacs

bengaluru

Posted:1 hour ago| Platform:

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Skills Required

python calculus machine learning artificial intelligence deep learning r tensorflow java git pytorch keras software development methodologies machine learning algorithms linear algebra programming communication skills statistics

Work Mode

Work from Office

Job Type

Full Time

Job Description

Responsible for conducting advanced research in AI and machine learning. This includes staying up to date with the latest advancements in the field, exploring emerging technologies, and identifying opportunities to apply cutting-edge techniques to solve complex business problems.
Tasked with designing and architecting AI solutions for complex problems. This involves analyzing business requirements, understanding constraints, and proposing appropriate machine learning models and algorithms.
Responsible for considering scalability, performance, and maintainability while designing the solution.
Provides technical guidance and mentorship to junior team members. This includes sharing best practices, reviewing code and designs, and helping team members overcome technical challenges. Participate in technical discussions and provide thought leadership within the organization.
Works closely with stakeholders, such as product managers, data scientists, and business analysts, to understand their requirements and translate them into technical solutions. Collaborate with cross-functional teams to ensure alignment and successful AI and machine learning project implementation.
Responsible for driving continuous improvement and innovation in the organizations AI and machine learning practices. This involves identifying areas of improvement, exploring new techniques or technologies, and promoting the adoption of best practices.
Be involved in evaluating and integrating third-party tools or services that can enhance the capabilities of AI solutions.
Facilitates design review sessions for your projects, ensuring alignment with project requirements and best practices.
Mentor junior team members during review sessions.
Collaborates closely with the engineering manager and team lead to refine and iterating on design and implementation strategies, providing constructive feedback to peers.
Participates in and coordinates meetings, ensuring effective coordination and communication among team members.
Independently prepares and delivers detailed presentations and reports to stakeholders, translating complex technical concepts into understandable terms for non-technical audiences.
May be required to interpret and report data findings and maintain or update specific business intelligence tools, databases, dashboards, systems, or methods
May be involved in the design and development of solutions to complex application problems, system administration issues, or network concerns, where applicable to the role.

Knowledge and Skills:

Deep understanding of machine learning algorithms, such as linear regression, decision trees, support vector machines, random forests, deep learning models (e.g., neural networks), and reinforcement learning. Proficient in model selection, hyperparameter tuning, and evaluating model performance using appropriate metrics.
A strong foundation in mathematics and statistics. In-depth knowledge of linear algebra, calculus, probability theory, and statistical concepts. Understanding and developing complex machine learning models and algorithms.
Proficiency in programming languages such as Python, R, or Java is expected. Experience developing production-level code and familiarity with software engineering best practices, version control systems (e.g., Git), and software development methodologies are also required. Additionally, knowledge of libraries and frameworks like TensorFlow, PyTorch, sci-kit, and Keras is a plus.
Advanced knowledge and experience in deep learning. Understanding advanced neural network architectures (e.g., convolutional neural networks, recurrent neural networks, transformers) and advanced techniques such as transfer learning, generative models, and optimization algorithms for deep learning.
Should have proficiency in using agentic frameworks like langGraph or similar other frameworks. Should be knowledgeable in lineage tracking of agentic architectures in general (like usage of langfuse, langsmith).
Knowledge of evaluation of traditional AI/ML and Gen-AI based applications - during development phase and in production.
Actively staying updated with the latest AI and machine learning research advancements. Experience conducting research, exploring emerging technologies, and identifying opportunities to apply state-of-the-art techniques to solve complex problems.
Provide technical leadership, mentorship, and guidance to junior team members. Must have excellent communication skills to collaborate with cross-functional teams and stakeholders effectively. Possess strong problem-solving and critical thinking abilities to guide projects, make strategic decisions, and solve complex technical challenges.

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