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Sr. MTS - ML/AI
Aviatrix Systems
Software Engineering, Data Science
Bengaluru, Karnataka, India
Posted on Jul 24, 2024
About The ROLE:
We are searching for a Staff Software Engineer with experience in Machine Learning and Artificial Intelligence to join the Aviatrix EngProd AI team. In this role, you will be the founding engineer to develop and optimize our AI log detector/analyzer. This position requires a deep understanding of ML/AI algorithms, excellent programming skills, and the ability to work collaboratively in a fast-paced environment.
Location:
Aviatrix Systems India Private Limited 02-103, 2nd floor, WeWork Princeville, Embassy Golf Links Business Park Challaghatta, Bengaluru
Work Model: In-Office Preferred (3 days in office)
What You WILL DO:
- Research and integrate commercial AI log detectors/analyzers to identify and detect abnormal patterns in production logs.
- Learn and customize existing AI/ML models to fit our use case.
- Optimize and enhance models for improved performance and accuracy.
- Evaluate and validate model performance using appropriate metrics and validation techniques.
- Collaborate with cross-functional teams to integrate AI solutions into existing systems and workflows.
- Write clean, efficient, and maintainable code following industry best practices.
- Stay updated with the latest trends and advancements in AI/ML technologies and incorporate them into the development process.
REQUIREMENTS:
- 5+ years of experience in software development with a focus on AI/ML.
- Bachelor’s, Master’s, or PhD degree in Computer Science or a related field.
- Proficiency in English communication, both written and verbal.
- Proficiency in coding in one or more of the following languages: Python, Golang, C++, Java.
- Experience with ML frameworks and libraries such as TensorFlow, PyTorch, scikit-learn, etc.
- Experience with data preprocessing techniques and tools.
- Familiarity with big data technologies and tools like Hadoop, Spark, or similar is a plus.
- Excellent problem-solving skills and attention to detail.
- Strong communication and teamwork skills.
Prefer:
- Experience with cloud platforms (AWS, Azure, Google Cloud, OCI).
- Knowledge of containerization technologies (Docker, Kubernetes).
- Familiarity with Github Actions, CI/CD pipelines and tools.
- Contributions to open-source projects in the machine learning or software engineering community.
BENEFITS
US: We cover 100% of employee premiums and 88% of dependent(s) premiums for medical, dental and vision coverage, 401(k) match, short and long-term disability, life/AD&D insurance, $1,000/year education reimbursement, and a flexible vacation policy.
Outside the US: We offer a comprehensive benefits package which, (subect to regional variations) could include pension, private medical for you and dependents, generous holiday allowance, life assurance, long-term disability, annual wellbeing stipend
Your total compensation package will be based on job-related knowledge, education, certifications and location, per our aligned ranges.
About Aviatrix
Aviatrix is the cloud networking expert. We’re on a mission to make cloud networking simple so companies stay agile. Trusted by more than 500 of the world’s leading enterprises, our cloud networking platform creates the visibility, security, and control needed to adapt with ease and move ahead at speed. Combined with the Aviatrix Certified Engineer (ACE) Program, the industry's leading multicloud networking and security certification, Aviatrix empowers the cloud networking community to stay at the forefront of digital transformation.
WE WANT TO INCLUDE YOU
We embrace the fact that not everyone’s journey took the same route or started at the same place. If your experience doesn’t quite meet the requirements but the opportunity excites you and you believe you could be great, don’t let that hold you back from applying. Tell us what you CAN bring and what makes you special.
Aviatrix is a community where everyone's career can grow and we want to help you achieve your goals and be “your best YOU,” however that looks. If you're seeking an opportunity where you can be excited to start work every morning with enthusiastic people, make a real difference and be part of something amazing then let’s talk. We want to get to know you and how we could grow together.
Aviatrix, Inc. is an equal opportunity employer and does not make hiring decisions based on race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws. This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training.
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