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Machine Learning Engineer
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Loka, Inc·Latin America, North Macedonia, Portugal, Serbia·29 авг.

Machine Learning Engineer

🌍 УдалённоMiddleПолная занятость🌐 Глобал
60
Хорошие условия
Навык востребован (python), за такой навык на рынке платят больше. Но вилки нет, про деньги придётся договариваться с нуля.
Нажмите на сигнал, чтобы увидеть, на чём он основан

Наша компания

Loka is a globally distributed tech consultancy based in Silicon Valley. In 2024, we were recognized by AWS as Innovation Partner of the Year, beating out 150,000 partners for the title. We help clients ship machine learning and GenAI into production across life sciences, as well as marketing, advertising and more. We count more than 100 certified specialists, technical experts and PhDs among our teammates, committed Lokals who bring their brilliance both to client work and to mentoring junior colleagues. We work entirely remotely, test new ideas in our in-house incubator LokaLabs™, observe local holidays and take every other Friday off (really).

Чем предстоит заниматься

Build and maintain components of generative AI systems, including LLM powered application features and agentic workflows
Build information retrieval pipelines within established architectural patterns (data ingestion, chunking, embeddings, vector search)
Contribute to evaluation frameworks and production monitoring for GenAI solutions
Wrangle, explore and visualize data with a keen eye for data cleaning
Deploy, maintain and upgrade ML models and pipelines, analyzing model errors and designing strategies to overcome them
Write and maintain technical documentation

Наши требования

Bachelor's degree in Computer Science or a related field
2+ years of AI/ML engineering experience
Hands-on experience building GenAI solutions, prompt engineering, fine-tuning and serving LLMs, search and embeddings, using common frameworks (LangChain/LangGraph, LlamaIndex)
Understanding of statistical, ML and deep learning algorithms
Working knowledge of cloud ML services, preferably AWS (Bedrock, AgentCore, SageMaker)
Proficiency in Python and core ML libraries and frameworks (scikit-learn, PyTorch, HuggingFace, TensorFlow, Transformers)
Familiarity with containerization and orchestration tools
A collaborative mindset, with openness to feedback and eagerness to grow your craft
Willingness to support and learn from more senior teammates on the ML crew
Autonomy, adaptability and a consistently positive presence on the teams you work with
Building and deploying agents with common patterns (Agentic RAG, NLQ) and frameworks (smolagents, strands-agents)
MLOps/LLMOps experience, preferably in AWS, along with standard tooling (MLFlow, LangFuse)
Experience in consultancy environments or startups, including working directly with clients, managing projects and adapting to different settings
Excellent English, as a global team, we work entirely in English for meetings, customer calls and business communications
CV written in English
Curious: You strive to learn and grow into different industries with a modern tech stack
Autonomous and positive: You excel in a fully remote, globally distributed team
Team player: You enjoy a collaborative approach
Adaptable: You operate with a startup mindset and move at a startup pace
Coachable: You take feedback well and are eager to grow your skills

Мы предлагаем

Every other Friday off (26 extra days off a year)
Remote-first culture
Explore and Relocation programs (three months work abroad or full international relo)
Paid sick days and local holidays
Business English classes program
Continuous Learning Support
Fitness and/or Mental Health Subscriptions
Access to LokaLabs™, our internal research and development program
Defined career path
Your achievements matter to us! Ensure your CV, LinkedIn and GitHub profiles are up to date and accurately reflect your experience

Дополнительно

Take ownership of your assigned tasks and projects, accountability is key
Participate in client communications, communicating deliverables clearly
Understand business objectives and build solutions that help achieve them, along with metrics to track progress
Collaborate cross functionally with other teams (Data Engineering, DevOps, Backend)

Технологии и навыки

machine learning
engineer
devops
python
aws
L
Loka, Inc
Latin America, North Macedonia, Portugal, Serbia

ГрейдMiddle
ЗанятостьПолная занятость
РегионСербия
ФорматУдалённо
ИсточникСкрыто
Опубликовано29 авг.

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