Machine Learning Engineer, Gothenburg
2 days ago
Social network you want to login/join with:
Etraveli Group is the globally leading company for tech solutions and fulfilment capabilities for online sales of flights. We are here to solve complexity, by connecting millions of flights and travellers across the globe, from search and selection to trip and beyond. We hold consumer online travel agency brands like Mytrip, GoToGate & Flight Network and serve exclusively Booking.com with flights. Etraveli Group has also established strategic partnerships with companies like Skyscanner, Google Flights and TUI.
Every day we strive to make the world smaller for our customers and bigger for our people. Our diverse team of more than 2500 passionate professionals is what makes us the industry’s tech wonder and the best in the world at what we do. Our major offices are in Sweden (HQ), Canada, Greece, India and Poland.
Life at Etraveli Group
Depending on how you want to grow we want to listen in on your future career plan. To be able to inspire you to be your best within a fast moving industry we work hard to provide for the best prerequisites to make you feel that you belong together with us on our journey, by giving you a lot of work freedom, time for self studies, having recurring Hackathons, Dev weeks and a lot other fun activities together within the team and across the company to foster a great culture.
The Team
Data Science and research (DSR) is a team that creates and delivers machine learning based solutions towards internal stakeholders. At a high level, we receive billions of trips daily from search requests and other various requests and process the data through pipelines to produce results such as revenue estimation, conversion analysis or pricing automation. We currently have approximately 50 models in production that are all trained and monitored regularly.
Do you want to be part of the next step in our growth journey?
We are in search of a Machine Learning Engineer with the ability to work in an energetic and interactive environment. You must be a self-starter with a passion for crafting innovative ML solutions and as part of our team work closely with our data scientists and data engineers. You will regularly learn and implement new technologies, and play an active role in developing, proving out, and (re)assessment of existing machine learning architectures. You will also be in close collaboration with our DevOps and system engineers in order to consciously improve our infrastructure and our CI/CD environment and process.
Responsibilities
- Design, build and train robust machine learning models using appropriate algorithms and techniques. This includes experimenting with different architectures and hyperparameters to optimize performance for specific business needs.
- Modify/tune existing models, data pipelines and related functionality according to market fluctuations or stakeholder needs.
- Clean, transform and prepare large and complex datasets for model training. You'll also identify and engineer relevant features to improve model accuracy and efficiency.
- Rigorously evaluate model performance using various metrics, conduct thorough validation and ensure models are reliable and generalized well before deploying them into production.
- Design, implement and maintain scalable and reliable infrastructure for model training, testing and deployment, including using our on-prem platform, CI/CD pipelines and containerization technologies.
- Deploy trained models into prediction services, monitor performance and proactively troubleshoot issues to ensure model accuracy and uptime.
- Work closely with data scientists, data engineers, software engineers and business stakeholders to define requirements, design end-to-end solutions and drive impact through data-driven applications.
- Continuously optimize models for speed, memory consumption, and overall efficiency, ensuring cost-effective and scalable operations.
- Keep up with state-of-the-art research, tools and techniques in the field of machine learning and share your learnings with the team.
Learning curve
In this role you will be using the best selection of tools and processes in the ML domain. The role enables you to learn even more about creating, developing and implementing standards for ML applications, and get deep knowledge about ML concepts and frameworks. You will also have the possibility to learn more about (and get hands-on experience of) adjacent fields like Data Engineering and Data and ML Platform Architecture.
Requirements
- 5+ years experience with Python development
- University degree in a STEM discipline. A PhD is a merit
- Strong analytical and quantitative skills
- Proven ability to apply ML to business challenges
- Data Analytics, Exploration and Modelling (Pandas, Jupyter, Python, SQL)
- ML modelling and tuning frameworks (sklearn, lightgbm, pytorch, optuna)
- Orchestration (Airflow)
- Service monitoring and alarms (Grafana, Kibana)
- Secrets management (Vault)
At Etraveli Technology, you will be part of a gang of +200 people, all with different cutting-edge skills and personalities. We believe that it is precisely the differences that make us a good team because we share the same ambition - we strive for the same goals, are passionate about what we do and work hard.
Etraveli Group is a company that really wants to contribute to you reaching your full potential.
- Our brand new office is located in Merkurhuset in Gothenburg, a stone's throw from public transport and lunch restaurants.
- We love gaming and after work activities.
- We know the value of personal development and continuous training.
- Hackathons and Dev Weeks - We believe in promoting creativity and trying new things.
