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Applied ML Research Scientist

Applied ML Research Scientist

Name: Jobpe
Address: T-Hub, Plot No 1/C, Sy No 83/1, Raidurgam panmaktha, Knowledge City Rd, Hyderabad, Telangana, 500081, IN
Telephone: +91-83339-09630
Price range: Free

Crowdstrike

3 - 8 years

9 - 13 Lacs

Pune

Posted:13 hours ago| Platform:

Apply

Skills Required

Data analysis Version control Machine learning Equity Workflow Data processing Wellness Monitoring Recruitment SQL

Work Mode

Work from Office

Job Type

Full Time

Job Description

About the Team:

The CrowdStrike Malware Research Center is the core of Falcon s malware detection and response capabilities. The team has a focus on understanding the threat landscape and sets the target for what Falcon should be identifying and preventing. Additionally, Malware Research Center (MRC) is responsible for understanding our capabilities, and mapping how well our machine learning and behavioral protection capabilities are doing against those threats. Where there is a gap, the MRC takes action to improve our detection stance, and improve our overall protection story. MRC also performs pathfinding research to enable technology development using innovation, prototyping and bleeding edge machine learning to support our flagship Falcon product. There are many parts of CrowdStrike working towards protecting customer environments, and the MRC works across all of them to ensure we are on target and providing the best protection for our current Threat landscape.

About the Role:

We seek an Applied ML Research Scientist to build, evaluate, and deploy ML models for malware detection and analysis. This role bridges cybersecurity expertise with machine learning to combat evolving threats.

What Youll Do:

Build and optimize ML models for malware detection with high accuracy and precision
Develop automation tools and testing frameworks for ML model validation
Create automated pipelines for large-scale malware sample processing
Conduct exploratory data analysis (EDA) on threat datasets and behavioural data to identify patterns
Perform feature engineering on malware static analysis and behavioural data
Collaborate with threat researchers and engineers to develop and deploy effective ML solutions
Conduct model evaluations across diverse threat scenarios

What You ll Need:

Bachelors or Masters in Data Science or Computer Science
5+ years of combined experience in Data Science and MLOps
Proficiency in Python, scikit-learn, TensorFlow, PyTorch
Experience with data processing tools and visualization libraries
Large-scale data processing experience on cloud platforms like Azure, AWS or GCP
Knowledge of distributed computing like Ray, Apache Spark
Experience with workflow orchestration platforms (Airflow), ML lifecycle management tools (MLflow)
SQL (PostgreSQL, MySQL) and NoSQL databases (MongoDB, Elasticsearch)
Experience in ML Operations like model deployment, monitoring, version control, and CI/CD pipelines for machine learning projects
Demonstrates strong interpersonal communication skills and builds productive relationships with stakeholders at all levels

Bonus Points:

Experience in creating threat detection ML models for security products
Strong interest in cybersecurity with foundational knowledge of security research
Understanding of different executable and non-executable file formats

#LI-VJ1

#LI-Remote

Benefits of Working at CrowdStrike:

Remote-friendly and flexible work culture
Market leader in compensation and equity awards
Comprehensive physical and mental wellness programs
Competitive vacation and holidays for recharge
Paid parental and adoption leaves
Professional development opportunities for all employees regardless of level or role
Employee Networks, geographic neighborhood groups, and volunteer opportunities to build connections
Vibrant office culture with world class amenities
Great Place to Work Certified across the globe

If you need assistance accessing or reviewing the information on this website or need help submitting an application for for further assistance.

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Applied ML Research Scientist