Graduate Recruitment Programs

Louder for the people at the back 🎤 Many organisations today seem to have shifted from being institutions that develop great talent to those that primarily seek ready-made talent. This trend overlooks the immense value of individuals who, despite lacking experience, possess a great attitude, commitment, and a team-oriented mindset. These qualities often outweigh the drawbacks of hiring experienced individuals with a fixed and toxic mindset. The best organisations attract talent with their best years ahead of them, focusing on potential rather than past achievements. Let’s be clear this is more about mindset and willingness to learn and unlearn as apposed to age. To realise the incredible potential return, organisations must commit to creating an environment where continuous development is possible. This requires a multi-faceted approach: 1. Robust Training Programmes: Employers should invest in comprehensive training programmes that equip employees with the necessary skills for their roles. This includes on-the-job training, mentorship programmes, online courses, and workshops. 2. Redefining Hiring Criteria: Organisations should revise their hiring criteria to focus more on candidates’ potential and willingness to learn rather than solely on prior experience or formal qualifications. Behavioural interviews, aptitude tests, and probationary periods can help assess a candidate's ability to learn and adapt. 3. Partnerships with Educational Institutions: Companies can collaborate with educational institutions to design curricula that align with industry needs. Apprenticeship programmes, internships, and cooperative education can bridge the gap between academic learning and practical job skills. 4. Lifelong Learning Culture: Encouraging a culture of lifelong learning within organisations is crucial. Employers should provide ongoing education opportunities and support for professional development. This includes continuous skills assessment and access to resources for upskilling and reskilling. 5. Inclusive Recruitment Practices: Employers should implement inclusive recruitment practices that remove biases and barriers. Blind recruitment, diversity quotas, and targeted outreach programmes can help ensure that diverse candidates are given a fair chance. By implementing these measures, organisations can develop a workforce that is adaptable, innovative, and resilient, ensuring sustainable success and growth.

As jobseekers head into the Autumn with renewed energy in a competitive market, employers have a chance to do things differently. Traditional hiring practices are leaving too much talent on the table. LinkedIn’s Economic Graph research shows that when companies lead with skills — not just degrees or job titles — they find more diverse, qualified candidates. 🏢 Small and medium companies are leading the move towards skills-based searches in the EU. Ireland is leading the way with a 46% drop in degree-first hiring filters by SMEs, followed by France at 29% and Germany at 26%. 🧑💻 And in emerging areas like AI, we’ve found that companies can expand their AI talent pool 8 times over when they remove degree requirements. 💎 And for jobseekers, adding just 10 relevant skills to your profile can shorten unemployment gaps by nearly a month. In a fast-changing economy with rising talent shortages, skills-first hiring isn’t just a nice-to-have. It’s essential.

UCL & efood collab on Analytics has now successfully concluded! (for now) Having a uni graduate take on Data projects within a business environment is awesome for both parties For students, infinite benefits: From experiencing a real-life work environment to see if it suits you, to learning how to apply your academic knowledge to real datasets & projects. On top of making industry connections and being mentored along the way But collabs are also valuable for companies for a couple of reasons: 🔶 Fresh ideas 99,97% of clustering projects in a business environment use k-means algorithm, which exists since 1967 Also the "let's run XGBoost" must be the most repeated phrase in ML projects So a fresh graduate may be able to challenge boring status-quos and push boundaries that we are too comfortable to explore otherwise 🔶 Academic knowledge Many companies during budget season use Excel + AVG() + gut feeling In the era of DeepAR, GluonTS & Prophet A graduate could bring some science + academic knowledge in similar projects, at least for cross-reference or as a back-up (because models will be overruled anyway, budgeting is mostly an art) 🔶 Talent Pipeline There is absolutely no coding test, interview process or assessment exercise better to evaluate a future talent than working alongside him/her for 6-months Applying models on real data, understanding his/her thinking on real projects and in general interacting outside a sterile interview process 🔶 POCs You can create proof of concept for projects that wouldn't be possible, due to limited time or other priorities of the core data team 🔶 Better branding + free FTEs You can put a badge on your website to show that you are a cool company that does internships Plus you get free hands to work on your projects** 🔶 Leadership up-skilling Having a graduate on your team can help team members build-up their mentoring or leadership skills Promoting someone to a people manager with no prior experience is already a huge bet for everyone involved. But starting with a graduate is an ideal scenario as the support is far greater and the risk much lower 🔶 Industry-University collabs Aside from specific individuals, collabs can become something much greater and important Research partnerships, workshops, speeches from university professors, closer access to talent-pools, collaboration memorandums etc etc 🚩 Only downside is that it requires a serious amount of time and commitment from both parties to actually work Otherwise, just coasting through a poorly-thought project, will be a immensely mediocre & boring mutual experience 💡 Long story short, solid Academia + Industry collab projects should become the norm. Benefits only #data #analytics #dataprojects #ucl **if you found either reasons very good & legit ones, please reconsider. Especially the "free-FTE" one Special thanks to UCL School of Management & Laurel Ye for making this happen

