AI Automation Engineer III at Astra

Dublin, County Dublin, Ireland

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Information TechnologyIndustries

Requirements

4+ years of experience in IT services, with at least 3 years in IT Service Automation – Orchestration, Scripting, & Process Assessment
At least 3 years in AI Engineering – Developing and deploying AI Agents and cutting-edge GenAI & ML solutions to address complex business challenges
Expertise in integrating various tools and building analytics/insights
Proficiency in at least two scripting languages such as PowerShell, Python, or Shell Script
Strong foundational knowledge across core IT domains, with a specific emphasis on Network & Network Services, including understanding network topologies, protocols, and common operational issues
Demonstrable experience implementing solutions using state-of-the-art LLMs, with hands-on experience with both open-source models (e.g., Llama series) and proprietary models (e.g., GPT-4)
Proficiency with a major deep learning framework, preferably PyTorch, for model experimentation and fine-tuning
Proficiency in a high-level programming language (Java, Python) and experience with containerization technologies (Docker, Kubernetes) for deploying AI models
Solid understanding and practical experience with cloud platforms such as Azure or GCP, including knowledge of their networking services (e.g., VNets, VPCs)
Experience with AI/ML libraries and frameworks
A strong understanding of ITIL process on one or more service lifecycle or service capability modules
Knowledge in one or more System administrative activities like monitoring, service requests, incident management, change management, & maintenance
Excellent communication skills with an ability to explain concepts and solutions clearly and concisely
Experience in training/grooming people
Excellent analytical and problem-solving skills

Responsibilities

Contribute toward AI roadmap for AI-driven automation aligning with strategic company and client goals
Collaborate with engineering and data teams to design and architect scalable, robust, and innovative AI solutions (e.g., automated network diagnostics, bot recommendation systems, AI agents NOC operations)
Act as the Solution Owner in an Agile/Scrum environment, managing the product backlog, writing detailed user stories, defining acceptance criteria, and prioritizing features
Lead the evaluation, fine-tuning, and integration of open-source Large Language Models (LLMs) like Llama series & other LLMs
Develop and own key components of the automation framework, including PowerShell and Python runbook executors
Develop and train machine learning models for tasks such as anomaly detection, predictive maintenance, and capacity planning in IT environments
Work with large datasets of IT operational data, performing data cleaning, feature engineering, and data analysis to improve model accuracy and performance
Contribute to the development of internal automation tools and frameworks
Deliver continuous service improvements by proactively identifying opportunities for process enhancements
Proficiently develop AI/Gen AI point solutions to meet business needs
Troubleshoot and resolve issues related to automation systems and AI models
Engage with customers, IT operators, Network Engineers, and internal stakeholders to gather requirements, validate solutions, and ensure product-market fit
Serve as the Subject Matter Expert (SME) on AIOps, IT Process Automation (ITPA), and Runbook Automation (RBA), providing technical guidance and insights
Document automation processes, code, and models clearly and concisely
Actively contribute to team results and work towards achieving team goals and objectives
Undertake designated skill/knowledge development within the organization, including training of next-level team members

Skills

Python

PowerShell

LLMs

Llama

Machine Learning

Anomaly Detection

Predictive Maintenance

Capacity Planning

Feature Engineering

Data Cleaning

Agile

Scrum

AIOps

ITPA

RBA

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

Benefits

Competitive Medical (HMO & PPO)/Dental/Vision plans

Company paid Short Term Disability and Long Term Disability plans

401K with company match

Flexible Spending Account

Commuter benefits

Caregiving support benefits

Company perks, like PetPlan, curated gym/travel/products discounts

Free lunch

Company events

Risks

Going private may limit Astra's access to public capital markets.

Astra faces financial instability due to liquidity crunch and high cost of capital.

Intensifying competition in the small satellite launch market could impact Astra's market share.

Differentiation

Astra offers cost-effective launch services for small satellite payloads.

The company focuses on agile rockets for frequent access to space.

Astra provides online reservations for payload deliveries to various orbits.

Upsides

Growing demand for small satellite constellations aligns with Astra's business model.

U.S. government investment in space technology presents contract opportunities for Astra.

Astra's reusable rocket technology could lead to significant cost reductions.

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