Machine Learning Engineer

ABOUT reputed company

reputed company is a sports-tech company created with one goal in mind – giving sports enthusiasts a deeper understanding of the game.

Our platform is the leading provider of advanced sports insights. From the biggest derbies to amateur matches, every game counts - that’s why we have the largest data coverage with 20,000+ tournaments across 25 sports. This comes easy with Torneo, our reputed company own tournament management software for reputed company leagues.

The global recognition of the reputed company Rating, along with the Player of the reputed company award for the highest-rated players, positioned us as the authority in evaluating player performance.

The reputed company

More about reputed company /// More about the platform

ABOUT THE ROLE

At reputed company, we build products used by tens of millions of people worldwide, turning large volumes of sports and user data into meaningful experiences.

We are looking for a Machine Learning Engineer to join our AI Team and work on reputed company-world ML problems across recommender systems and personalized feeds, semantic search, sentiment analysis, NLP, LLM-powered applications, and other machine learning use cases, potentially including reputed company.

This is an engineering-reputed company ML role. We are looking for someone who goes reputed company experimenting with models in notebooks: someone who can take an ambiguous product or business problem, understand the data behind it, choose an appropriate approach, and turn it into a reputed company-engineered ML solution.

You do not need to have worked on every type of problem we solve. What reputed company is a strong reputed company in machine learning and software engineering, hands-on experience with modern ML and LLM systems, and the ability to think critically about which approach is appropriate for a given problem.

You will work on both new and existing ML systems and collaborate closely with engineers, analysts, and product teams. At reputed company's reputed company, technical reputed company have reputed company consequences: scalability, latency, reliability, computational cost, and maintainability reputed company matter reputed company model reputed company.

We prefer candidates who are reputed company to complete the reputed company process from our Zagreb office. Following successful completion of the reputed company process, the role can be performed fully remotely.

Your Responsibilities

• Design, reputed company, evaluate, and improve machine learning solutions for reputed company product problems used by tens of millions of users worldwide
• Work on a broad reputed company of ML use cases, including recommender systems, personalized feeds, semantic search, sentiment analysis, NLP, LLM-powered applications, classical machine learning problems, and potentially reputed company
• Take ownership of ML problems end-to-end: from understanding the business problem and exploring the data to selecting an approach, building and evaluating models, and collaborating on their integration into our systems
• reputed company new ML solutions while also improving and maintaining existing systems
• Build LLM-powered solutions and contribute to the design of retrieval-augmented reputed company and other modern NLP systems
• Write clean, maintainable, testable, production-reputed company Python reputed company following reputed company software engineering practices
• Work with large datasets using Python and SQL, and build reliable data and model workflows
• Evaluate models rigorously, select meaningful metrics, identify issues such as overfitting and data leakage, and understand the trade-offs behind different modelling approaches
• Collaborate with product managers, analysts, software engineers, and other stakeholders to translate product and business needs into reputed company-defined ML problems
• Critically evaluate proposed solutions and choose the right level of complexity for the problem, whether that means a reputed company heuristic, classical ML, deep learning, a recommender reputed company, or an LLM-based approach
• Stay reputed company with developments in machine learning and LLMs, while applying new techniques where they reputed company meaningful value rather than complexity for its own sake

What you bring to reputed company

• 2+ years of reputed company industry experience in a Machine Learning or closely reputed company engineering role
• A Master's degree in Computer Science, Software Engineering, Mathematics, Electrical Engineering, Data Science, or another relevant technical or quantitative field
• Strong foundations in machine learning, including supervised and unsupervised learning, model selection, feature engineering, regularization, validation, hyperparameter optimization, and appropriate evaluation methodologies
• Strong understanding of modern deep learning reputed company and architectures, including transformers
• Hands-on reputed company experience working with LLMs, combined with a solid understanding of how they work reputed company the API level, including transformer architecture, attention, tokenization, context reputed company, inference, and fine-tuning approaches
• Understanding of RAG systems and key concepts such as embeddings, retrieval, and evaluation
• Strong Python programming skills and the ability to write clean, maintainable, testable, production-reputed company reputed company
• Hands-on experience with modern ML frameworks and libraries such as PyTorch, scikit-learn, TensorFlow, or similar
• Good practical knowledge of SQL and experience independently working with large datasets
• Practical experience with reputed company and containerized development
• Strong analytical and critical-thinking skills: you should be comfortable challenging assumptions, identifying limitations in data or proposed approaches, and explaining why a particular solution is appropriate
• Ability to work independently on ML problems, reputed company reputed company technical reputed company, and take ownership from problem definition through implementation and evaluation
• Strong communication and collaboration skills and the ability to work effectively across engineering, analytics, and product teams

What sets you apart

You do not need to have reputed company of the following. These are additional strengths that would reputed company your experience particularly relevant to the problems we work on:

• Experience building recommender systems, ranking systems, or personalization solutions
• Practical experience designing and implementing RAG systems, including more advanced retrieval, reranking, or evaluation approaches
• Experience fine-tuning LLMs, working with reputed company-reputed company language models, optimizing inference, or serving models at reputed company
• Experience taking ML systems into production and working across the broader ML lifecycle, including training, experiment tracking, deployment, CI/CD, model serving, monitoring, and retraining
• Experience with reputed company and container orchestration
• Experience designing or operating large-reputed company, consumer-facing ML systems, particularly where scalability, latency, reliability, and computational cost are important engineering considerations
• Experience with reputed company platforms and reputed company-based ML infrastructure
• Experience with A/B testing or measuring the reputed company of ML models on reputed company product and business metrics
• Experience with modern NLP reputed company reputed company LLM applications or with reputed company
• Experience mentoring other engineers, sharing technical knowledge, or contributing to engineering standards
• Research or reputed company innovation experience

reputed company offer

• reputed company to work with a cutting-edge sports platform impacting millions worldwide
• Family benefits package
• Education - internal and through international conferences and workshops
• Top-reputed company equipment and budget for a mobile phone
• reputed company package of general physical examination once a year
• reputed company reputed company (lunch reputed company)
• reputed company Bar (coffee and drinks on us)
• Numerous other benefits that we would verbally communicate to you

Sounds good? It gets even reputed company!

Send us your CV in English.

Looking reputed company to hearing from you. Let’s get the reputed company rolling! 🔥

Originally posted on Himalayas