Recruiting, hiring, and retaining top college graduates requires a shift in focus—away from traditional credential screening and toward proven skills. Recruiting in the past was anchored in GPA, academic major, and other characteristics. But, that’s changing. According to our Job Outlook 2025, nearly two-thirds of employers now use some form of skills-based hiring for entry-level roles, and more than 60% say they rely on it most or all of the time. While definitions and understanding of what skills-based hiring means varies amongst employers, they do tell us that they are applying this approach most frequently during interviews, followed by screening, and then sourcing. While a résumé might open the door, it’s a candidate’s ability to demonstrate competencies like critical thinking, communication, and collaboration that often seals the deal. For students, this evolution in hiring presents a powerful opportunity. By recognizing the skills they’ve developed in college—through coursework, campus involvement, and real-world experiences—and learning how to communicate those strengths confidently, they’re better equipped to stand out in a competitive market. Skills-first hiring is more than a trend. It’s a strategic evolution—and one that promises real gains for both employers and emerging talent. Learn more here: https://lnkd.in/gBMJ3NnW National Association of Colleges and Employers

Companies are rethinking how they hire fresh graduates, moving beyond campus placements to identify potential employees outside formal applications, Sonal Khetarpal reports for India Today. And they are backing early hiring strategies with internships and hackathons, Tech Mahindra’s Chief People Office Richard Lobo says. “These platforms enable us to have a more comprehensive look beyond resumes and academic scores, as they create opportunities to test candidates for real-world problem-solving skills, design thinking, coding ability, and innovation under time-bound conditions,” he adds. Corresponding to skill-based hiring, hackathons and coding leagues also cast a wide net in terms of attracting talent across the country, HirePro’s COO Pasupathi S says. From multiple rounds of quizzes to problem statements with different levels of difficulty — these events are open to second and third year students, and often lead to internships and placements, the report says further. Another benefit? The proposed prototypes and concepts presented during these events provide companies with solutions that are scalable via real-world application, Lobo adds. ➡️ What is the impact of this new strategy on fresher hiring? Share your thoughts in the comments section. Source: India Today: https://lnkd.in/g4DJdWzn ✍: Dipal Desai 📸: Getty Images #freshers #hiring

𝐁𝐚𝐥𝐚𝐧𝐜𝐢𝐧𝐠 𝐚 𝐆𝐥𝐨𝐛𝐚𝐥 𝐕𝐢𝐬𝐢𝐨𝐧 𝐰𝐢𝐭𝐡 𝐋𝐨𝐜𝐚𝐥 𝐍𝐞𝐞𝐝𝐬: 𝐓𝐡𝐞 𝐀𝐫𝐭 𝐨𝐟 𝐚 𝐓𝐚𝐢𝐥𝐨𝐫𝐞𝐝 𝐀𝐩𝐩𝐫𝐨𝐚𝐜𝐡 One of the parts of my role that I most enjoy, is visiting our many offices around the world. Without exception, I leave feeling more energised, inspired and knowledgeable than when I arrived. Following my most recent trip, it struck me how proud I am of the way we balance a global approach with local priorities. It’s a dynamic that requires adaptability, cultural sensitivity, and strategic vision. 🔑 𝐆𝐥𝐨𝐛𝐚𝐥 𝐍𝐞𝐞𝐝𝐬: Global recruitment businesses, like most others, must deliver consistent quality and service regardless of location. But this can’t come at the cost of local relevance. After all, hiring practices, work cultures, and talent preferences differ greatly from country to country. 🌐 𝐋𝐨𝐜𝐚𝐥 𝐍𝐞𝐞𝐝𝐬: At the same time, understanding and addressing local nuances —whether it’s adapting to local labour laws, building relationships with local networks, or understanding region-specific cultures — are key to success. It’s about meeting clients and candidates where they are, while recognising the unique challenges and opportunities that exist in each market. So how can we strike the right balance? 1. 𝐄𝐦𝐩𝐚𝐭𝐡𝐲 𝐀𝐜𝐫𝐨𝐬𝐬 𝐂𝐮𝐥𝐭𝐮𝐫𝐞𝐬: Make it a priority to learn and respect the cultural contexts that shape each market. A global strategy should always be flexible enough to adapt to these differences. 2. 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐲 𝐰𝐢𝐭𝐡 𝐚 𝐏𝐞𝐫𝐬𝐨𝐧𝐚𝐥 𝐓𝐨𝐮𝐜𝐡: Leverage technology to maintain consistency globally, but don’t lose sight of the personal relationships that drive success in each market. 3. 𝐂𝐨𝐧𝐭𝐢𝐧𝐮𝐨𝐮𝐬 𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐜𝐚𝐭𝐢𝐨𝐧: Regularly engage with local teams, listen to their insights, and share global best practices. Facilitate representation across levels - creating a feedback loop ensures that the global strategy remains responsive to local realities. At the end of the day, I believe it’s about finding that sweet spot where global alignment and local expertise work hand in hand to deliver the best outcomes for clients and candidates alike. #Leadership #Recruitment

