About us:
Amach is an industry-leading technology driven company with headquarters located in Dublin and remote teams in UK and Europe.
Our blended teams of local and nearshore talent are optimised to deliver high quality and collaborative solutions.
Founded in 2013, Amach was created to solve a specific problem in aviation: too much complexity, too little usable intelligence. We help airlines modernise their operating model using cloud, data and Al-delivered by teams with deep aviation domain expertise.
Our goal is to maximize airlines' operational efficiency by optimizing resource use, reduce costs and increase customer experience and satisfaction.
As a key member of a product squad and reporting to the Lead Product Data Scientist, a Data Scientist will develop data pipelines, machine learning models, and complex optimisation models in the ODS software product suite. The Data Scientist is in charge of modelling and robust implementation of features contributing to an operations decision-support product. In developing a product’s core algorithm, the full-stack Data Scientist role will ensure that their features integrate seamlessly into the product’s technical stack (data ingestion, user interface, orchestration) as well as the business process and use case (e.g., to maximise impact and value realisation).
Required skills
- Recent, hands-on commercial experience with Operational Research and optimisation
- Strong experience with optimisation techniques (linear, non-linear, mixed-integer programming, constraint satisfaction, scheduling)
- Proficiency in Python and optimisation/data libraries (e.g. SciPy, OR-Tools, Gurobi, CPLEX, Pandas, NumPy)
- Solid data engineering skills (SQL, data pipelines, data quality)
- Experience productionising models using cloud platforms (AWS preferred), experiment tracking, workflow orchestration, and CI/CD
- Background in operations-heavy industries preferred (aviation, logistics, supply chain, retail)
- Strong commercial mindset focused on solving real business problems
- Excellent communication skills with the ability to engage confidently with non-technical stakeholders
- Comfortable working independently in fast-paced, stakeholder-facing environments
Key responsibilities & duties include:
- Design, build, and deploy data science and optimisation models across operational domains such as workforce planning and supply chain
- Own use cases end-to-end: problem definition, modelling, experimentation, and production delivery
- Work across multiple concurrent data science/optimisation streams within a small, agile team
- Prototype and industrialise machine learning and optimisation models in Python, following software engineering best practices
- Build and maintain robust data pipelines, testing, logging, and CI/CD for production-grade solutions
- Diagnose performance, identify trade-offs, and optimise models for real-world operational constraints
- Engage directly with business stakeholders to translate operational challenges into analytical solutions
- Clearly communicate technical findings and recommendations to non-technical audiences
- Contribute to feature prioritisation and roadmap discussions, balancing speed vs long-term value
The Data Scientist is also accountable for ways of working fit for an Agile cross-functional development squad, including:
- Using Git-versioning best practices for version control
- Contributing and reviewing pull-requests and product / technical documentation
- Giving input on prioritization, team process improvements, optimizing technology choices
- Working independently and giving predictability on delivery timelines
Desirable skills
- Systems thinking
- Detail oriented while understanding the big picture
- Curious, self-motivated, proactive, and action-oriented
- Creative and innovative
- Resilient and flexible in light of changing priorities and approached
- Data-driven
- Pragmatic
- Collaborative
- A true believer in the power of using data to drive better decision making
- A technologist, interested in keeping up with the latest and greatest in software development, optimization, and machine learning
- Commitment to delivering business value
What’s in it for you:
- An opportunity to join a fast-growing company
- Options for career advancement
- Learning and development opportunities
- Flexible working environment
- Competitive salaries based on experience
Equal Opportunity Employer:
Amach is an equal opportunity employer and makes employment decisions on the basis of merit. We celebrate diversity and are committed to creating an inclusive environment for all employees. This job description is intended to convey essential responsibilities and qualifications for this role, but it is not an exhaustive list of tasks that an employee may be required to perform.
If you are passionate about driving customer success, advising on strategic solutions, and contributing to product innovation, we would love to hear from you!
Not for you?
Check out all of our open positions in our careers page and follow us on LinkedIn for future opportunities.
P.S. Share this with friends and co-workers! Don't be afraid they'll steal it from you, if you're amazing and smart we'll find a role for you. We are growing fast and we are always looking for talented people.
At Amach, we strive to be an inclusive community of open-minded individuals with different backgrounds and we are committed to fostering, cultivating and preserving a culture of diversity, equity and inclusion. We strongly believe that a diversity of experience and background is essential to create a fulfilling environment and better solutions for our people and our customers. All Amach employees and contractors are expected to honour this policy and act to ensure that every individual is respected in the workplace.
Your personal data
Amach will process your personal information in accordance with the EU's General Data Protection Regulation (GDPR). We will comply with data protection law and principles, which means that your data will be:
- Used lawfully, fairly and in a transparent way
- Collected only for valid purposes and not used in any way that is incompatible with those purposes
- Relevant to the purposes we have told you about and limited only to those purposes
- Accurate and kept up to date
- Kept only as long as necessary for the purposes we have told you about
- Kept securely
If you would like to contact us about your data, please use the following address: [email protected]
Skills Required
- Strong knowledge of machine learning and optimization techniques
- Fluent in Python
- Strong skills in applying data science and machine learning packages
- Proficient in working with cloud platforms
- Strong data engineering skills in SQL
- Ability to communicate technical concepts
What We Do
We help mature organisations evolve into modern digital businesses with faster time to market, increased operational stability and security. We offer a suite of technical services delivered by an experienced team of subject matter experts. Our services can be provided as a fully managed service or as an embedded part of your team. We focus on both short-term and long-term goals that emphasise business outcomes for our customers. Why choose Amach: 1. Business Agility - We focus on removing your IT debt, so that your company can focus on delivering business value to your customers at pace in a secure and reliable manner. 2. Cost Reduction - We help reduce your IT costs across all domains. This includes operational costs in both cloud and your data centres, licencing, evergreening, and reducing project delivery timelines. 3. Operational Stability - We will modernise your IT systems ensuring operational stability and resilience, to ensure the end user experience for both customers and staff are enhanced. 4. Enable Innovation - By removing IT debt, we create space for your team to focus on innovation, ensuring business longevity and futureproofing. We bring both sector experience and lessons learned. 5. Security - We address the overall architecture to ensure security by convention vs configuration. We promote DevSecOps practices, so security isn’t seen to prevent teams from delivery in an efficient manner. 6. Improve Employee Experience - We create and implement your EUX strategy that adapts to a changing world, while improving security and user efficiency - resulting in improved colleague satisfaction and retention. 7. Sustainability - Achieve your sustainability goals through optimising your overall IT footprint and reducing costs. We thrive on delivering customer value in every interaction. If you are interested in hearing more or to see how we could help you, please get in touch [email protected]
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