AI/ML Engineer II at Astra

Singapore

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Not SpecifiedCompensation

Mid-level (3 to 4 years)Experience Level

Full TimeJob Type

UnknownVisa

TechnologyIndustries

Requirements

Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field
3+ years of experience in AI/ML engineering or a similar role
Proficiency in Python and relevant AI/ML libraries (e.g., TensorFlow, PyTorch, Scikit-learn)
Strong understanding of machine learning algorithms, including supervised, unsupervised, and reinforcement learning
Experience with data preprocessing, feature engineering, and model evaluation
Familiarity with cloud platforms (e.g., AWS, GCP, Azure) and MLOps practices
Excellent problem-solving skills and attention to detail
Strong communication and teamwork abilities
Preferred
Experience with distributed computing frameworks (e.g., Spark, Hadoop)
Knowledge of deep learning architectures and techniques
Experience with containerization technologies (e.g., Docker, Kubernetes)
Contributions to open-source AI/ML projects

Responsibilities

Design, develop, and deploy machine learning models and algorithms
Work with large datasets to extract insights and build robust data pipelines
Collaborate with cross-functional teams to integrate AI/ML solutions into existing products and services
Optimize and fine-tune machine learning models for performance and scalability
Conduct research and stay up-to-date with the latest advancements in AI/ML
Participate in code reviews and contribute to maintaining high code quality
Troubleshoot and debug AI/ML systems and applications

Skills

Key technologies and capabilities for this role

PythonTensorFlowPyTorchScikit-learnAWSGCPAzureMLOpsSparkHadoopDockerKubernetes

Questions & Answers

Common questions about this position

What qualifications and skills are required for the AI/ML Engineer II role?

Candidates need a Bachelor's or Master's degree in Computer Science, AI, ML, or related field, 3+ years of AI/ML engineering experience, proficiency in Python and libraries like TensorFlow, PyTorch, Scikit-learn, strong understanding of ML algorithms, experience with data preprocessing and model evaluation, familiarity with cloud platforms and MLOps, plus excellent problem-solving, communication, and teamwork skills.

What is the salary or compensation for this position?

This information is not specified in the job description.

Is this a remote position, or is there a required location?

This information is not specified in the job description.

What is the work environment like at Astra?

The role involves working collaboratively in a fast-paced environment with cross-functional teams, participating in code reviews, and contributing to high code quality.

What makes a strong candidate for this AI/ML Engineer II position?

Strong candidates will have the required qualifications plus preferred experience with distributed computing like Spark or Hadoop, deep learning architectures, containerization with Docker or Kubernetes, and contributions to open-source AI/ML projects.

Astra

Provides launch services for small satellites

About Astra

Astra provides launch services specifically for small satellites, catering to commercial businesses, government agencies, and research institutions that need reliable access to space. The company operates small, agile rockets designed to transport these satellites into low Earth orbit (LEO). Astra's approach focuses on making space more accessible by reducing the costs and complexities associated with satellite launches, which allows a wider range of customers to utilize their services. Unlike many competitors, Astra emphasizes efficiency and cost-effectiveness in its operations, aiming to meet the growing demand for satellite-based services such as Earth observation and telecommunications. The company's goal is to facilitate more frequent and affordable satellite launches, thereby expanding opportunities for various applications in the space industry.

Alameda, CaliforniaHeadquarters

2016Year Founded

$291.8MTotal Funding

IPOCompany Stage

AerospaceIndustries

201-500Employees