The landscape of talent acquisition is undergoing a seismic shift. Gone are the days of traditional hiring practices; today, cutting-edge technologies are enabling us to attract, assess, and onboard talent in powerful new ways. Imagine harnessing AI-driven recruitment tools that don’t just identify top talent but can predict cultural fit and long-term success. Or a world where VR allows candidates to experience your company’s work environment before they even step in. And let’s not forget blockchain technology, ensuring transparency and trust every step of the way. Virtual Reality (VR) is changing the way candidates connect with companies. Instead of simply reading about a company’s values or culture, candidates can now step into a fully immersive, virtual work environment. Imagine a VR experience where a candidate could "sit in" on a virtual team meeting, get a feel for collaboration styles, or explore company projects—before even accepting an offer! This firsthand exposure to daily dynamics enables candidates to assess if the environment matches their values and work style, ultimately enhancing retention and cultural alignment. AI-driven tools go one step further by analyzing candidate experiences, skillsets, and alignment with company values. For example, AI can consider experiences like volunteer work or leadership in diverse settings, ensuring that candidates who bring unique perspectives and commitment to inclusion are recognized and valued, advancing diversity and inclusion across the company. It’s important to adopt these tools in ways that align with transparency, inclusivity, and employee empowerment—not as rigid or restrictive measures. These aren’t just futuristic ideas—they’re here, actively reshaping the way we attract and retain talent. As HR leaders, adopting these innovations can help us create more engaging, inclusive, and empowering experiences for candidates. Let’s reimagine the hiring process for a new era, together!

In 3 years, the most successful Australian companies will all have one thing in common: They built global talent pipelines early. Right now, most businesses are struggling just to fill today’s roles. But the ones who win long term are already preparing for tomorrow’s shortages. Here’s what’s coming: • 40% of Australia’s construction workforce will retire in the next decade • Healthcare demand is outpacing local graduates • Teacher shortages are worsening • Electricians and carpenters are booked months ahead • Migration is tightening • Demand is rising across all essential industries If you’re hiring only when you “need someone urgently,” you’re already behind. Top employers are now building: • Overseas talent pools • Sponsorship-ready pathways • Screening processes • Skills-testing frameworks • Long-term global hiring strategies This isn't recruitment. This is workforce survival planning. I’ve helped employers go from constant staff shortages… to a predictable system where workers are ready before the need appears. The future belongs to employers who build pipelines, not job ads. Do you think Australian businesses are prepared for what’s coming? #GlobalWorkforce #AustralianBusiness #TalentPipelines #WorkforceStrategy #FutureOfWork

The Truth About International Hiring: Why India & Mexico Are Changing the Game Every week I hear the same question from CTOs, Product Leaders, and PE Operating Partners: “How do we find the best international talent?” Most assume it’s hard, high-risk, or only for Fortune 500 giants. That’s a myth. Here’s the real playbook that works for mid-size and enterprise firms alike: 1. Choose the right hubs. • India: The world’s #1 tech and BPO hub with 1.9M professionals in GCCs. Depth, scale, and maturity. • Mexico: The fastest-growing nearshore market, with bilingual talent, cultural fit, and real-time collaboration with the U.S. 2. Source smarter. Don’t rely only on job boards. Use university tie-ups, referral networks, and tech communities to surface hidden gems. 3. Build a pipeline, not a transaction. Invest in campus programs, talent communities, and continuous engagement so talent is ready before you need them. 4. Use technology to scale. AI-powered sourcing, remote assessments, and mobile-first recruiting let even mid-sized firms compete with Big Tech. 5. Get compliance right. At-will employment doesn’t exist in India or Mexico. Terminations require notice and severance. Benefits, taxes, and contracts vary by country. Get this wrong, and costs multiply. 6. Scale through GCCs. When you’re ready to build a sustainable presence, Global Capability Centers (not outsourcing) give you control, culture alignment, and innovation velocity. At Zinnov we’ve helped companies set up, transform and scale more than 200 GCCs in India and Mexico—navigating sourcing, compliance, and operations—to unlock productivity, innovation, and resilience. International hiring isn’t harder. It’s smarter—if you follow the right playbook. The companies that get this right don’t just hire talent. They create a global competitive advantage.

During our hiring process for the SE1 position, my mentor and manager, Mohammed Ibrahim Islam, suggested an innovative idea for the assignment, and prepared the question as well! Instead of the typical "build from scratch" task, we provided a fully functional Python app with a readme, unit tests, and setup commands. The challenge? Candidates had to fix any bugs, enhance performance, and refactor the code for better readability and maintainability. The response was incredible! Candidates enjoyed working on real-world code, optimizing it, and learning from others' implementations. The best part? It saved them time while giving us insightful submissions. With unit tests and pre-set commands, evaluation was seamless, making the process both efficient and effective. I highly recommend rethinking how we give assignments during hiring. Focusing on practical, real-world scenarios can make all the difference! #HiringProcess #CodeOptimization #TechRecruitment #UnitTesting #CodeRefactoring