- Wellness allowance - Each employee receives a maximum allowable amount each year according to the Swedish Tax Agency to spend on health-promoting activities.
- Through partners, we offer comprehensive pension and health insurance so that you can quickly get help if the accident occurs.
- We have a hybrid working model so once you are onboarded you have the flexibility to work from home two days a week.
- And we serve breakfast every morning.
At Etraveli Group we value diversity; we pride ourselves on being a company represented by people of all different backgrounds. During hiring, we are committed to ensure equality and promote diversity in the workplace at every selection stage. As such, we provide the same opportunities for all candidates regardless of race, religion or belief, gender, nationality, ethnicity, sexual orientation, age, marital status, disability, or any other characteristic protected under any anti-discrimination law or regulation.
Welcome to Etraveli Group.
As part of this recruitment process, we will be conducting background checks. You will be able to read more information and give your consent to this process in the application form.
#J-18808-Ljbffr
-
Machine Learning Engineer
1 day ago
Göteborg, Sweden Repli5 Full timeGet AI-powered advice on this job and more exclusive features. Direct message the job poster from Repli5 CEO @ Repli5 | Innovating in Computer Vision, Synthetic Data & Generative AI Location: Gothenburg, Sweden Company: Repli5 AB Repli5 is a Swedish startup based in Gothenburg that specializes in bringing Generative AI to computer vision applications....
-
Machine Learning Engineer
3 weeks ago
Göteborg, Sweden Etraveli Group AB Full timeAbout Us Etraveli Group is the globally leading company for tech solutions and fulfilment capabilities for online sales of flights. We are here to solve complexity, by connecting millions of flights and travelers across the globe, from search and selection to trip and beyond. We hold consumer online travel agency brands like Mytrip, GoToGate & Flight...
-
Data Engineer
1 day ago
Göteborg, Sweden TN Sweden Full timeSocial network you want to login/join with: Data Engineer / Machine Learning / AI / Cloud, Gothenburg Client: Combine Location: Gothenburg, Sweden Job Category: Other EU work permit required: Yes Job Reference: c6d82bf230f6 Job Views: 35 Posted: 23.01.2025 Expiry Date: 09.03.2025 Job Description: At Combine, we are experts in control...
-
Göteborg, Sweden Zenseact Full timeAre you a Senior Deep Learning Platform Engineer? Do you want to work with cutting-edge technology in a warm inclusive culture, with highly skilled people - and help save millions of lives in the process? Apply today - no CV needed, all we need is your name, email and phone number! We'll cover the rest later. Insights from the team Our team is responsible...
-
Göteborg, Sweden ICEURO Ltd Full timeFor our client we are looking for a Machine Learning Engineer. The primary tasks for a Machine Learning Engineer in MLE area are: 1. Develop AI/ML software products including but not limited to exploring large data sets, trying out new algorithms, feature engineering, testing and evaluating model output, deploying the solution for production usage, and...
-
Göteborg, Sweden Chalmers Tekniska Högskola AB Full timeJoin our fully funded 5-year PhD project "Machine-learning enhanced modeling of complex crack networks in anisotropic rail and wheel materials.” This exciting opportunity brings together computational and experimental material mechanics with state-of-the-art machine learning and finite element methods. Be part of our supportive environment at the Division...
-
Machine Learning Engineer
2 days ago
Göteborg, Sweden Futurpension Full timeDrivs du av att arbeta med data och utveckla lösningar som gör verklig skillnad? Hos Amendo Tech får du chansen att arbeta i framkant inom machine learning och data engineering för några av Sveriges mest spännande företag. Just nu söker vi drivna och lösningsorienterade specialister för kommande uppdrag inom bank och finans, detaljhandel,...
-
Data Engineer
2 days ago
Göteborg, Sweden Combine AB Full timeAbout Combine At Combine Control Systems, we are passionate about technology and innovation. We specialize in creating innovative technology that empowers industries and shapes the world around us. Our pursuit of staying at the forefront of the rapidly changing tech world drives us to develop and work with the latest tools and techniques in areas such as...
-
Mechatronic Engineer ?
3 weeks ago
Göteborg, Sweden Wrknest AB Full timeAbout the RoleA leading organization in sustainable transportation is inviting you to join their Propulsion System and Energy Management team in Gothenburg. As a Mechatronic Engineer, you will work with cutting-edge technology, integrating batteries, electric machines, and energy storage systems (ESS) into complete driveline solutions. Your expertise will...
