Senior Machine Learning Engineer

Detalles de la oferta

At IT Labs, we're passionate about innovation, and we're seeking a Senior Machine Learning Engineer who shares this passion.
We value professionals skilled in developing cutting-edge machine learning models, building scalable pipelines, and delivering impactful AI solutions. A Senior Machine Learning Engineer at IT Labs thrives on solving complex challenges, collaborating across teams, and staying ahead in the ever-evolving AI landscape.
If you're driven to create innovative solutions and make a real impact, join us and help shape the future of AI!
Responsibilities:Design and implement machine learning models and algorithms for classification, regression, clustering, NLP, computer vision, or recommendation systems.Optimize model performance, ensuring high accuracy, efficiency, and scalability.Work with large, complex datasets to extract meaningful insights and develop robust features.Develop and automate data preprocessing pipelines, ensuring data quality and consistency.Build scalable and reliable machine learning pipelines and deploy models into production using MLOps principles.Develop APIs and interfaces to integrate machine learning solutions into existing systems.Monitor the performance of deployed models and pipelines, identifying and addressing drift or performance issues.Implement automated tools to retrain models as new data becomes available.Stay updated on the latest machine learning tools, technologies, and research to recommend and implement improvements.Technical skills:Minimum 7 years of experience in a Machine Learning Engineering role with demonstrated expertise in designing, deploying, and optimizing scalable machine learning models and systems.Proficiency in Python (preferred) for machine learning development.Expertise in ML frameworks such as TensorFlow, PyTorch, or Scikit-learn.Strong knowledge of data manipulation libraries (e.g., Pandas, NumPy) and distributed data processing tools (e.g., Apache Spark).Experience with relational databases (e.g., SQL) and NoSQL databases (e.g., MongoDB).Deep understanding of supervised and unsupervised learning techniques.Experience with NLP, computer vision, or time-series analysis is a plus.Familiarity with tools and platforms like Docker, Kubernetes, MLflow, and Airflow for managing ML pipelines.Experience deploying models on cloud platforms (AWS, Azure, or GCP).Proficiency with Git for version control and experience with CI/CD pipelines for automated deployment.Hands-on experience with cloud-based ML tools such as AWS SageMaker, Google Vertex AI, or Azure Machine Learning.Benefits:Choose your contract: Contract or B2B.Unlimited working-from-anywhere policy.10 Days PTO after 4 months of working in IT Labs.Referral Bonuses.Working on international projects.Virtual Knowledge Sharing Sessions, Events and team hangouts.Our values: We are a company that seeks the best for both our employees and clients, reaching beyond expectations in turning dreams into reality. Our way of working is rooted in our core values (Integrity, Excellence, Proactivity, Innovation, and People), with an expectation that our future colleagues will make these their second nature in their everyday work and life. We don't ask for perfection, but we do appreciate people motivated to better themselves in every conceivable aspect.
About IT Labs: Founded in 2005, IT Labs is an international software tech company, specializing in purpose and process-driven teams for high-performance, innovation, transformation, and efficiency. Our HQ is in Palm Beach Gardens, Florida, and we have teams and offices around the world - the US, the UK, the Netherlands, Argentina, Brazil, Serbia, and North Macedonia. We are constantly growing, and we would love for you to become part of our team!

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Salario Nominal: A convenir

Fuente: Jobleads

Requisitos

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