-
Göteborg, Sweden TN Sweden Full timeSocial network you want to login/join with: Senior Learning Technologies Consultant, Gothenburg Client: Oracle Location: Gothenburg, Sweden Job Category: Other EU work permit required: Yes Job Reference: 72377dd48f28 Job Views: 47 Posted: 22.01.2025 Expiry Date: 08.03.2025 Job Description: At Oracle Health, we put humans at the heart of...
-
Göteborg, Sweden Astrazeneca AB Full timeAre you ready to transform healthcare through Artificial Intelligence and Machine Learning (AI/ML) innovation? Join AstraZeneca's Early CVRM Bioscience team to be at the forefront of groundbreaking discoveries. We are seeking an AI/ML Scientist to join our Early Cardiovascular, Renal, and Metabolism (Early CVRM) Department. The Early CVRM department...
-
Senior AI/ML Engineer
2 days ago
Göteborg, Sweden Baronit AB - Göteborg Full timeKrav - Mjukvaruutvecklare - 5 års erfarenhet eller mer Utbildning Krav - Eftergymnasial utbildning två år eller längre inom Data Krav - Engelska About Baronit: Shaping the Future with Brilliant Minds. At Baronit, we connect brilliant minds to shape the future of technology. As a passionate team of tech experts, we lead with innovation, expertise,...
-
Senior AI/ML Engineer
24 hours ago
Göteborg, Sweden Baronit AB Full timeAbout Baronit: Shaping the Future with Brilliant Minds At Baronit, we connect brilliant minds to shape the future of technology. As a passionate team of tech experts, we lead with innovation, expertise, and curiosity to help businesses grow and adapt to new opportunities. Our experts blend technical excellence, industry insight, and a strong commitment to...
-
Software Engineer
3 weeks ago
Göteborg, Sweden Volvo Business Services AB Full time"Founded in 1927, the Volvo Group is committed to driving prosperity and shaping the future landscape through sustainable transport, mobility, and infrastructure solutions. By offering trucks, buses, construction equipment, power solutions for marine and industrial applications, financing and services that increase our customers’ uptime and productivity....
-
FPGA Engineer Gothenburg
6 days ago
Göteborg, Sweden 2550 Engineering AB Full timeHello there! This application isn't aimed for a specific customer assignment, but as an FPGA Engineer, you're now able to proactively apply in order to get in touch for potential opportunities later this year! At 2550 we are dedicated to creating innovative technological solutions, that not only serve our clients but also contribute to a sustainable...
-
Senior CAD Engineer
2 days ago
Göteborg, Sweden TN Sweden Full timeSocial network you want to login/join with:Senior CAD Engineer (Engines) Gothenburg, GothenburgClient:Arion RecruitmentLocation:Gothenburg, SwedenJob Category:OtherEU work permit required:YesJob Reference:Job Views:6Posted:08.02.2025Expiry Date:25.03.2025Job Description:Our client is seeking an experienced CAD Engineer to join our Engine & Hybrids 11-13L...
-
Göteborg, Sweden TN Sweden Full timeSocial network you want to login/join with: Senior Software Engineer Spotfire Visuals, Gothenburg Client: Cloud Software Group Location: Gothenburg, Sweden Job Category: Other EU work permit required: Yes Job Reference: c51241d9af5f Job Views: 75 Posted: 23.01.2025 Expiry Date: 09.03.2025 Job Description: Senior Software Engineer,...
-
Göteborg, Sweden TN Sweden Full timeSocial network you want to login/join with: Senior Embedded Software Integration Engineer, Gothenburg Client: Arion Recruitment Location: Gothenburg, Sweden Job Category: Other EU work permit required: Yes Job Reference: 692d115ee05e Job Views: 27 Posted: 23.01.2025 Expiry Date: 09.03.2025 Job Description: Senior Embedded Software...
-
Consultant Project Management, Gothenburg
3 weeks ago
Göteborg, Sweden TN Sweden Full timeSocial network you want to login/join with: Consultant Project Management, Gothenburg Client: INVENSITY GmbH Location: Gothenburg, Sweden Job Category: Other EU work permit required: Yes Job Reference: ebcb22f2bd8a Job Views: 14 Posted: 23.01.2025 Expiry Date: 09.03.2025 Job Description: What can you expect? - Take on strategic and...
-
Göteborg, Sweden Chalmers Tekniska Högskola AB Full timeWe offer a great opportunity for two highly motivated postdoctoral researchers to join our cross-departmental team working at the forefront of optimization, applied quantum computing, computer science and transport, with a unique opportunity to test algorithms on real quantum computers through the WACQT QT Testbed @ Chalmers Next Labs. Based in a beautiful...
